Publications
Journals
- Chaudhary, P., Leitão, J.P., Schindler, K., Wegner, J.D.: external pageFlood Water Depth Prediction with Convolutional Temporal Attention Networks.call_made Water 2024, https://doi.org/10.3390/w16091286.
- Crocetti, L., Schartner, M., Zus, F., Zhang, W., Moeller, G., Navarro, V., See, L., Schindler, K., Soja, B.: external pageGlobal, spatially explicit modelling of zenith wet delay with XGBoost.call_made Journal of Geodesy, Volume 98, article number 23, (2024).
- Xiang, B., Wielgosz, M., Kontogianni, T., Peters, T., Puliti, S., Astrup, R., Schindler, K.: external pageAutomated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learningcall_made. Remote Sensing of Environment, 2024.
- Guralnik, B., Tremblay, M.M., Philips, M., Sellwood, E.L., Gribenski, N., Presl, R., Haberkorn, A., Sohbati, R., Shuster, D.L., Valla, P.G., Jain, M., Schindler, K., Wallinga, J., Hippe, K.: external pageThree Centuries of Snowpack Decline at an Alpine Pass Revealed by Cosmogenic Paleothermometry and Luminescence Photochronometrycall_made. Geophysical Research Letters, Volume 51, Issue 2, 2024.
- Stucker, C., Sainte Fare Garnot, V., Schindler, K.: external pageU-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Seriescall_made. IEEE Transactions on Geoscience and Remote Sensing, 2024.
Conferences (full paper peer-reviewed)
- Zhu, L., Huang, S., Schindler, K., Armeni, I.: external pageLiving Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environmentscall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Wu, H., Zuo, X., Leutenegger, S., Litany, O., Schindler, K., Huang, S.: external pageDynamic LiDAR Re-simulation using Compositional Neural Fieldscall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Liu, Y., Obukhov, A., Wegner, J.D., Schindler, K.: external pagePoint2CAD: Reverse Engineering CAD Models from 3D Point Cloudscall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Ke, B., Obukhov, A., Huang, S., Metzger, N., Caye Daudt, R., Schindler, K.: external pageRepurposing Diffusion-Based Image Generators for Monocular Depth Estimationcall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Wu, S., Chen, Y., Landrieu, L., Gonthier, N., Mermet, S., Hurni, L., Schindler, K.: external pageStegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translationcall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Yue, Y., Mahadevan, S., Schult, J., Engelmann, F., Leibe, B., Schindler, K., Kontogianni, T.: external pageAGILE3D: Attention Guided Interactive Multi-Object 3D Segmentationcall_made. ICLR 2024.
- Chen, X., Wang, D., Schindler, K., Sun, M., Wang, Y., Savioli, N., Meng, L.: external pageBox2Poly: Memory-efficient polygon prediction of arbitrarily shaped and rotated textcall_made. AAAI Conference on Artificial Intelligence, 2024
- Rodriguez, A.C., D'Aronco, S., Daudt, R.C., Wegner, J.D., Schindler, K.: external pageRecognition of Unseen Bird Species by Learning from Field Guidescall_made. IEEE/CVF Winter Conference on Applications of Computer Vision, 2024.
Book Chapters
Other Publications
- Crocetti, L., Schartner, M., Schindler, K., Schneider, R., Soja, B.: Modelling the troposphere with global navigation satellite systems, meteorological data and machine learning. In IEEE International Geoscience and Remote Senisng Symposium, 2024.
- Vargas, J., Metzger, N., Daudt, R.C., Schindler, K., Tuia, D.: Estimating fine-grained population growth rates from coarse census data. In IEEE International Geoscience and Remote Sensing Symposium, 2024.
- Biegel, S., Schindler, K., Stocker, B.: external pageCausal inference of the CO2 fertilisation effect from ecosystem flux measurementscall_made. EGU 2024.
- Turkoglu, M.O., Aasen, H., Schindler, K., Wegner, J.D.: external pageCountry-wide Cross-Year Crop Mapping from Optical Satellite Image Time Seriescall_made. EGU 2024.
Journals
- Rodriguez, A.C., D’Aronco, S., Schindler, K., Wegner, J. D.: external pageFine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention.call_made IEEE Transactions on Pattern Analysis & Machine Intelligence, 2023.
- Lang, N., Jetz, W., Schindler, K., Wegner, J.D.: external pageA high-resolution canopy height model of the Earth.call_made Nature Ecology & Evolution, 2023.
- Metzger, N., Türkoglu, M.O., Caye Daudt, R., Wegner J.D., Schindler, K.: external pageUrban Change Forecasting from Satellite Imagescall_made. Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFG), 2023.
- Jiang, Y., Rüetschi, M., Sainte Fare Garnot, V., Marty, M., Schindler, K., Ginzler, C., Wegner, J.D.: external pageAccuracy and consistency of space-based vegetation height maps for forest dynamics in alpine terraincall_made. Science of Remote Sensing, Vol. 8, December 2023, 100099.
- Hafner, E.D., Techel, F., Caye Daudt, R., Wegner, J.D., Schindler, K., Bühler, Y.: external pageAvalanche size estimation and avalanche outline determination by experts: reliability and implications for practicecall_made. EGU, Natural Hazards and Earth System Sciences, Volume 23, issue 8, 2023.
- Xiang, B., Yue, Y., Peters, T., Schindler, K.: external pageA Review of Panoptic Segmentation for Mobile Mapping Point Cloudscall_made. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Hong, Y., Yang, Z., Schindler, K., Raubal, M.: external pageContext-aware multi-head self-attenional neural network model for next location predictioncall_made. Transportation Research: Part C, 2023.
- Peters, T., Brenner, C., Schindler, K.: external pageSemantic segmentation of mobile mapping point clouds via multi-view label transfercall_made. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Kalischek, N., Lang, N., Renier, C., Caye Daudt, R., Addoah, T., Thompson W., Blaser-Hart, W. J., Garret, R., Schindler, K., Wegner, J.D.: external pageCocoa plantations are associated with deforestation in Côte d'Ivoire and Ghanacall_made. Nature Food, 2023.
- Renier, C., Vandromme, M., Meyfroidt, P., Ribeiro, V., Kalischek, N., Zu Ermgassen, E.K.H.J.: external pageTransparency, traceability and deforestation in the Ivorian cocoa supply chaincall_made. Environmental Research Letters, Volume 18, Number. Doi: 10.1088/1748-9326/acad8e.
- Rueegg, N., Zuffi, S., Schindler, K., Black, M.J.: external pageBARC: Breed-Augmented Regression Using Classification for 3D dog Reconstruction from Images.call_made International Journal of Computer Vision, doi: 10.1007/s11263-023-01780-3.
- Kantarcioglu, O., Kocaman, S., Schindler, K.: external pageArtificial neural networks for assessing forest fire susceptibility in Türkiye.call_made Ecological Informatics, 2023.
- Wu, S., Schindler, K., Heitzler, M., Hurni, L.: external pageDomain adaptation in segmenting historical maps: A weakly supervised approach through spatial co-occurence.call_made ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Caye Daudt, R., Wulf, H., Hafner, E.D., Bühler, Y., Schindler, K., Wegner, J.D.: external pageSnow depth estimation at country-scale with high spatial and temporal resolution.call_made ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Becker, A., Russo, S., Puliti, S., Lang, N., Schindler, K., Wegner, J.D.: external pageCountry-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles.call_made ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
Conferences (full paper peer-reviewed)
- Wu, S., Chen, Y., Schindler, K. , Hurni, L.: external pageCross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Mapscall_made. ACM SIGSPATIAL Conference, 2023.
- Sun, H., Gong, R., Schindler, K., Van Gool, L.: external pageSF-FSDA: source-free few-shot domain adaptive object detection with efficient labeled data factorycall_made. Conference on Lifelong Learning Agents, 2023.
- Saha, S., Hoyer, L., Obukhov, A., Dai, D., Van Gool, L.: external pageEDAPS: Enhanced Domain-Adaptive Panoptic Segmentationcall_made. International Conference on Computer Vision, 2023.
- Huang, S., Gojic, Z., Wang, Z., Williams, F., Kasten, Y., Fidler, S., Schindler, K., Litany, O.: external pageNeural LiDAR Fields for Novel View Synthesiscall_made. International Conference on Computer Vision, 2023.
- Cai, S., Chan, E.R., Peng, S., Shahbazi, M., Obukhov, A., Van Gool, L., Wetzstein, G.: external pageDiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Modelscall_made. International Conference on Computer Vision, 2023.
- Xiang, B., Peters, T., Kontogianni, T., Vetterli, F., Puliti, S., Astrup, R., Schindler, K.: external pageTowards accurate instance segmentation in large-scale LiDAR point cloudscall_made. ISPRS geospatial week conference paper, 2023.
- Wang, Z., Shen, T., Gao, J., Huang, S., Munkberg, J., Hasselgren, J., Gojcic, Z., Chen W., Fidler, S.: external pageNeural Fields meet Explicit Geometric Representation for Inverse Rendering of Urban Scenescall_made. IEEE/CVF conference on Computer Vision and Pattern Recognition, 2023.
- Zhu, L., Jia, Y., Huang, S., Meyer, N., Wieser, A., Schindler, K., Aaron, J.: external pageDEFLOW: Self-supervised 3D Motion Estimation of Debris Flow.call_made Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023.
- Metzger, N., Daudt, R. C., Schindler, K.: external pageGuided depth super-resolution by deep anisotropic diffusioncall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Yue, Y., Kontogianni, T., Schindler, K., Engelmann, F.: external pageConnecting the dots: Floorplan reconstruction using two-level queriescall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Rueegg, N., Tripathi, S., Schindler, K., Black, M. J., Zuffi, S.: external pageBITE: Beyond priors for improved three-D dog pose estimationcall_made. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Kalischek, N., Peters, T., Daudt, R. C., Furrer, R., Wegner, J. D., Schindler, K.: external pageBiasBed – rigorous texture bias evaluation.call_made IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Kontogianni, T., Celikkan, E., Tang, S., Schindler, K.: external pageInteractive object segmentation in 3d point clouds.call_made International Conference on Robotics and automation (ICRA), 2023.
Book Chapters
Other Publications
- Crocetti, L., Schartner, M., Schindler, K., Soja, B.: external pageA Global Machine Learning-based Zenith Wet Delay Forecasting Modelcall_made. AGU23, San Francisco, 2023.
- Graubner, A., Kapp-Schwoerer, L., Kashinath, K., Schindler, K., Kim, S.: external pageCrowd-Sourced Annotation of Extreme Weather Events: A Novel Benchmark Dataset and Machine Learning Applications for Future Climate Scenarioscall_made. AGU23, San Francisco, 2023.
- Dietrich, O., Peters, T., Sainte Fare Garnot, V., Schindler, K., Wegner, J.D.: DownloadDetecting War Destruction in Ukraine using Sentinel-1 Time-Series (PDF, 142 KB)vertical_align_bottom. AI4EO Symposium, Munich, 2023.
- Obukhov, A., Usvyatsov, M., Sakaridis, C., Schindler, K., Van Gool, L.: external pageTT-NF: Tensor Train Neural Fieldscall_made. ICLR Neural Fields Workshop, 2023.
- Liu, Y., Obukhov, A., Wegner, J.D., Schindler, K.: external pagePoint2CAD: Reverse Engineering CAD Models from 3D Point Cloudscall_made. In CVPR23 StruCo3D Workshop: Structural and Compositional Learning on 3D Data, 2023.
- Rodriguez, A.C., D’Aronco, S., Daudt, R.C., Wegner, J.D., and Schindler, K.: DownloadRecognition of unseen bird species by learning from field guides. (PDF, 1.1 MB)vertical_align_bottom In CVPR Workshop on Fine-Grained Visual Categorization, 2023.
- Kantarcioglu, O., Schindler, K. and Kocaman, S.: external pageForest Fire Susceptibility Assessment With Machine Learning Methods In North-East Turkiye.call_made Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 161-167, 2023.
- Hafner, E., Oberson, L., Kontogianni, T., Caye Daudt, R., Wegner, J.D., Schindler, K., and Bühler, Y.: external pageUsing interactive object segmentation to derive avalanche outlines from webcam imagery.call_made EGU General Assembly, Geophyiscal Research Abstract, 2023.
- Crocetti, L., Schartner, M., Schindler, K. and Soja B.: external pageForecasting of tropospheric parameters using meteorological data and machine learningcall_made. EGU General Assembly, Geophysical Research Abstracts, 2023.
- Hübner, L., Brockmann, E., Crocetti, L., Schindler, K., and Soja, B.: external pageLand motion in europe imaged by GNSScall_made. EGU General Assembly, Geophysical Research Abstracts, 2023.
Journals
- Peters, T., Brenner, C., Schindler, K.: external pageSemantic segmentation of mobile mapping point clouds via multi-view label transfercall_made. ISPRS Journal of Photogrammetry amd Remote Sensing, 2023, doi:10.1016/j.isprsjprs.2023.05.018.
- Renier, C., Vandromme, M., Meyfroidt, P., Ribeiro, V., Kalischek, N., Zu Ermgassen, E.K.H.J.: external pageTransparency, traceability and deforestation in the Ivorian cocoa supply chaincall_made. Environmental Research Letters, Volume 18, Number 2, 2023, doi: 10.1088/1748-9326/acad8e.
- Metzger, N., Vargas-Muñoz, J., Daudt, R. C., Kellenberger, B., Thon-That Whelan, T., Ofli, F., Imran, M., Schindler, K., Tuia, D: external pageFine-grained population mapping from coarse census counts and open geodatacall_made. Scientific Reports, 12, 20085, 2022, doi: 10.1038/s41598-022-24495-w.
- Tom, M., Wu, T., Baltsavias, E., Schindler, K.: external pageRecent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagerycall_made. PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 90, 413-331, 2022.
- Chaudhary, P., Leitão, João P., Donauer, T., D'Aronco, S., Perraudin, N., Obozinski, G., Perez-Cruz, F., Schindler, K., Wegner, J.D., and Russo S.: external pageFlood Uncertainty Estimation Using Deep Ensemblescall_made, MDPI Water, 14 (19), 2022, doi: 10.3390/w14192980.
- Hafner, E.D., Barton, P., Caye Daudt, R., Wegner, J.D., Schindler, K., and Bühler, Y.: external pageAutomated avalanche mapping from SPOT 6/7 satellite imagery with deep learning: results, evaluation, potential and limitationscall_made, The Cryosphere, 16 (9), 3517-3530, 2022, doi: 10.5194/tc-16-3517-2022.
- Tom, M., Jiang, Y., Baltsavias, E., Schindler, K.: external pageLearning a Joint Embedding of Multiple Satellite Sensors: A Case Study for Lake Ice Monitoringcall_made, IEEE Transactions on Geoscience and Remote Sensing, 60, 4306315, 2022, doi: 10.1109/TGRS.2022.3211184.
- Usvyatsov, M., Ballester-Ripoll, R., Schindler, K.: external pagetntorch: Tensor Network Learning with PyTorchcall_made, Journal of Machine Learning Research, 2022, pp 1-6, vol. 23, 12, Article number: 20085 (2022).
- Metzger, N., Turkoglu, M.O., D'Aronco, S., Wegner, J.D., Schindler, K.: external pageCrop Classification under Varying Cloud Cover with Neural Ordinary Differential Equationscall_made, IEEE Transactions on Geoscience and Remote Sensing, 2022, vol. 60, pp. 1-12, doi: 10.1109/TGRS.2021.3101965, [external pagecodecall_made].
- Persello, C., Wegner, J.D., Hänsch, R., Tuia, D., Ghamisi, P., Koeva, M., Camps-Vals, G.: external pageDeep Learning and Earth Observation to Support the Sustainable Development Goalscall_made, IEEE Geoscience and Remote Sensing Magazine, 2022, pp. 2-30, doi: 10.1109/MGRS.2021.3136100.
- De Lutio, R., Park, J.Y. Watson, K.A., D'Aronco, S., Wegner, J.D., Wieringa, J.J., Tulig, M., Pyle, R.L., Gallaher, T.J., Brown, G., Guymer, G., Franks, A., Ranatunga, D., Baba, Y., Belongie, S., Michelangeli, F.A., Ambrose, B.A., Little, D.P.: external pageThe Herbarium 2021 Half-Earth Dataset and Machine Learning Competitioncall_made, Frontiers Plant Science, 2022, vol. 22, doi: 10.3389/fpls.2021.787127.
- Ruttner, P., Hohensinn, R., D'Aronco, S., Wegner, J.D., Soja, B.: external pageModeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approachcall_made, Remote Sensing, 2022, vol. 14(1):17, doi:10.3390/rs14010017.
- Lang, N., Kalischek, N., Armston, J., Schindler, K., Dubayah, R., Wegner, J.D.: external pageGlobal canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensemblescall_made, Remote Sensing of Environment, 2022, vol. 268, doi: 10.1016/j.rse.2021.112760. [external pagecodecall_made].
- Stucker, C., Schindler, K.: external pageResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Imagescall_made, ISPRS Journal of Photogrammetry and Remote Sensing, 2022, doi:10.1016/j.isprsjprs.2021.11.009.
Conferences (full paper peer-reviewed)
- Turkoglu, M. O., Becker, A., Gündüz, H. A., Rezaei, M., Bischl, B., Daudt, R. C., D’Aronco, S., Wegner, J. D., Schindler, K.: external pageFiLM-Ensemble: Probabilistic deep learning via feature-wise linear modulationcall_made. Advances in Neural Information Processing Systems (NeurIPS), 2022.
- Usvyatsov, M., Ballester-Rippoll, R., Bashaeva, L., Schindler, K., Ferrer, G., Oseledets, I.: external pageT4DT: Tensorizing Time for Learning Temporal 3D Visual Datacall_made. British Machine Vision Conference (BMVC), 2022.
- Huang, S., Gojcic, Z., Huang, J., Wieser, A., Schindler, K.: external pageDynamic 3D Scene Analysis by Point Cloud Accumulationcall_made. European Conference on Computer Vision (ECCV), 2022.
- Rueegg, N., Zuffi, S., Schindler, K., Black, M.J.: external pageBARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Informationcall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
- Stucker, C., Ke, B., Yue, Y., Huang, S., Armeni, I., & Schindler, K.: external pageImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fieldscall_made, ISPRS Annals - ISPRS Congress, 2022.
- De Lutio*, R., Becker*, A., D'Aronco, S., Russo, S., Wegner, J.D., Schindler, K.: external pageLearning Graph Regularisation for Guided Super-Resolutioncall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (* authors contributed equally to this publication).
- Peters T., Brenner C., Schindler K.: external pageSelf-supervised Adversarial Shape Completioncall_made, ISPRS Annals - ISPRS Congress, 2022.
Book Chapters
Other Publications
- Hafner, E.D., Barton, P., Caye Daudt, R., Wegner, J.D., Schindler, K., Bühler, Y.: DownloadDeep learning approach to automatically identify avalanches in optical SPOT 6/7 imagery, (PDF, 1.1 MB)vertical_align_bottom 2022 Swiss Geoscience Meeting SGM, Lausanne
- Jiang, Y.: DownloadMulti-Target Multi-Camera Drone Tracking (PDF, 5.2 MB)vertical_align_bottom, Wissenschaftlich-Technische Jahrestagung der DGPF, 2022.
- Kalischek, N., Lang, N., Caye Daudt, R., Addoah, T., Thompson, W., Blaser-Hart, W.J., Garrett, R., Schindler, K., Wegner, J.D.: DownloadMapping cocoa in Côte d’Ivoire and Ghana with deep learning (PDF, 4.1 MB)vertical_align_bottom, 2022 ESA Living Planet Symposium
- Lang, N., Jetz, W., Schindler, K., Wegner, J.D.: DownloadForest canopy height mapping at global scale by fusing Sentinel-2 and GEDI (PDF, 108 KB)vertical_align_bottom, 2022 ESA Living Planet Symposium
- Rodriguez, A.C., D'Aronco, St., Schindler, K., Wegner, J.D.: DownloadMapping oil palm density at country scale: An active learning approach (PDF, 1.8 MB)vertical_align_bottom, 2022 ESA Living Planet Symposium
- Vargas-Mũnos, J.E., Metzger, N., Daudt, R.C., Kellenberger, B., Thon-That Whelan, T., Ayo, B., Imran, M., Ofli, F., Schindler, K., Tuja, D.: DownloadFine-grained population mapping using coarse census data and satellite imagery (PDF, 63 KB)vertical_align_bottom, 2022 ESA Living Planet Symposium
- Rüetschi, M., Jiang, Y., Lang, N., Becker, A., Waser, L.T., Marty, M., Schindler, K., Wegner, J.D., Ginzler, Ch.: DownloadAnnual vegetation height maps based on Sentinel-2 data – Potential applications for the Swiss National Forest Inventory (PDF, 27 KB)vertical_align_bottom, 2022 ESA Living Planet Symposium
- Metzger, N.: external pageForecasting Urban Development from Satellite Imagescall_made, 2022 Wissenschaftlich-Technische Jahrestagung der DGPF
- Hafner, E., Barton, P., Daudt, R. C., Wegner, J. D., Schindler, K., Bühler, Y.: DownloadAutomatically detecting avalanches with machine learning in optical SPOT6/7 satellite imagery (PDF, 92 KB)vertical_align_bottom, EGU General Assembly, Geophysical Research Abstracts, 2022
Journals
- Mboga N., D’Aronco S., Grippa T., Pelletier C., Georganos S., Vanhuysse S., Wolff E., Smets B., Dewitte O., Lennert M., Wegner J. D.: external pageDomain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africacall_made, ISPRS International Journal of Geo-Information, 2021
- Rodríguez, A.C.; Daudt, R.C.; D’Aronco, S.; Schindler, K.; Wegner, J.D.: external pageRobust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagerycall_made, Remote Sensing 2021, 13, 4302
- De Lutio, R., She, Y., D'Aronco, S., Russo, S., Brun, P., Wegner, J. D., Schindler, K.: external pageDigital Taxonomist: Identifying Plant Species in Community Scientists' Photographscall_made, ISPRS Journal of Photogrammetry and Remote Sensing, 2021
- Metzger, N., Turkoglu, M. O., D’Aronco, S., Wegner, J. D., Schindler, K.: external pageCrop Classification under Varying Cloud Cover with Neural Ordinary Differential Equationscall_made, IEEE Transactions on Geoscience and Remote Sensing, 2021
- Turkoglu, M. O., D'Aronco, S., Perich, G., Liebisch, F., Streit, C., Schindler, K., Wegner, J. D.: external pageCrop mapping from image time series: deep learning with multi-scale label hierarchiescall_made, Remote Sensing of Environment, 2021
- Reich, J., Steiner, P., Ballmer, A., Emmenegger, L., Hostettler, M., Stäheli, C., Naumov, G., Taneski, B., Todoroska, V., Schindler, K., Hafner, A.: external pageA Novel Structure from Motion-based Approach to Underwater Pile Field Documentationcall_made, Journal of Archaeological Science: Reports, 2021
- Rousset, G., Despinoy, M., Schindler, K., Mangeas, M.: external pageAssessment of Deep Learning Techniques for Land Use Land Cover Classification in a Tropical Environmentcall_made, Remote Sensing, 2021
- Rodriguez, A.C., D'Aronco, St., Schindler, K., Wegner, J.D.: external pageMapping oil palm density at country scale: An active learning approachcall_made, Remote Sensing of Environment, Vol. 261, 2021
- Lang, N., Irniger, A., Rozniak, A., Hunziker, R., Wegner, J. D., Schindler, K.: external pageGRAINet: mapping grain size distributions in river beds from UAV images with convolutional neural networkscall_made, Hydrology and Earth System Sciences, Vol. 25, 2567–2597, 2021
- Turkoglu, M. O., D’Aronco, S., Wegner, J. D., Schindler, K.: external pageGating Revisited: Deep Multi-layer RNNs That Can Be Trainedcall_made, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
- Eberhard, L. A., Sirguey, P., Miller, A., Marty, M., Schindler, K., Stoffel, A., Buehler, Y.: external pageIntercomparison of photogrammetric platforms for spatially continuous snow depth mappingcall_made, The Cryosphere 15(1), 2021
Conferences (full paper peer-reviewed)
- Turkoglu, M. O., Brachmann, E., Schindler, K., Brostow, G. J. , Monszpart, A.: external pageVisual camera re-localization using graph neural networks and relative pose supervisioncall_made, International Conference on 3D Vision (3DV), 2021
- Usvyatsov, M., Makarova, A., Ballester-Ripoll, R., Rakhuba, M., Krause, A., Schindler, K.: external pageCherry-picking gradients: Learning low-rank embeddings of visual data via differentiable cross-approximationcall_made, International Conference on Computer Vision (ICCV), 2021
- Kellenberger, B., Vargas-Muñoz, J.E., Tuia, D., Daudt, R.C., Schindler, K., Whelan, T.T., Ayo, B., Ofli, F., Imran, M.: external pageMapping Vulnerable Populations with AI, ACM SIGKDDcall_made, Conference on Knowledge Discovery and Data Mining (KDD), 2021.
- Liu, Y., D’Aronco, S., Schindler, K., Wegner, J. D.: external pagePC2WF: 3D wireframe reconstruction from raw point cloudscall_made, International Conference on Learning Representations (ICLR), 2021
- Huang, S., Gojcic, Z., Usvyatsov, M., Wieser, A., Schindler, K.: external pagePREDATOR: Registration of 3d point clouds with low overlapcall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
- Kalischek, N., Wegner, J. D., Schindler, K.: external pageIn the light of feature distributions: moment matching for neural style transfercall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
- Mura, C., Pajarola, R., Schindler, K., Mitra, N.: external pageWalk2Map: Extracting floor plans from indoor walk trajectoriescall_made, Annual Conference of the European Association for Computer Graphics (EuroGraphics), 2021
Book Chapters
- Turkoglu, M. O., D’Aronco, S., Schindler, K., Wegner, J. D.: Hierarchical crop mapping from satellite image sequences with recurrent neural networks. In C. Mallet and N. Chehata, editors, Multitemporal Earth Observation Image Analysis, ISTE-Wiley, 2021
- Tuia, D., D. Marcos, D., Schindler, K., Le Saux, B.: Deep learning-based semantic segmentation in remote sensing. In G. Camps-Valls, D. Tuia, X. X. Zhu, and M. Reichstein, editors, Deep learning for the Earth sciences. John Wiley and Sons, 2021
Other Publications
- Culman, M., Rodriguez, A.C., Wegner, J.D., Delalieux, S., Somers, B.: external pageDeep learning for sub-pixel palm tree classification using spaceborne Sentinel-2 imagerycall_made, Proc. SPIE 11856, Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIII, 118560E, 6 pages, 2021
- Zuffi, S., Rueegg, N., Schindler, K., Kanazawa, A., Black, M.: Learning to regress 3D animal shape and pose from images using a single 3D exemplar, CVPR CV4Animals Workshop, 2021
- Irniger, A., Rozniak, A., Lang, N., Wegner, J.D., Schindler, K., Hunziker, R.: GRAINet: Automatische Kornverteilungsanalysen aus Drohnen-Bildern mit CNNs, VAW Mitteilungen - Wasserbau-Symposium 2021
- Xie, Y., Schindler, K., Tian, J., Zhu, X. X.: external pageExploring cross-city semantic segmentation of ALS point cloudscall_made, ISPRS Annals - ISPRS Congress 2021
Book Chapters
- Schindler, K., Förstner, W.: DownloadPhotogrammetry (PDF, 97 KB)vertical_align_bottom Computer Vision: A Reference Guide, 2nd edition, Katsushi Ikeuchi (EiC), Springer Reference 2020
Journals
- Dendorfer, P., Ošep, A., Milan, A., Schindler, K., Cremers, D., Reid, I., Roth, S., Leal-Taixé, L.: external pageMOTChallenge: A Benchmark for Single-camera Multiple Target Trackingcall_made, International Journal of Computer Vision, 2020
- Tom, M., Prabha, R., Wu, T., Baltsavias, E., Leal-Taixe, L., Schindler, K.: external pageIce Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learningcall_made, MDPI Remote Sensing, 2020, 12, 3555
- Ranftl R., Lasinger K., Hafner D., Schindler K., Koltun V.: external pageTowards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfercall_made, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
- Chaudhary, P., D'Aronco, S., Leitao, J.P., Schindler, K., Wegner, J.D.: external pageWater level prediction from social media images with a multi-task ranking approachcall_made, ISPRS Journal of Photogrammetry and Remote Sensing, 2020
- Rothermel, M., Gong, K., Fritsch, D., Schindler, K., Haala, N.: external pagePhotometric multi-view mesh refinement for high-resolution satellite imagescall_made. ISPRS Journal of Photogrammetry and Remote Sensing, 2020
- Lasinger, K., Vogel, C., Pock, T., Schindler, K.: external page3D fluid flow estimation with integrated particle reconstructioncall_made, International Journal of Computer Vision, 2020
- Hackel, T., Usvyatsov, M., Galliani, S., Wegner J. D., Schindler, K.: external pageInference, learning and attention mechanisms that exploit and preserve sparsity in CNNscall_made, International Journal of Computer Vision, 2020
- Laumer, D., Lang, N., van Doorn, N., Mac Aodha, O., Perona, P., Wegner, J.D.: external pageGeocoding of trees from street addresses and street-level imagescall_made, ISPRS Journal of Photogrammetry and Remote Sensing, 2020
Conferences (full paper peer-reviewed)
- Miotti, L., Shehaj, E., Geiger, A., D'Aronco, S., Wegner, J.D., Moeller, G., Rothacher, M.: DownloadTropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches (PDF, 1.3 MB)vertical_align_bottom, Proceedings of the IEEE European Navigation Conference (ENC), 2020
- Roscher, R., Volpi, M., Mallet, C., Drees, L., Wegner, J. D.: external pageSemcity Toulouse: A Benchmark for Building Instance Segmentation in Satellite Imagescall_made, ISPRS Annals - ISPRS Congress, 2020 (external pagedownload datasetcall_made)
- Richard, A., Cherabier, I., Oswald, M. R., Pollefeys, M., Schindler, K.: external pageKAPLAN: A 3D Point Descriptor for Shape Completioncall_made, DownloadSupplementary Material (PDF, 7.3 MB)vertical_align_bottom, DownloadPoster (PDF, 1.3 MB)vertical_align_bottom, DownloadVideo (MP4, 43.5 MB)vertical_align_bottom, 3DV Conference, 2020
- Ruzicka, V., D’Aronco, S., Wegner, J. D., Schindler, K.: external pageDeep active learning in remote sensing for data efficient change detectioncall_made, ECML/PKDD Workshop on Machine Learning for Earth Observation, 2020
- Nassar, A.S., D'Aronco, S., Lefèvre, S., Wegner, J.D.: external pageGeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-endcall_made, European Conference on Computer Vision (ECCV), 2020
- Kukelova, Z., Albl, C., Sugimoto, A., Schindler, K., Pajdla, T.: external pageMinimal rolling shutter absolute pose with unknown focal length and radial distortioncall_made, European Conference on Computer Vision (ECCV), 2020
- Huang, S., Usvyatsov, M., Schindler, K.: external pageIndoor scene recognition in 3Dcall_made, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
- Li, J., Murray, J., Ismaili, D., Schindler, K., Albl, C.: external pageReconstruction of 3d flight trajectories from ad-hoc camera networkscall_made, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
- Gojcic, Z., Zhou, C., Wegner, J.D., Guibas, L.J., Birdal, T.: external pageLearning multiview 3D point cloud registrationcall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
- Dai, Q., Patil, V., Hecker, S., Dai, D., Van Gool, L., Schindler, K.: external pageSelf-supervised object motion and depth estimation from videocall_made, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) Autonomous Driving, 2020
- Albl C., Kukelova Z., Larsson V., Polic M., Pajdla T., Schindler K.: external pageFrom two rolling shutters to one global shutter.call_made IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
- Stucker C., Schindler K.: external pageResDepth: Learned Residual Stereo Reconstructioncall_made, external pageVideocall_made, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) EarthVision, 2020
- Tom M., Aguilar R., Imhof P., Leinss S., Baltsavias E., Schindler K.: external pageLake Ice Detection from Sentinel-1 SAR with Deep Learningcall_made, ISPRS Annals - ISPRS Congress, 2020
- Prabha R., Tom M., Rothermel M., Baltsavias E., Leal-Taixe L., Schindler K.: external pageLake Ice Monitoring with Webcams and Crowd-Sourced Imagescall_made, ISPRS Annals - ISPRS Congress, 2020
- Rüegg, N., Lassner, C., Black, M., Schindler, K.: external pageChained representation cycling: learning to estimate 3d human pose and shape by cycling between representationscall_made, AAAI Conference on Artificial Intelligence, 2020
- Sharma, K., Gold, M., Zurbrügg, C., Leal-Taixé, K., Wegner, J.D.: external pageHistoNet: Predicting size histograms of object instancescall_made, 2020, IEEE Winter Conference on Applications of Computer Vision (WACV ’20)
Other Publications
- Chaudhary, P., D’Aronco, S., Leitao, J. P., Schindler, K., Wegner, J. D.: Water level prediction from social media images using deep learning, 2020, Geomatik Schweiz 9, 14-18
Edited Volumes
- Jawahar, C.V.; Li, H.; Mori, G.; Schindler, K. (editors): Computer Vision — ACCV 2018, Proceedings of the 18th Asian Conference on Computer Vision, Springer Lecture Notes in Computer Science 11361-11366, 2019
Journals
- Boller, D., Moy de Vitry, M., Wegner, J.D., Leitão, J.P.: DownloadAutomated localization of urban drainage infrastructure from public-access street-level images (PDF, 2.4 MB)vertical_align_bottom, 2019, Urban Water Journal, pp. 1-14.
- Moy de Vitry, M., Kramer, S., Wegner, J.D., Leitão, J.P.: external pageScalable Flood Level Trend Monitoring with Surveillance Cameras using a Deep Convolutional Neural Networkcall_made, 2019, Hydrology and Earth System Sciences, vol. 23, pp.4621-4634.
- Lang, N., Schindler, K., Wegner, J.D.: external pageCountry-wide high-resolution vegetation height mapping with Sentinel-2call_made, Remote Sensing of Environment Vol. 233
- Bickel, V. T., Lanaras, C., Manconi, A., Loew, S., Mall U.: external pageAutomated Detection of Lunar Rockfalls Using a Convolutional Neural Networkcall_made, IEEE Transactions on Geoscience and Remote Sensing, 57(6): 3501-3511, 2019
- Kälin, U., Lang, N., Hug, C., Gessler, A., Wegner, J. D.: external pageDefoliation estimation of forest trees from ground-level imagescall_made, Remote Sensing of Environment 223, 143-153, 2019
- Cai, Z., Chin T.-J., Parra-Bustos, A., Schindler, K.: external pagePractical optimal registration of terrestrial LiDAR scan pairscall_made, ISPRS Journal of Photogrammetry and Remote Sensing 147, 118-131, 2019
Conferences (full paper peer-reviewed)
- Richard, A., Cherabier, I., Oswald, M.R., Tsiminaki, V., Pollefeys, M., Schindler, K.: external pageLearned Multi-View Texture Super-Resolutioncall_made, DownloadSupplementary (PDF, 21.2 MB)vertical_align_bottom, 3DV Conference, Québec, 2019
- Nassar, A.S., Lefèvre, S., Wegner, J.D.: external pageSimultaneous multi-view instance detection with learned geometric soft-constraintscall_made, International Conference on Computer Vision (ICCV), 2019, pp. 6559-6568
- De Lutio, R., D'Aronco, S., Wegner, J.D., Schindler, K.: external pageGuided Super-Resolution as Pixel-to-Pixel Transformationcall_made, International Conference on Computer Vision (ICCV), 2019, pp. 8829-8837
- Li, Z., Wegner, J.D., Lucchi, A.: external pageTopological Map Extraction from Overhead Imagescall_made, International Conference on Computer Vision (ICCV), 2019, pp. 1715-1724
- Gojcic, Z., Zhou, C., Wegner, J.D., Wieser, A.: external pageThe Perfect Match: 3D Point Cloud Matching with Smoothed Densitiescall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019, pp. 5545-5554
- Chaudhary, P., D’Aronco, S., Moy de Vitry, M., Leitao, J.P., Wegner, J.D.: external pageFlood-water level estimation from social media imagescall_made, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 2019
- Usvyatsov, M., Schindler, K.: external pageVisual recognition in the wild by sampling deep similarity functionscall_made. International Conference on Robotics and Automation, Montreal, Canada, 2019
Other Publications
- Turkoglu, M.O.; Wegner, J.D.; Schindler, K.: DownloadLarge-scale crop classification from satellite images (PDF, 60 KB)vertical_align_bottom, 17th Swiss Geoscience Meeting (SGM), Fribourg, 2019
- De Lutio,R.; D'Aronco, St.; Wegner, J.D.; Schindler, K.: DownloadGuided Super-Resolution of Environmental Maps (PDF, 176 KB)vertical_align_bottom, 17th Swiss Geoscience Meeting (SGM), Fribourg, 2019
- Schindler, K.; Stollenwerk, M.: Photogrammetric Digitisation of the St. Gallen Globe, International Coronelli-Symposium for the Study of Globes, 2019
- Lang, N., Ginzler, Chr., Schindler, K., Wegner, J.D.: Landesweite Vegetationshöhenmodelle mit Deep Learning und Sentinel-2, Geomatik Schweiz 9/2019, S. 256 ff.
- Lasinger, K., Vogel, Ch., Pock, T., Schindler, K.: DownloadA Joint Energy Formulation for 3D Particle Reconstruction and Velocity Field Estimation (PDF, 270 KB)vertical_align_bottom, 13th International Symposium on Particle Image Velocimetry (ISPIV2019), Munich, Germany, 2019
- Lang, N., Wegner, J.D., Schindler, K.: DownloadMapping Vegetation Height from Multispectral Sentinel-2 Images at Country Scale using Deep Learning (PDF, 39 KB)vertical_align_bottom, 2019 ESA Living Planet Symposium
- Rodriguez, A.C., Wegner, J.D.: DownloadCounting the Uncountable: Deep Semantic Density Estimation from Space (PDF, 34 KB)vertical_align_bottom, 2019 ESA Living Planet Symposium
- Nassar, A.S., Lang, N., Lefèvre, S., Wegner, J.D.: Learning geometric soft constraints for multi-view instance matching across street-level panoramas, IEEE/ISPRS Joint Urban Remote Sensing Event, Vannes, France, 2019
- Shankar, A.R., Fernandez-Marquez, J.L., Mondardini, R., Corsi, M., Grandoni, D., Chaudhary, P., Wegner, J.D., Di Marzo Serugendo, G., Pernici, B.: external pageSocial Media and Crowdsourcing in Flood level Monitoringcall_made, EGU General Assembly, Geophysical Research Abstracts, vol. 21, EGU2019-18446-1, 2019
Journals
- Rodriguez, A.C., Kacprzak, T., Lucchi, A. et al.: external pageFast cosmic web simulations with generative adversarial networkscall_made, Comput. Astrophys. (2018) 5: 4.
- Lanaras, C., Bioucas-Dias, J., Galliani, S., Baltsavias, E., Schindler, K.: Super-resolution of Sentinel-2 images: Learning a globally applicable deep neural network, ISPRS Journal of Photogrammetry and Remote Sensing 146, 305–319, 2018
- Moy de Vitry M., Schindler K., Rieckermann J., Leitao J.P.: external pageSewer Inlet Localization in UAV Image Clouds: Improving Performance with Multiview Detectioncall_made, Remote Sensing 10(5), 2018
- Hackel, T., Wegner, J.D., Savinov, N., Ladicky, L., Schindler, K., Pollefeys, M.: DownloadLarge-scale supervised learning for 3d point cloud labeling: Semantic3D.net (PDF, 8.3 MB)vertical_align_bottom, Photogrammetric Engineering and Remote Sensing 84 (5), 297-308, 2018
- Branson*, S., Wegner*, J.D., Hall, D., Lang, N., Schindler, K., Perona, P.: DownloadFrom Google Maps to a Fine-Grained Catalog of Street trees (PDF, 5.7 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, vol. 135, pp. 13-30, 2018 (* authors contributed equally to this publication)
- Marmanis, D., Schindler, K., Wegner, J.D., Galliani, S., Datcu, M., Stilla, U.: DownloadClassification with an edge: improving semantic image segmentation with boundary detection (PDF, 2.8 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, vol. 135, pp. 158-172, 2018
- Lasinger K., Vogel C., Pock T., Schindler K.: external pageVariational 3D-PIV with sparse descriptorscall_made, Measurement Science and Technology 29(6), 2018
Conferences (full paper peer-reviewed)
- Lasinger K., Vogel Ch., Pock T., Schindler K.: 3D DownloadFluid Flow Estimation with Integrated Particle Reconstruction (PDF, 4.1 MB)vertical_align_bottom, DownloadSupplementary (PDF, 3.6 MB)vertical_align_bottom, DownloadVideo (MP4, 33 MB)vertical_align_bottom, German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Rodriguez A.C., Wegner J.D.: external pageCounting the uncountable: Deep Semantic Density Estimation from Spacecall_made, German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Hackel T., Usvyatsov M., Galliani S., Wegner J. D., Schindler K.: DownloadInference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs (PDF, 1.6 MB)vertical_align_bottom, German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Xiao M., Rothermel M., Tom M., Galliani S., Baltsavias E., Schindler K.: DownloadLake Ice Monitoring with Webcams (PDF, 3.8 MB)vertical_align_bottom, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-2, pages 311-317, 2018
- Tom M., Kälin U., Sütterlin M., Baltsavias E., Schindler K.: DownloadLake Ice Detection in Low-Resolution Optical Satellite Images (PDF, 1.7 MB)vertical_align_bottom, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-2, pages 279-286, 2018
- Stucker, C., Richard, A., Wegner, J.D., Schindler, K.: external pageSupervised outlier detection in large-scale MVS point clouds for 3D city modeling applicationscall_made, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 2018, pp. 263-270. (Best Paper Award)
Other Publications
- Rothermel M., Xiao M., Tom M., Baltsavias E., Schindler K.: DownloadMonitoring der Vereisung von Schweizer Seen mit Webcams (PDF, 919 KB)vertical_align_bottom, Geomatik Schweiz 9/2018, S. 268-271
- Dähler F., Ambrosetti G., Montoya-Zegarra J.A., Schindler K.; Steinfeld A.: DownloadSolar concentrating dishes based on elastic and elasto-plastic membranes (PDF, 304 KB)vertical_align_bottom, OSA Light, Energy and the Environment Congress, Singapore, 2018
- Tom M., Sütterlin M., Bouffard D., Rothermel M., Hamann U., Duguay-Tetzlaff A., Wunderle S., Baltsavias E.: DownloadIntegrated Lake Ice Monitoring in Swiss Lakes (PDF, 504 KB)vertical_align_bottom, EUMETSAT 2018 - Meteorological Satellite Conference, Tallinn, Estonia, 2018
- Arad B., Ben-Shahar O., Timofte R., Van Gool L., Zhang L., Lanaras Ch., Galliani S., Schindler K. et al.: DownloadNTIRE 2018 Challenge on Spectral Reconstruction from RGB Images (PDF, 1.6 MB)vertical_align_bottom, NTIRE 2018 - CVPR Workshop on New Trends in Image Restoration and Enhancement, Salt Lake City, USA, 2018
Journals
- Lanaras C., Baltsavias E., Schindler K.: external pageHyperspectral Super-Resolution with Spectral Unmixing Constraintscall_made, (external pageSupplementary Materialcall_made), Remote Sensing, 9(11):1196, 2017
- Lefèvre, S., Tuia, D., Wegner, J.D., Produit, T., Nassar, A.S.: external pageTowards seamless multi-view scene analysis from satellite to street-level,call_made Proceedings of the IEEE, vol. 105(10), 2017, pp. 1884 - 1899.
- Kaiser, P., Wegner, J.D., Lucchi, A., Jaggi, M., Hofmann, T., Schindler, K.: DownloadLearning Aerial Image Segmentation from Online Maps (PDF, 1 MB)vertical_align_bottom, external pageData Setcall_made, IEEE Transactions on Geoscience and Remote Sensing, vol. 55(11), 2017, pp. 6054 - 6068.
- Anagnostopoulos V., Havlena M., Kiefer P., Giannopoulos I., Schindler K., Raubal M.: DownloadGaze-Informed Location Based Services (PDF, 6.4 MB)vertical_align_bottom, International Journal of Geographical Information Science, 31(9), pp. 1770-1797, 2017
- Hackel T., Wegner J., Schindler K.: DownloadJoint Classification and Contour Extraction of Large 3D Point Clouds (PDF, 6.3 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing vol. 130, pp. 231 - 245, 2017
Conferences (full paper peer-reviewed)
- Hartmann W., Galliani, S., Havlena M., Van Gool, L., Schindler K.: DownloadLearned Multi-Patch Similarity (PDF, 3.5 MB)vertical_align_bottom, DownloadSupplementary (PDF, 9.3 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Venice, Italy, 2017
- Blaha M., Rothermel M., Oswald M.R., Sattler T., Richard A., Wegner J.D., Pollefeys M., Schindler K.: DownloadSemantically Informed Multiview Surface Refinement (PDF, 7.8 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Venice, Italy, 2017
- Hackel, T., Savinov, N., Ladicky, L., Wegner, J.D., Schindler, K., Pollefeys, M.: DownloadSEMANTIC3D.NET: A new large-scale point cloud classification benchmark (PDF, 7.6 MB)vertical_align_bottom. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-1-W1, 2017, pp.91-98.
- Lasinger K., Vogel Ch., Schindler K.: DownloadVolumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes Equations (PDF, 2.3 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Venice, Italy, 2017
- Richard A., Vogel Ch., Blaha M., Pock T., Schindler K.: DownloadSemantic 3D Reconstruction with Finite Element Bases (PDF, 1.9 MB)vertical_align_bottom, DownloadSupplementary (PDF, 10.6 MB)vertical_align_bottom, British Machine Vision Conference (BMVC), London, Great Britain, 2017
- Milan A., Rezatofighi, S.H., Dick A., Reid A., Schindler K.: external pageOnline Multi-Target Tracking using Recurrent Neural Networkscall_made, AAAI Conference on Artificial Intelligence, San Francisco, USA, 2017
- Badami I., Tom M., Mathias M., Leibe B.: Download3D Semantic Segmentation of Modular Furniture using rjMCMC (PDF, 10.1 MB)vertical_align_bottom, IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, USA, 2017
- Lanaras C., Bioucas-Dias J., Baltsavias E., Schindler K.: DownloadSuper-Resolution of Multispectral Multiresolution Images from a Single Sensor (PDF, 1.4 MB)vertical_align_bottom, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), EarthVision, Honolulu, USA, 2017
- Schöps T., Schönberger J., Galliani S., Sattler T., Schindler K., Pollefeys M., Geiger A.: DownloadA Multi-View Stereo Benchmark with High-Resolution Images and Multi-Camera Videos (PDF, 5.1 MB)vertical_align_bottom, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, USA, 2017
- Cabezas R., Blaha M., Zheng S., Rosman G., Schindler K., Fisher J. W. III.: DownloadOn the Role of Representations for Reasoning in Large-Scale Urban Scenes (PDF, 4.6 MB)vertical_align_bottom, Download(Supplementary) (PDF, 18.8 MB)vertical_align_bottom, Download(Video) (MP4, 73.8 MB)vertical_align_bottom, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), EarthVision, Honolulu, USA, 2017
Other Publications
- Marmanis D., Yao W., Adam F., Datcu M., Reinartz P., Schindler K., Wegner J.D., Stilla U.: external pageArtificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Approach on SAR Datacall_made, Conference on Big Data from Space (BiDS), 2017
- Lasinger K., Vogel Ch., Pock Th., Schindler K.: DownloadVariational 3D-PIV using Sparse Descriptors (PDF, 113 KB)vertical_align_bottom, 2nd Workshop on Data Assimilation & CFD Processing for Particle Image and Tracking Velocimetry, Delft, Netherlands, 2017
- Tom M., Lanaras C., Baltsavias E., Schindler K.: DownloadIce Detection in Swiss Lakes using MODIS Data (PDF, 2.3 MB)vertical_align_bottom, 38th Asian Conference on Remote Sensing, New Delhi, India, 2017
- Lasinger K., Vogel, Ch., Schindler K.: DownloadVariational 3D-PIV for Incompressible Fluid Flow Estimation (PDF, 615 KB)vertical_align_bottom, 12th International Symposium on Particle Image Velocimetry (ISPIV), Busan, Korea, 2017
- Lanaras C., Galliani, S., Baltsavias E., Schindler K.: Hyperspectral Super-Resolution with Convolutional Neural Networks, 10th EARSeL SIG Imaging Spectroscopy Workshop, Zurich, 2017
Edited Volumes
- Halounova, L., Schindler, K.; Limpouch, A.; Pajdla, T.; Safar, V.; Mayer, H.; Oude Elberink, S.; Mallet, C.; Rottensteiner, F.; Brédif, M.; Skaloud, J.; Stilla, U. (editors): XXIII ISPRS Congress, Commission III (Volume III-3). Copernicus, Göttingen, 2016
Book Chapters
- Uwe Soergel, Jan D.Wegner, Antje Thiele. Fusion von optischen und Radardaten, Heipke, C. (publisher), Freeden, W., Rummel, R. (ed.): Handbuch der Geodäsie, Berlin Heidelberg: Springer, 2016, pp. 1-37.
- Christoph Vogel, Stefan Roth, Konrad Schindler. Download3D Szenenfluss – bildbasierte Schätzung dichter Bewegungsfelder (PDF, 4.2 MB)vertical_align_bottom, Willi Freeden and Rainer Rummel (editors): Handbuch der Geodäsie, Springer 2016
Journals
- Wen Xiao, Bruno Vallet, Konrad Schindler, Nicolas Paparoditis: DownloadStreet-side vehicle detection, classification and change detection using mobile laser scanning data (PDF, 2.4 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 114, pp. 166-178, 2016
- Anton Milan, Konrad Schindler, Stefan Roth: DownloadMulti-Target Tracking by Discrete-Continuous Energy Minimization (PDF, 4.7 MB)vertical_align_bottom, Journal IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(10): 2054-2068, 2016
- Fabian Dähler, Gianluca Ambrosetti, Javier Montoya-Zegarra, Konrad Schindler, Aldo Steinfeld: external pageHigh-Concentration Solar Dishes based on Pneumatic reflecting Membranescall_made, Solar Energy, Vol. 124, pp. 89-100, 2016
- Dario Augusto Borges Oliveira, Laura Leal-Taixé, Raul Queiroz Feitosa, Bodo Rosenhahn: external pageAutomatic tracking of vessel-like structures from a single starting pointcall_made. Computerized Medical Imaging and Graphics, Vol. 47, pp. 1-15, 2016
- Wilfried Hartmann, Michal Havlena, Konrad Schindler: DownloadRecent developments in large-scale tie-point matching (PDF, 8.7 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 115, pp. 47-62, 2016
- Jan Heller, Michal Havlena, and Tomas Pajdla: DownloadGlobally Optimal Hand-Eye Calibration Using Branch-and-Bound, (PDF, 3.4 MB)vertical_align_bottom IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(5):1027-1033, 2016
Conferences (full paper peer-reviewed)
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler: DownloadEstimation of Relative Sensor Characteristics for Hyperspectral Super-Resolution (PDF, 952 KB)vertical_align_bottom, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 2016
- Silvano Galliani, Konrad Schindler: external pageJust look at the image: viewpoint-specific surface normal prediction for improved multi-view reconstructioncall_made. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Torsten Sattler, Michal Havlena, Konrad Schindler, Marc Pollefeys: DownloadLarge-Scale Location Recognition and the Geometric Burstiness Problem (PDF, 1.9 MB)vertical_align_bottom. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Maros Blaha, Christoph Vogel, Audrey Richard, Jan D. Wegner, Thomas Pock, Konrad Schindler: DownloadLarge-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling (PDF, 3.6 MB)vertical_align_bottom, Downloadsupplementary (PDF, 8.8 MB)vertical_align_bottom, external pageoralcall_made. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Wegner*, J.D., Branson*, S., Hall, D., Schindler, K., Perona, P.: Cataloging Public Objects Using Aerial and Street-Level Images – Urban Trees (PDF, 1.7 MB) (supplementary (PDF, 11.9 MB) (external pageRegisTree project websitecall_made) (external pagedemoscall_made) (external pageLA Times articlecall_made, external pageKPCC radio interviewcall_made), external pageCaltech Press Releasecall_made, external pageFuturity Research Newscall_made, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (* authors contributed equally to this publication)
- Timo Hackel, Jan D. Wegner, Konrad Schindler: DownloadContour detection in unstructured 3D point clouds (PDF, 1.4 MB)vertical_align_bottom, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler: DownloadLearning by tracking: Siamese CNN for robust target association (PDF, 1.2 MB)vertical_align_bottom, CVPR Workshop on Deep Learning in Computer Vision (DeepVision), Las Vegas, 2016
- Dimitrios Marmanis, Jan D. Wegner, Silvano Galliani, Konrad Schindler, Mihai Datcu, Uwe Stilla: DownloadSemantic segmentation of aerial images with an ensemble of fully convolutional neural networks (PDF, 1.4 MB)vertical_align_bottom. ISPRS Annals - ISPRS Congress, Prague, 2016
- Timo Hackel, Jan D. Wegner, Konrad Schindler: DownloadFast semantic segmentation of 3d point clouds with strongly varying density (PDF, 5.6 MB)vertical_align_bottom. ISPRS Annals - ISPRS Congress, Prague, 2016
- Wilfried Hartmann, Michal Havlena, Konrad Schindler: DownloadTowards complete, geo-referenced 3D models from crowd-sourced amateur images (PDF, 7.4 MB)vertical_align_bottom. ISPRS Annals - ISPRS Congress Prague, 2016
- Wen Xiao, Bruno Vallet, Konrad Schindler, Nicolas Paparoditis: DownloadSimultaneous detection and tracking of pedestrian from Velodyne laser scanning data (PDF, 1.1 MB)vertical_align_bottom. ISPRS Annals - ISPRS Congress, Prague, 2016
Other Publications
- Kerr, Grégoire H. G., Wegner, Jan D., Schindler, Konrad, Datcu, Mihai, Stilla, Uwe: DownloadLearning Class-Contours of Very High Spatial Resolution Aerial Images Using Convolutional Neural Networks (PDF, 6.4 MB)vertical_align_bottom, ODAS-2016, 16th Onera-DLR Aerospace Symposium, Oberpfaffenhofen, 2016
- Silvano Galliani, Katrin Lasinger, Konrad Schindler. DownloadGipuma: Massively parallel multi-view stereo reconstruction (PDF, 5.2 MB)vertical_align_bottom. In Dreiländertagung, D-A-CH Photogrammetry Meeting, Bern, Switzerland, 2016
- Maros Blahá, Christoph Vogel, Audrey Richard, Jan D. Wegner, Thomas Pock, Konrad Schindler. DownloadTowards integrated 3d reconstruction and semantic interpreta- tion of urban scenes (PDF, 10.6 MB)vertical_align_bottom. In Dreiländertagung, D-A-CH Photogrammetry Meeting, Bern, Switzerland, 2016
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler: DownloadEstimating the relative spatial and spectral sensor response for hyperspectral and multispectral image fusion (PDF, 4.1 MB)vertical_align_bottom, 37th Asian Conference on Remote Sensing (ACRS), Colombo, Sri Lanka, 2016
Edited Volumes
- Zerubia, J.; Schindler, K.; Tuia, D.; Moser, G.; Wegner, J. D. (editors): Proc. CVPR Earthvision Workshop, IEEE Press, 2015
Journals
- Pascal Theiler, Jan D. Wegner, Konrad Schindler, DownloadGlobally Consistent Registration of Terrestrial Laser Scans via Graph Optimization (PDF, 18.2 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, 2015 Volume 109, 2015
- P. Tokarczyk, J.P. Leitao, J. Rieckermann, K. Schindler and F. Blumensaat, external pageHigh-quality observation of surface imperviousness for urban runoff modelling using UAV imagerycall_made, Hydrology and Earth System Sciences, vol. 12(1), 2015
- Jan D. Wegner, Javier Montoya, Konrad Schindler, DownloadRoad networks as collections of minimum cost paths (PDF, 46.1 MB)vertical_align_bottom, ISPRS Journal of Photogrammetry and Remote Sensing, vol. 108, p. 128-137, 2015
- Asli Ozdarici-Ok , Ali Ozgun Ok, Konrad Schindler external pageMapping of Agricultural Crops from Single High-Resolution Multispectral Images - Data-driven Smoothing vs. Parcel-based Smoothingcall_made Remote Sensing, vol. 7(5), 2015
- M. Zeeshan Zia, Michael Stark, Konrad Schindler DownloadTowards Scene Understanding with Detailed 3D Object Representations (PDF, 7.4 MB)vertical_align_bottom International Journal of Computer Vision(IJCV), vol. 112(2), p. 188-203, 2015
- S. Kocaman Aksakal, C. Neuhaus, E. Baltsavias, K. Schindler external pageGeometric Quality Analysis of AVHRR Orthoimagescall_made Remote Sensing, vol. 7(3), 2015
- Christoph Vogel, Konrad Schindler, Stefan Roth Download3D Scene Flow with a Piecewise Rigid World Model (PDF, 24.6 MB)vertical_align_bottom International Journal of Computer Vision (IJCV), vol. 111(3), 2015
- Piotr Tokarczyk, Jan D. Wegner, Stefan Walk, Konrad Schindler DownloadFeatures, color spaces, and boosting: New insights on semantic classification of remote sensing images (PDF, 13.3 MB)vertical_align_bottom IEEE Transactions on Geoscience and Remote Sensing, vol. 53(1), p. 280-295, 2015
- K. Dzubakova, P. Molnar, K. Schindler, M. Trizna external pageMonitoring of riparian vegetation response to flood disturbances using terrestrial photographycall_made Hydrology and Earth System Sciences, vol. 19, p. 195-208, 2015
Conferences (full paper peer-reviewed)
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler, DownloadHyperspectral Super-Resolution by Coupled Spectral Unmixing (PDF, 4.9 MB)vertical_align_bottom Download(supplementary) (PDF, 7.7 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Michele Fenzi, Laura Leal-Taixé, J Ostermann, Tinne Tuytelaars, DownloadContinuous Pose Estimation with a Spatial Ensemble of Fisher Regressors (PDF, 3.1 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Silvano Galliani, Katrin Lasinger, Konrad Schindler, external pageMassively Parallel Multiview Stereopsis by Surface Normal Diffusioncall_made Download(supplementary) (PDF, 5.4 MB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Torsten Sattler, Michal Havlena, Filip Radenovic, Konrad Schindler, Marc Pollefeys, DownloadHyperpoints and Fine Vocabularies for Large-Scale Location Recognition (PDF, 1.9 MB)vertical_align_bottom Download(supplementary) (PDF, 118 KB)vertical_align_bottom, International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Jan Heller, Michal Havlena, Michal Jancosek, Akihiko Torii, and Tomas Pajdla Download3D Reconstruction from Photographs by CMP SfM Web Service (PDF, 3.9 MB)vertical_align_bottom IAPR International Conference on Machine Vision Applications (MVA), Tokyo, Japan, 2015
- Anton Milan, Laura Leal-Taixé, Konrad Schindler, Ian Reid DownloadJoint Tracking and Segmentation of Multiple Targets (PDF, 3.7 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
- Michele Fenzi, Laura Leal-Taixé, Konrad Schindler, Jörn Ostermann DownloadPose Estimation of Object Categories in Videos Using Linear Programming (PDF, 4.6 MB)vertical_align_bottom IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, USA, 2015
- Wilfried Hartmann, Michal Havlena, and Konrad Schindler DownloadVisual Gyroscope for Accurate Orientation Estimation (PDF, 2.1 MB)vertical_align_bottom IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, USA, 2015
- Javier Montoya, Jan D. Wegner, Lubor Ladicky, Konrad Schindler DownloadSemantic segmentation of aerial images in urban areas with class-specific higher-order cliques (PDF, 2.7 MB)vertical_align_bottom ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. II(3/W4), 2015, pp. 127-133. PIA15+HRIGI15 best paper award
- Javier Montoya, Jan D. Wegner, Lubor Ladicky, Konrad Schindler DownloadOn the evaluation of higher-order cliques for road network extraction (PDF, 5.6 MB)vertical_align_bottom Joint Urban Remote sensing Event (JURSE), Lausanne, Switzerland, 2015.
Other Publications
- Piotr Tokarczyk, J.P. Leitao, J. Rieckermann, K. Schindler, F. Blumensaat, DownloadNutzung von Drohnen und Luftbildern in der Siedlungswasserwirtschaft (PDF, 2.1 MB)vertical_align_bottom, Geomatik Schweiz
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler, external pageAdvances in Hyperspectral and Multispectral Image Fusion and Spectral Unmixingcall_made, ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XL-3/W3, pp. 451–458. ISPRS Geospatial Week 2015, La Grande Motte, France.
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler, DownloadHyperspectral Image Fusion (PDF, 3.2 MB)vertical_align_bottom, 36th Asian Conference on Remote Sensing (ACRS), Manila, Philippines, 19-23 October 2015
- Konrad Schindler, Wilfried Hartmann, Michal Havlena, DownloadRecent Developments in Large-scale Tie-point Search (PDF, 4.3 MB)vertical_align_bottom, 55th Photogrammetric Week, Stuttgart, 2015
- Piotr Tokarczyk, Leitao J.P., Rieckermann J., Konrad Schindler, Blumensaat F. DownloadEnabling high-quality observations of surface imperviousness for water runoff modelling from unmanned aerial vehicles (PDF, 36 KB)vertical_align_bottom European Geosciences Union (EGU) General Assembly, Vienna, Austria, 12-17 April 2015
- Laura Leal-Taixe, Anton Milan, Ian Reid, Stefan Roth, Konrad Schindler external pageMOTChallenge 2015: Towards a Benchmark for Multi-Target Trackingcall_made arXiv:1504.01942
- Asli Ozdarıcı-Ok, Ali Ozgun Ok, Konrad Schindler, Investigating the Effect of the Graph-based Image Classification Strategy for Agricultural Crop Mapping, Turkish National Photogrammetry and Remote Sensing Symposium, Konya, Turkey, 2015 (no link available, publication in Turkish language)
Book Chapters
- Konrad Schindler DownloadMathematical Foundations of Photogrammetry (PDF, 340 KB)vertical_align_bottom Handbook of GeomathematicsW. Freeden, Z. Nashed, T. Sonar (eds)Springer Reference
- Konrad Schindler, Wolfgang Foerstner DownloadPhotogrammetry (PDF, 97 KB)vertical_align_bottom Computer Vision: A Reference Guide, Katsushi Ikeuchi (EiC), Springer Reference
Journals
- T. T. Pham, T. Chin, K. Schindler, D. Suter DownloadInteracting geometric priors for robust multi-model fitting (PDF, 340 KB)vertical_align_bottom IEEE Transactions on Image Processing, vol. 23(10), 2014, pp. 4601-4610
- Avelar S., Tokarczyk P. DownloadAnalysis of Land Use and Land Cover Change in a Coastal Area of Rio de Janeiro Using High Resolution Remotely Sensed Data (PDF, 3.8 MB)vertical_align_bottom Journal of Applied Remote Sensing, vol. 8(1), 2014.
- Rottensteiner, F., Sohn, G., Gerke, M., Wegner, J.D., Breitkopf, U., Jung, J. external pageResults of the ISPRS Benchmark on Urban Object Detection and 3D Building Reconstructioncall_made ISPRS Journal of Photogrammetry and Remote Sensing, vol. 93, 2014, pp. 256-271.
- PascalTheiler, Jan D. Wegner, Konrad Schindler, DownloadKeypoint-based 4-Points Congruent Sets - automated marker-less registration of laser scans (PDF, 8.5 MB)vertical_align_bottom ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, 2014, pp. 149-163.
- Jan D. Wegner, J.R. Ziehn, Uwe Soergel, external pageCombining high-resolution optical and InSAR features for height estimation of buildings with flat roofscall_made IEEE Transactions on Geoscience and Remote Sensing, vol. 52(9), 5840-5854, 2014
- Anton Milan, Stefan Roth, Konrad Schindler DownloadContinuous Energy Minimization for Multi-target Tracking (PDF, 2 MB)vertical_align_bottom IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(1):58-72, 2014
Conferences (full paper peer-reviewed)
- A. Milan, S. Roth, K. Schindler, M. Kudo DownloadPrivacy Preserving Multi-target Tracking (PDF, 1.2 MB)vertical_align_bottom ACCV Workshop on Human Identification for Surveillance, Singapore, 2014
- Veenendaal, D. and Bezbradica, M. and Novak, D. and Block, P. DownloadControlling the geometry and forces of hybrid cable-net and fabric formworks (PDF, 384 KB)vertical_align_bottom Proceedings of the IASS-SLTE 2014 Symposium, Brasilia, Brasil, 2014
- J. Montoya, J.D. Wegner, L. Ladicky, K. Schindler. DownloadMind the gap: modeling local and global context in (road) networks (PDF, 5.6 MB)vertical_align_bottom German Conference on Pattern Recognition (GCPR), Muenster, Germany, 2014.
- R. Henschel, L. Leal-Taixe,B Rosenhahn DownloadEfficient Multiple People Tracking Using Minimum Cost Arborescences (PDF, 2.4 MB)vertical_align_bottom German Conference on Pattern Recognition (GCPR), Muenster, Germany, 2014.
- Pascal Theiler, Jan D. Wegner, Konrad Schindler, DownloadFast registration of laser scans with 4-points congruent sets - what works and what doesn't (PDF, 4.9 MB)vertical_align_bottom Photogrammetric Computer Vision (PCV), ISPRS Technical Commission III Midterm Symposium, Zurich, Switzerland, 2014
- Christoph Vogel, Stefan Roth, Konrad Schindler DownloadView-Consistent 3D Scene Flow Estimation over Multiple Frames (PDF, 16.3 MB)vertical_align_bottom 13th European Conference on Computer Vision (ECCV), Zurich, Switzerland,2014
- Michal Havlena, Konrad Schindler DownloadVocMatch: Efficient Multiview Correspondence for Structure from Motion (PDF, 4.7 MB)vertical_align_bottom(Downloadsupplementary material (ZIP, 17 MB)vertical_align_bottom) 13th European Conference on Computer Vision (ECCV), Zurich, Switzerland,2014
- M. Z. Zia, M. Stark, and K.Schindler DownloadAre Cars Just 3D Boxes? - Jointly Estimating the 3D Shape of Multiple Objects (PDF, 2 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
- Wilfried Hartmann, Michal Havlena, Konrad Schindler DownloadPredicting matchability (PDF, 5.6 MB)vertical_align_bottom(Downloadsupplementary material (ZIP, 9.4 MB)vertical_align_bottom) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
- L. Leal-Taixé, M. Fenzi, A. Kuznetsova, B. Rosenhahn, S. Savarese DownloadLearning an image-based motion context for multiple people tracking (PDF, 3.7 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
Conferences (abstract reviewed)
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler, DownloadGeometric accuracy investigations of AVHRR orthoimages (PDF, 692 KB)vertical_align_bottom, In proc. of 35th Asian Conference on Remote Sensing, 27-31 October, Nay Pyi Taw, Myanmar.
- Jan D. Wegner, Javier Montoya, Konrad Schindler, DownloadExtraction of road networks from aerial photos with minimum cost paths and PN-Potts potentials (PDF, 76 KB)vertical_align_bottom, Proceedings of 12th Swiss Geoscience Meeting, Fribourg, 2014
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler DownloadA Comparison and Combination of Methods for Co-registration of Multi-modal Images (PDF, 391 KB)vertical_align_bottom 35th Asian Conference on Remote Sensing (ACRS), Nay Pyi Taw, Myanmar, 27-31 October 2014
- K. Cho, H. Wakabayashi, C.H. Yang, U. Soergel, C. Lanaras, E. Baltsavias, E. Rupnik, F. Nex, F. Remondino DownloadRapidmap Project for Disaster Monitoring (PDF, 1.2 MB)vertical_align_bottom 35th Asian Conference on Remote Sensing (ACRS), Nay Pyi Taw, Myanmar, 27-31 October 2014
- C.H. Yang, U. Soergel, C. Lanaras, E. Baltsavias, K. Cho, F. Remondino, H. Wakabayashi DownloadRapid Disaster Analysis based on Remote Sensing: A Case Study about the Tohoku Tsunami Disaster 2011 (PDF, 3.1 MB)vertical_align_bottom ISPRS Technical Commission VII Midterm Symposium, Istanbul, Turkey, 2014
- Moy de Vitry M., Leitao J. P., Tokarczyk P., Rieckermann J., DownloadPhotogrammetrische Fernerkundung mit autonomen Mini-Drohnen in der Siedlungshydrologie (PDF, 1.2 MB)vertical_align_bottom Aqua Urbanica 2014. 23-24 Oktober 2014, Innsbruck
- Tokarczyk P., Rieckermann J., Blumensaat F., Leitao J. P., Schindler K., DownloadUAV-based mapping of surface imperviousness for water runoff modelling (PDF, 141 KB)vertical_align_bottom 12th Swiss Geoscience Meeting. 21-22 November 2014, Fribourg
- M. Z. Zia, M. Stark, K. Schindler, DownloadHigh-Resolution 3D Layout from a Single View (PDF, 423 KB)vertical_align_bottom CVPR Scene Understanding Workshop (SUNw)
- S. Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth, B. Schiele, DownloadLearning People Detectors for Tracking in Crowded Scenes (PDF, 1.9 MB)vertical_align_bottom CVPR Scene Understanding Workshop (SUNw)
- Christop Vogel, Stefan Roth, Konrad Schindler, DownloadPiecewise Rigid 3D Scene Flow (PDF, 6.3 MB)vertical_align_bottom CVPR Scene Understanding Workshop (SUNw)
- S. Kocaman Aksakal, E. Baltsavias, and K. Schindler, Geometric accuracy assessment of AVHRR orthoimages from METOP-2, Geometric accuracy assessment of AVHRR orthoimages from METOP-2
- M. Z. Zia, M. Stark, K. Schindler DownloadPhysically Grounded 3D Scene Interpretation with Detailed Object Models (PDF, 422 KB)vertical_align_bottom CVPR Vision Meets Cognition Workshop
- L. Leal-Taixe, M. Fenzi, A. Kuznetsova, B. Rosenhahn, S. Savarese DownloadMulti-target tracking with context from interaction feature strings (PDF, 1.3 MB)vertical_align_bottom CVPR Scene Understanding Workshop (SUNw)
Journals
- M.Z. Zia, M. Stark, B. Schiele, K. Schindler DownloadDetailed 3D Representations for Object Modeling and Recognition (PDF, 27.6 MB)vertical_align_bottom IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(11):2608-2623, 2013
- C. Wojek, S. Walk, S. Roth, K. Schindler, and B. Schiele DownloadMonocular visual scene understanding: understanding multi-object traffic scenes (PDF, 6.7 MB)vertical_align_bottom IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(4):882–897, 2013
- S.K. Aksakal DownloadGeometric Accuracy Investigations of SEVIRI High Resolution Visible (HRV) Level 1.5 Imagery (PDF, 1.2 MB)vertical_align_bottom Remote Sensing, 2013/5
- T.K. Kohoutek, R. Mautz, J.D. Wegner external pageFusion of Building Information and Range Imaging for Autonomous Location Estimation in Indoor Environmentscall_made Sensors, 13(2): 2430-2446, 2013
Conferences (full paper peer-reviewed)
- D. Novak, K. Schindler DownloadApproximate Registration of Point Clouds with Large Scale Differences (PDF, 12.7 MB)vertical_align_bottom Laserscanning Workshop 2013, Antalya
- M. Havlena, W. Hartmann, K. Schindler DownloadOptimal Reduction of Large Image Databases for Location Recognition (PDF, 978 KB)vertical_align_bottom IEEE ICCV Workshop on Big Data in 3D Computer Vision (BD3DCV), Sydney, Australia, 2013
- C. Vogel, K. Schindler, S. Roth DownloadPiecewise Rigid Scene Flow (PDF, 11.1 MB)vertical_align_bottom International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
- S.Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth, B. Schiele DownloadLearning People Detectors for Tracking in Crowded Scenes (PDF, 2.7 MB)vertical_align_bottom International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
- P.W. Theiler, J.D. Wegner, K. Schindler DownloadMarkerless point cloud registration with keypoint-based 4-points congruent sets (PDF, 2.4 MB)vertical_align_bottom ISPRS Workshop on Laser Scanning, Antalya, Turkey, 2013
- C. Vogel, S. Roth, K. Schindler DownloadAn Evaluation of Data Costs for Optical Flow (PDF, 640 KB)vertical_align_bottom German Conference on Pattern Recognition (GCPR), Saarbrücken, Germany, 2013
- A. Milan, K. Schindler, and S. Roth DownloadDetection- and Trajectory-Level Exclusion in Multiple Object Tracking (PDF, 6.8 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- M.Z. Zia, M. Stark, K. Schindler DownloadExplicit Occlusion Modeling for 3D Object Class Representations (PDF, 17.1 MB)vertical_align_bottom(DownloadSupplementary material (PDF, 6.4 MB)vertical_align_bottom, Code and dataset) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- J.D. Wegner, J. Montoya, K. Schindler DownloadA higher-order CRF model for road network extraction (PDF, 7.7 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- A. Milan, K. Schindler, S. Roth DownloadChallenges of Ground Truth Evaluation of Multi-Target Tracking (PDF, 1.9 MB)vertical_align_bottom IEEE CVPR Workshop on Ground Truth, Portland, USA, 2013
- P. Tokarczyk, J. D. Wegner, S. Walk, K. Schindler DownloadBeyond Hand-Crafted Features in Remote Sensing (PDF, 7 MB)vertical_align_bottom ISPRS Workshop on 3D Virtual City Modeling (VCM 2013), Regina, Canada, 2013
- S. Galliani, Y. C. Ju, M. Breuß, A. Bruhn DownloadGeneralised perspective shape from shading in spherical coordinates (PDF, 666 KB)vertical_align_bottom Scale Space and Variational Methods in Computer Vision (SSVM), Graz, Austria, 2013
- J. Montoya, C. Leistner, K. Schindler DownloadSemantic Tie Points (PDF, 2.4 MB)vertical_align_bottom IEEE Workshop on the Applications of Computer Vision (WACV), Florida, USA, 2013
Conferences (abstract reviewed)
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler DownloadGeometric Accuracy Assessment Of MSG-SEVIRI Level 1.5 Imagery (PDF, 239 KB)vertical_align_bottom Joint EUMETSAT/AMS Conference, Vienna, Austria, 16-20 September 2013
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler DownloadAnalysis of the Geometric Accuracy of MSG-SEVIRI Imagery for Estimation of Climate Variables (PDF, 762 KB)vertical_align_bottom. 34th Asian Conference on Remote Sensing, Bali, Indonesia, 20-24 October 2013
- A. Sasagawa, E. Baltsavias, S. Kocaman Aksakal, J.D. Wegner DownloadInvestigation on automatic change detection using pixel-changes and DSM-changes with ALOS-PRISM triplet images (PDF, 1014 KB)vertical_align_bottom Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 2013
- M.Z. Zia, M. Stark, K. Schindler DownloadTowards Scene Understanding with Detailed 3D Object Representations (PDF, 2.9 MB)vertical_align_bottom IEEE CVPR Workshop on Scene Understanding, Portland, USA, 2013
Journals
- K. Schindler DownloadAn overview and comparison of smooth labeling methods for land-cover classification (PDF, 1.7 MB)vertical_align_bottom IEEE Transactions on Geosciences and Remote Sensing, 2012 (Page 4534-4545, Number 11, Volume 50)
- B. Stienen, K. Schindler, and B. de Gelder DownloadA computational feed-forward model predicts categorization of masked emotional body language for longer, but not for shorter latencies (PDF, 3.5 MB)vertical_align_bottom Neural Computation
Conferences (full paper peer-reviewed)
- C. Vogel, A. Bauder, and K. Schindler DownloadOptical flow for glacier motion estimation (PDF, 3.4 MB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- A. Velizhev, R. Shapovalov, and K. Schindler DownloadAn Implicit Shape Model for object detection in 3d point clouds (PDF, 1.2 MB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- P. W. Theiler and K. Schindler DownloadAutomatic registration of terrestrial laser scanner point clouds using natural planar surfaces (PDF, 224 KB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- P. Tokarczyk, J. Montoya, and K. Schindler DownloadAn evaluation of feature learning methods for high resolution image classification (PDF, 1.5 MB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- A. Andriyenko, K. Schindler, and S. Roth DownloadDiscrete-continuous optimization for multi-target tracking (PDF, 1.4 MB)vertical_align_bottom IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI
- N. Demir, E. Baltsavias DownloadAutomated modeling of 3D building roofs using LIDAR and image data (PDF, 4 MB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
Conferences (abstract reviewed)
- Soukal, P., Baltsavias, E. DownloadAutomatic point matching between SAR and optical image, match point quality characterisation and error detection (PDF, 115 KB)vertical_align_bottom Proc. of IGARSS2012, Munich, Germany
- Soukal, P., Baltsavias, E. DownloadImage matching error detection with focus on matching of SAR and optical images (PDF, 3.9 MB)vertical_align_bottom Proc. of ACRS2012, Pattaya, Thailand, 2012
- W. Hartmann, S. Tilch, H. Eisenbeiss, and K. Schindler DownloadDetermination of the UAV position by automatic processing of thermal images (PDF, 2 MB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- D. Novak, P. Tokarczyk, and P. W. Theiler DownloadModeling of the "Plan da Mattun" archaeological site using a combination of different sensors (PDF, 880 KB)vertical_align_bottom 22nd ISPRS Congress, Melbourne, Australia
- K. Schindler, W. Foerstner, and N. Paparoditis (editors), Proceedings of the ICCV Workshop on Computer Vision for Remote Sensing of the Environment, IEEE Press, 2011, Proc. International Conference on Computer Vision Workshops 2011
- Zia, M.Z.; Stark, M.; Schiele, B.; Schindler, K. DownloadRevisiting 3D geometric models for accurate object shape and pose (PDF, 9.1 MB)vertical_align_bottom Proc. 3rd IEEE Workshop on 3d Representation and Recognition
- Vogel, C.; Roth, S.; Schindler, K. Download3d scene flow estimation with a rigid motion prior (PDF, 8 MB)vertical_align_bottom Proc. International Conference on Computer Vision
- Schindler, K.; Papasaika, H.; Schutz, S.; Baltsavias, E. DownloadImproving wide-area DEMs through data fusion - chances and limits (PDF, 1.4 MB)vertical_align_bottom (invited paper) Proc. 53rd Photogrammetric Week
- Papasaika, H.; Kokiopoulou, E.; Baltsavias, E.; Schindler, K., Accuracy estimation and fusion of digital elevation models, Proc. 32nd Asian Conference on Remote Sensing
- Andriyenko, A.; Roth, S.; Schindler, K. DownloadAn analytical formulation of global occlusion reasoning for multi-target tracking (PDF, 2.6 MB)vertical_align_bottom Proc. 11th IEEE Workshop on Visual Surveillance
- Andriyenko, A.; Schindler, K. DownloadMulti-target tracking by continuous energy minimization (PDF, 2.4 MB)vertical_align_bottom Proc. IEEE Conference on Computer Vision and Pattern Recognition
- Papasaika, H.; Kokiopoulou, E.; Baltsavias, E.; Schindler, K.; Kressner, D. DownloadFusion of digital elevation models using sparse representations (PDF, 285 KB)vertical_align_bottom Proc. Photogrammetric Image Analysis
- Papasaika, H.; Schutz, S.; Baltsavias, E.; Schindler, K., Verbesserung grossflächiger DHMs mittels fusion, Geomatik Schweiz
- Novak, D.; Baltsavias, E.; Schindler, K. DownloadReliable image matching with recursive tiling (PDF, 1.6 MB)vertical_align_bottom Proc. Photogrammetric Image Analysis
- Ingensand, H.; Grimm, D.; Tilch, S.; Mautz, R.; Theiler, P.; Schindler, K., Geodätische Messtechnik und Ingenieurgeodäsie am IGP ETHZ, Geomatik Schweiz
- Wojek, C.; Roth, S.; Schindler, K.; Schiele, B. DownloadMonocular 3D scene understanding and inference: understanding multi-object traffic scenes (PDF, 3.3 MB)vertical_align_bottom Proc. 11th European Conference on Computer Vision
- Walk, S.; Majer, N.; Schindler, K.; Schiele, B. DownloadNew features and insights for pedestrian detetion (PDF, 2.2 MB)vertical_align_bottom Proc. IEEE Conference on Computer Vision and Pattern Recognition
- Walk, S.; Schindler, K.; Schiele, B. DownloadDisparity statistics for pedestrian detection: combining appearance, motion, and stereo (PDF, 3.2 MB)vertical_align_bottom Proc. 11th European Conference on Computer Vision
- Schindler, K.; Ess, A.; Leibe, B.; Gool, L. Van DownloadAutomatic detection and tracking of pedestrians from a moving stereo rig (PDF, 5.2 MB)vertical_align_bottom ISPRS Journal of Photogrammetry and Remote Sensing
- Schindler, K.; Gool, L. Van DownloadFast categorisation of articulated human motion (PDF, 1.9 MB)vertical_align_bottom Machine Learning for Human Motion Analysis: Theory and Practice
- Andriyenko, A.; Schindler, K. DownloadGlobally optimal multi-target tracking on a hexagonal lattice (PDF, 5.6 MB)vertical_align_bottom Proc. 11th European Conference on Computer Vision
- Ozden, K. E.; Schindler, K.; Gool, L. Van DownloadMultibody structure-from-motion in practice (PDF, 2 MB)vertical_align_bottom IEEE Transactions on Pattern Analysis and Machine Intelligence
- Papasaika, Haris; Baltsavias, Emmanuel, Quality Evaluation of DEMs, Accuracy 2010 - Proceedings of the Ninth International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences
- Ess, A.; Schindler, K.; Leibe, B.; Gool, L. Van DownloadObject detection and tracking for autonomous navigation in dynamic environments (PDF, 3.3 MB)vertical_align_bottom International Journal of Robotics Research
- Pellegrini, S.; Ess, A.; Schindler, K.; Gool, L. Van DownloadYou'll never walk alone: modeling social behavior for multi-target tracking (PDF, 2.8 MB)vertical_align_bottom Proc. 12th International Conference on Computer Vision
- Hamer, H.; Schindler, K.; Koller-Meier, E.; Gool, L. Van DownloadTracking a hand manipulating an object (PDF, 1.6 MB)vertical_align_bottom Proc. 12th International Conference on Computer Vision
- Ess, A.; Schindler, K.; Leibe, B.; Gool, L. Van DownloadImproved multi-person tracking with active occlusion handling (PDF, 1.9 MB)vertical_align_bottom Proc. ICRA Workshop on People Detection and Tracking
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- Schindler, K.; Gool, L. Van; de Gelder, B. DownloadRecognizing emotions expressed by body pose: a biologically inspired neural model (PDF, 1.8 MB)vertical_align_bottom Neural Networks
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- Pellegrini, S.; Schindler, K.; Nardi, D. DownloadA generalization of the ICP algorithm for articulated bodies (PDF, 1.5 MB)vertical_align_bottom Proc. 19th British Machine Vision Conference
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- Ess, A.; Schindler, K.; Leibe, B.; Gool, L. Van DownloadRobust multi-person tracking from moving platforms (PDF, 547 KB)vertical_align_bottom Logic and Probability for Scene Interpretation, Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik, Germany
- Gammeter, S.; Ess, A.; Jaeggli, T.; Schindler, K.; Leibe, B.; Gool, L. Van DownloadArticulated multibody tracking under egomotion (PDF, 4.4 MB)vertical_align_bottom Proc. 10th European Conference on Computer Vision
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