Publications
Journals
- Obukhov, A., Usvyatsov, M., Sakaridis, C., Schindler, K., Van Gool, L.: external page TT-NF: Tensor Train Neural Fields. IEEE Journal of Selected Topics in Signal Processing, 2024.
- Tuia, D., Schindler, K., Demir, B., Zhu, X.X., Kochupillai, M., Džeroski, S., van Rijn, J.N., Hoos, H.H., Del Frate, F., Datcu, M., Markl, V., Le Saux, B., Schneider, R., Camps-Valls, G.: external page Artificial intelligence to advance earth observation. IEEE Geoscience and Remote Sensing Magazine, 2024.
- Hafner, E.D., Kontogianni, R., Daudt, R.C., Oberson, L., Wegner, J.D., Schindler, K., Bühler, Y.: external page Interactive snow avalanche segmentation from webcam imagery: results, potential and limitations. The Cryosphere, 18:3807-3823, 2024.
- Wielgosz, M., Puliti, S., Xiang, B., Schindler, K., Astrup, R.: external page SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data. Remote Sensing of Environment, 313:114367, 2024.
- Metzger, N., Daudt, R.C., Tuia, D., Schindler, K.: external page High-resolution population maps derived from Sentinel-1 and Sentinel-2. Remote Sensing of Environment, 2024.
- Liu, Y., Obukhov, A., Wegner, J.D., Schindler, K.: external page Point2Building: Reconstructing buildings from airborne LiDAR point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 2024.
- Chaudhary, P., Leitão, J.P., Schindler, K., Wegner, J.D.: external page Flood Water Depth Prediction with Convolutional Temporal Attention Networks. 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 page Global, spatially explicit modelling of zenith wet delay with XGBoost. Journal of Geodesy, Volume 98, article number 23, (2024).
- Xiang, B., Wielgosz, M., Kontogianni, T., Peters, T., Puliti, S., Astrup, R., Schindler, K.: external page Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning. 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 page Three Centuries of Snowpack Decline at an Alpine Pass Revealed by Cosmogenic Paleothermometry and Luminescence Photochronometry. Geophysical Research Letters, Volume 51, Issue 2, 2024.
Conferences (full paper peer-reviewed)
- Zhu, L., Li Y., Sandström, E., Huang, S., Schindler, K., Armeni, I.: external page LoopSplat: Loop Closure by Registering 3D Gaussian Splats. International Conference on 3D Vision, 2025.
- Yue, Y., Das, A., Engelmann, F., Tang, S., Lenssen, J.E.: external page Improving 2D Feature Representations by 3D-Aware Fine-Tuning. European Conference on Computer Vision (ECCV), 2024.
- Zhang, X., Ke, B., Riemenschneider, H., Metzger, N., Obukhov, A., Gross, M., Schindler, K., Schroers, C.: external page BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation. In Advances in Neural Information Processing Systems, 2024.
- Jia, Y., Hoyer, L., Huang, S., Wang, T., Van Gool, L., Schindler, K., Obukhov, A.: external page DGInStyle: Domain-Generalizable Semnatic Segmentation with Image Diffusion Models and Stylized Semantic Control. In Proc. European Conference on Computer Vision, Milan, Italy, 2024.
- Kalischek, N., Peters, T., Wegner, J.D., Schindler, K.: external page TetraDiffusion: tetrahedral diffusion models for 3d shape generation. In Proc. European Conference on Computer Vision, Milan, Italy, 2024.
- Jiang, Y., Sainte Fare Garnot, V., Schindler, K., Wegner, J.D.: external page Uncertainty voting ensemble for imbalanced deep regression. In Proc. German Conference on Pattern Recognition, München, Germany, 2024.
- Çelen, A., Han, G., Schindler, K., Van Gool, L, Armeni, I, Obukhov, A., Wang, X.: external page I-Design: Personalized LLM interior designer. In ECCV Workshop on computer Vision for Metaverse, 2024.
- Zhu, L., Huang, S., Schindler, K., Armeni, I.: external page Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
- Wu, H., Zuo, X., Leutenegger, S., Litany, O., Schindler, K., Huang, S.: external page Dynamic LiDAR Re-simulation using Compositional Neural Fields. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
- Liu, Y., Obukhov, A., Wegner, J.D., Schindler, K.: external page Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
- Ke, B., Obukhov, A., Huang, S., Metzger, N., Caye Daudt, R., Schindler, K.: external page Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
- Wu, S., Chen, Y., Landrieu, L., Gonthier, N., Mermet, S., Hurni, L., Schindler, K.: external page StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
- Yue, Y., Mahadevan, S., Schult, J., Engelmann, F., Leibe, B., Schindler, K., Kontogianni, T.: external page AGILE3D: Attention Guided Interactive Multi-Object 3D Segmentation. ICLR 2024.
- Chen, X., Wang, D., Schindler, K., Sun, M., Wang, Y., Savioli, N., Meng, L.: external page Box2Poly: Memory-efficient polygon prediction of arbitrarily shaped and rotated text. AAAI Conference on Artificial Intelligence, 2024
- Rodriguez, A.C., D'Aronco, S., Daudt, R.C., Wegner, J.D., Schindler, K.: external page Recognition of Unseen Bird Species by Learning from Field Guides. IEEE/CVF Winter Conference on Applications of Computer Vision, 2024.
Book Chapters
Other Publications
- Hafner, E.D., Techel, F., Heisig, H., Dal, J.F., Bühler, Y.: external page Remotely Sensed Avalanche Activity During Three Extreme Avalanche Periods In Switzerland. ISSW Internationnal Snow Science Workshop 2024, Tromsö, Norway.
- Dal, J.F., Hafner, E.D., Peters, T., Narnhofer, D., Caye Daudt, R., Heisig, H., Bühler, Y.: external page Automated Snow Avalanche Mapping With Deep Learning In Aerial Imagery From The Extreme Avalanche Winter Of 1999. ISSW International Snow Science Workshop 2024, Tromsö, Norway.
- 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.: Download Estimating fine-grained population growth rates from coarse census data. (PDF, 798 KB) In IEEE International Geoscience and Remote Sensing Symposium, 2024.
- Biegel, S., Schindler, K., Stocker, B.: external page Causal inference of the CO2 fertilisation effect from ecosystem flux measurements. EGU 2024.
- Turkoglu, M.O., Aasen, H., Schindler, K., Wegner, J.D.: external page Country-wide Cross-Year Crop Mapping from Optical Satellite Image Time Series. EGU 2024.
Journals
- Stucker, C., Sainte Fare Garnot, V., Schindler, K.: external page U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series. IEEE Transactions on Geoscience and Remote Sensing, Volume 61, 2023.
- Rodriguez, A.C., D’Aronco, S., Schindler, K., Wegner, J. D.: external page Fine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2023.
- Lang, N., Jetz, W., Schindler, K., Wegner, J.D.: external page A high-resolution canopy height model of the Earth. Nature Ecology & Evolution, 2023.
- Metzger, N., Türkoglu, M.O., Caye Daudt, R., Wegner J.D., Schindler, K.: external page Urban Change Forecasting from Satellite Images. 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 page Accuracy and consistency of space-based vegetation height maps for forest dynamics in alpine terrain. 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 page Avalanche size estimation and avalanche outline determination by experts: reliability and implications for practice. EGU, Natural Hazards and Earth System Sciences, Volume 23, issue 8, 2023.
- Xiang, B., Yue, Y., Peters, T., Schindler, K.: external page A Review of Panoptic Segmentation for Mobile Mapping Point Clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Hong, Y., Yang, Z., Schindler, K., Raubal, M.: external page Context-aware multi-head self-attenional neural network model for next location prediction. Transportation Research: Part C, 2023.
- Peters, T., Brenner, C., Schindler, K.: external page Semantic segmentation of mobile mapping point clouds via multi-view label transfer. 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 page Cocoa plantations are associated with deforestation in Côte d'Ivoire and Ghana. Nature Food, 2023.
- Renier, C., Vandromme, M., Meyfroidt, P., Ribeiro, V., Kalischek, N., Zu Ermgassen, E.K.H.J.: external page Transparency, traceability and deforestation in the Ivorian cocoa supply chain. Environmental Research Letters, Volume 18, Number. Doi: 10.1088/1748-9326/acad8e.
- Rueegg, N., Zuffi, S., Schindler, K., Black, M.J.: external page BARC: Breed-Augmented Regression Using Classification for 3D dog Reconstruction from Images. International Journal of Computer Vision, doi: 10.1007/s11263-023-01780-3.
- Kantarcioglu, O., Kocaman, S., Schindler, K.: external page Artificial neural networks for assessing forest fire susceptibility in Türkiye. Ecological Informatics, 2023.
- Wu, S., Schindler, K., Heitzler, M., Hurni, L.: external page Domain adaptation in segmenting historical maps: A weakly supervised approach through spatial co-occurence. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Caye Daudt, R., Wulf, H., Hafner, E.D., Bühler, Y., Schindler, K., Wegner, J.D.: external page Snow depth estimation at country-scale with high spatial and temporal resolution. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
- Becker, A., Russo, S., Puliti, S., Lang, N., Schindler, K., Wegner, J.D.: external page Country-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles. ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
Conferences (full paper peer-reviewed)
- Wu, S., Chen, Y., Schindler, K. , Hurni, L.: external page Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps. ACM SIGSPATIAL Conference, 2023.
- Sun, H., Gong, R., Schindler, K., Van Gool, L.: external page SF-FSDA: source-free few-shot domain adaptive object detection with efficient labeled data factory. Conference on Lifelong Learning Agents, 2023.
- Saha, S., Hoyer, L., Obukhov, A., Dai, D., Van Gool, L.: external page EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation. International Conference on Computer Vision, 2023.
- Huang, S., Gojic, Z., Wang, Z., Williams, F., Kasten, Y., Fidler, S., Schindler, K., Litany, O.: external page Neural LiDAR Fields for Novel View Synthesis. International Conference on Computer Vision, 2023.
- Cai, S., Chan, E.R., Peng, S., Shahbazi, M., Obukhov, A., Van Gool, L., Wetzstein, G.: external page DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models. International Conference on Computer Vision, 2023.
- Xiang, B., Peters, T., Kontogianni, T., Vetterli, F., Puliti, S., Astrup, R., Schindler, K.: external page Towards accurate instance segmentation in large-scale LiDAR point clouds. 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 page Neural Fields meet Explicit Geometric Representation for Inverse Rendering of Urban Scenes. 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 page DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023.
- Metzger, N., Daudt, R. C., Schindler, K.: external page Guided depth super-resolution by deep anisotropic diffusion. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Yue, Y., Kontogianni, T., Schindler, K., Engelmann, F.: external page Connecting the dots: Floorplan reconstruction using two-level queries. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Rueegg, N., Tripathi, S., Schindler, K., Black, M. J., Zuffi, S.: external page BITE: Beyond priors for improved three-D dog pose estimation. 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 page BiasBed – rigorous texture bias evaluation. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
- Kontogianni, T., Celikkan, E., Tang, S., Schindler, K.: external page Interactive object segmentation in 3d point clouds. International Conference on Robotics and automation (ICRA), 2023.
Book Chapters
Other Publications
- Crocetti, L., Schartner, M., Schindler, K., Soja, B.: external page A Global Machine Learning-based Zenith Wet Delay Forecasting Model. AGU23, San Francisco, 2023.
- Graubner, A., Kapp-Schwoerer, L., Kashinath, K., Schindler, K., Kim, S.: external page Crowd-Sourced Annotation of Extreme Weather Events: A Novel Benchmark Dataset and Machine Learning Applications for Future Climate Scenarios. AGU23, San Francisco, 2023.
- Dietrich, O., Peters, T., Sainte Fare Garnot, V., Schindler, K., Wegner, J.D.: Download Detecting War Destruction in Ukraine using Sentinel-1 Time-Series (PDF, 142 KB). AI4EO Symposium, Munich, 2023.
- Obukhov, A., Usvyatsov, M., Sakaridis, C., Schindler, K., Van Gool, L.: external page TT-NF: Tensor Train Neural Fields. ICLR Neural Fields Workshop, 2023.
- Liu, Y., Obukhov, A., Wegner, J.D., Schindler, K.: external page Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. 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.: Download Recognition of unseen bird species by learning from field guides. (PDF, 1.1 MB) In CVPR Workshop on Fine-Grained Visual Categorization, 2023.
- Kantarcioglu, O., Schindler, K. and Kocaman, S.: external page Forest Fire Susceptibility Assessment With Machine Learning Methods In North-East Turkiye. 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 page Using interactive object segmentation to derive avalanche outlines from webcam imagery. EGU General Assembly, Geophyiscal Research Abstract, 2023.
- Crocetti, L., Schartner, M., Schindler, K. and Soja B.: external page Forecasting of tropospheric parameters using meteorological data and machine learning. EGU General Assembly, Geophysical Research Abstracts, 2023.
- Hübner, L., Brockmann, E., Crocetti, L., Schindler, K., and Soja, B.: external page Land motion in europe imaged by GNSS. EGU General Assembly, Geophysical Research Abstracts, 2023.
Journals
- Peters, T., Brenner, C., Schindler, K.: external page Semantic segmentation of mobile mapping point clouds via multi-view label transfer. 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 page Transparency, traceability and deforestation in the Ivorian cocoa supply chain. 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 page Fine-grained population mapping from coarse census counts and open geodata. Scientific Reports, 12, 20085, 2022, doi: 10.1038/s41598-022-24495-w.
- Tom, M., Wu, T., Baltsavias, E., Schindler, K.: external page Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery. 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 page Flood Uncertainty Estimation Using Deep Ensembles, 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 page Automated avalanche mapping from SPOT 6/7 satellite imagery with deep learning: results, evaluation, potential and limitations, The Cryosphere, 16 (9), 3517-3530, 2022, doi: 10.5194/tc-16-3517-2022.
- Tom, M., Jiang, Y., Baltsavias, E., Schindler, K.: external page Learning a Joint Embedding of Multiple Satellite Sensors: A Case Study for Lake Ice Monitoring, IEEE Transactions on Geoscience and Remote Sensing, 60, 4306315, 2022, doi: 10.1109/TGRS.2022.3211184.
- Usvyatsov, M., Ballester-Ripoll, R., Schindler, K.: external page tntorch: Tensor Network Learning with PyTorch, 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 page Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations, IEEE Transactions on Geoscience and Remote Sensing, 2022, vol. 60, pp. 1-12, doi: 10.1109/TGRS.2021.3101965, [external page code].
- Persello, C., Wegner, J.D., Hänsch, R., Tuia, D., Ghamisi, P., Koeva, M., Camps-Vals, G.: external page Deep Learning and Earth Observation to Support the Sustainable Development Goals, 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 page The Herbarium 2021 Half-Earth Dataset and Machine Learning Competition, 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 page Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach, 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 page Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles, Remote Sensing of Environment, 2022, vol. 268, doi: 10.1016/j.rse.2021.112760. [external page code].
- Stucker, C., Schindler, K.: external page ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images, 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 page FiLM-Ensemble: Probabilistic deep learning via feature-wise linear modulation. Advances in Neural Information Processing Systems (NeurIPS), 2022.
- Usvyatsov, M., Ballester-Rippoll, R., Bashaeva, L., Schindler, K., Ferrer, G., Oseledets, I.: external page T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. British Machine Vision Conference (BMVC), 2022.
- Huang, S., Gojcic, Z., Huang, J., Wieser, A., Schindler, K.: external page Dynamic 3D Scene Analysis by Point Cloud Accumulation. European Conference on Computer Vision (ECCV), 2022.
- Rueegg, N., Zuffi, S., Schindler, K., Black, M.J.: external page BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
- Stucker, C., Ke, B., Yue, Y., Huang, S., Armeni, I., & Schindler, K.: external page ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields, ISPRS Annals - ISPRS Congress, 2022.
- De Lutio*, R., Becker*, A., D'Aronco, S., Russo, S., Wegner, J.D., Schindler, K.: external page Learning Graph Regularisation for Guided Super-Resolution, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (* authors contributed equally to this publication).
- Peters T., Brenner C., Schindler K.: external page Self-supervised Adversarial Shape Completion, ISPRS Annals - ISPRS Congress, 2022.
Book Chapters
Other Publications
- Hafner, E.D., Barton, P., Caye Daudt, R., Wegner, J.D., Schindler, K., Bühler, Y.: Download Deep learning approach to automatically identify avalanches in optical SPOT 6/7 imagery, (PDF, 1.1 MB) 2022 Swiss Geoscience Meeting SGM, Lausanne
- Jiang, Y.: Download Multi-Target Multi-Camera Drone Tracking (PDF, 5.2 MB), 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.: Download Mapping cocoa in Côte d’Ivoire and Ghana with deep learning (PDF, 4.1 MB), 2022 ESA Living Planet Symposium
- Lang, N., Jetz, W., Schindler, K., Wegner, J.D.: Download Forest canopy height mapping at global scale by fusing Sentinel-2 and GEDI (PDF, 108 KB), 2022 ESA Living Planet Symposium
- Rodriguez, A.C., D'Aronco, St., Schindler, K., Wegner, J.D.: Download Mapping oil palm density at country scale: An active learning approach (PDF, 1.8 MB), 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.: Download Fine-grained population mapping using coarse census data and satellite imagery (PDF, 63 KB), 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.: Download Annual vegetation height maps based on Sentinel-2 data – Potential applications for the Swiss National Forest Inventory (PDF, 27 KB), 2022 ESA Living Planet Symposium
- Metzger, N.: external page Forecasting Urban Development from Satellite Images, 2022 Wissenschaftlich-Technische Jahrestagung der DGPF
- Hafner, E., Barton, P., Daudt, R. C., Wegner, J. D., Schindler, K., Bühler, Y.: Download Automatically detecting avalanches with machine learning in optical SPOT6/7 satellite imagery (PDF, 92 KB), 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 page Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa, ISPRS International Journal of Geo-Information, 2021
- Rodríguez, A.C.; Daudt, R.C.; D’Aronco, S.; Schindler, K.; Wegner, J.D.: external page Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery, Remote Sensing 2021, 13, 4302
- De Lutio, R., She, Y., D'Aronco, S., Russo, S., Brun, P., Wegner, J. D., Schindler, K.: external page Digital Taxonomist: Identifying Plant Species in Community Scientists' Photographs, ISPRS Journal of Photogrammetry and Remote Sensing, 2021
- Metzger, N., Turkoglu, M. O., D’Aronco, S., Wegner, J. D., Schindler, K.: external page Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations, 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 page Crop mapping from image time series: deep learning with multi-scale label hierarchies, 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 page A Novel Structure from Motion-based Approach to Underwater Pile Field Documentation, Journal of Archaeological Science: Reports, 2021
- Rousset, G., Despinoy, M., Schindler, K., Mangeas, M.: external page Assessment of Deep Learning Techniques for Land Use Land Cover Classification in a Tropical Environment, Remote Sensing, 2021
- Rodriguez, A.C., D'Aronco, St., Schindler, K., Wegner, J.D.: external page Mapping oil palm density at country scale: An active learning approach, Remote Sensing of Environment, Vol. 261, 2021
- Lang, N., Irniger, A., Rozniak, A., Hunziker, R., Wegner, J. D., Schindler, K.: external page GRAINet: mapping grain size distributions in river beds from UAV images with convolutional neural networks, Hydrology and Earth System Sciences, Vol. 25, 2567–2597, 2021
- Turkoglu, M. O., D’Aronco, S., Wegner, J. D., Schindler, K.: external page Gating Revisited: Deep Multi-layer RNNs That Can Be Trained, 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 page Intercomparison of photogrammetric platforms for spatially continuous snow depth mapping, The Cryosphere 15(1), 2021
Conferences (full paper peer-reviewed)
- Turkoglu, M. O., Brachmann, E., Schindler, K., Brostow, G. J. , Monszpart, A.: external page Visual camera re-localization using graph neural networks and relative pose supervision, International Conference on 3D Vision (3DV), 2021
- Usvyatsov, M., Makarova, A., Ballester-Ripoll, R., Rakhuba, M., Krause, A., Schindler, K.: external page Cherry-picking gradients: Learning low-rank embeddings of visual data via differentiable cross-approximation, 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 page Mapping Vulnerable Populations with AI, ACM SIGKDD, Conference on Knowledge Discovery and Data Mining (KDD), 2021.
- Liu, Y., D’Aronco, S., Schindler, K., Wegner, J. D.: external page PC2WF: 3D wireframe reconstruction from raw point clouds, International Conference on Learning Representations (ICLR), 2021
- Huang, S., Gojcic, Z., Usvyatsov, M., Wieser, A., Schindler, K.: external page PREDATOR: Registration of 3d point clouds with low overlap, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
- Kalischek, N., Wegner, J. D., Schindler, K.: external page In the light of feature distributions: moment matching for neural style transfer, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
- Mura, C., Pajarola, R., Schindler, K., Mitra, N.: external page Walk2Map: Extracting floor plans from indoor walk trajectories, 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 page Deep learning for sub-pixel palm tree classification using spaceborne Sentinel-2 imagery, 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 page Exploring cross-city semantic segmentation of ALS point clouds, ISPRS Annals - ISPRS Congress 2021
Book Chapters
- Schindler, K., Förstner, W.: Download Photogrammetry (PDF, 97 KB) 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 page MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking, International Journal of Computer Vision, 2020
- Tom, M., Prabha, R., Wu, T., Baltsavias, E., Leal-Taixe, L., Schindler, K.: external page Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning, MDPI Remote Sensing, 2020, 12, 3555
- Ranftl R., Lasinger K., Hafner D., Schindler K., Koltun V.: external page Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
- Chaudhary, P., D'Aronco, S., Leitao, J.P., Schindler, K., Wegner, J.D.: external page Water level prediction from social media images with a multi-task ranking approach, ISPRS Journal of Photogrammetry and Remote Sensing, 2020
- Rothermel, M., Gong, K., Fritsch, D., Schindler, K., Haala, N.: external page Photometric multi-view mesh refinement for high-resolution satellite images. ISPRS Journal of Photogrammetry and Remote Sensing, 2020
- Lasinger, K., Vogel, C., Pock, T., Schindler, K.: external page 3D fluid flow estimation with integrated particle reconstruction, International Journal of Computer Vision, 2020
- Hackel, T., Usvyatsov, M., Galliani, S., Wegner J. D., Schindler, K.: external page Inference, learning and attention mechanisms that exploit and preserve sparsity in CNNs, International Journal of Computer Vision, 2020
- Laumer, D., Lang, N., van Doorn, N., Mac Aodha, O., Perona, P., Wegner, J.D.: external page Geocoding of trees from street addresses and street-level images, 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.: Download Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches (PDF, 1.3 MB), Proceedings of the IEEE European Navigation Conference (ENC), 2020
- Roscher, R., Volpi, M., Mallet, C., Drees, L., Wegner, J. D.: external page Semcity Toulouse: A Benchmark for Building Instance Segmentation in Satellite Images, ISPRS Annals - ISPRS Congress, 2020 (external page download dataset)
- Richard, A., Cherabier, I., Oswald, M. R., Pollefeys, M., Schindler, K.: external page KAPLAN: A 3D Point Descriptor for Shape Completion, Download Supplementary Material (PDF, 7.3 MB), Download Poster (PDF, 1.3 MB), Download Video (MP4, 43.5 MB), 3DV Conference, 2020
- Ruzicka, V., D’Aronco, S., Wegner, J. D., Schindler, K.: external page Deep active learning in remote sensing for data efficient change detection, ECML/PKDD Workshop on Machine Learning for Earth Observation, 2020
- Nassar, A.S., D'Aronco, S., Lefèvre, S., Wegner, J.D.: external page GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end, European Conference on Computer Vision (ECCV), 2020
- Kukelova, Z., Albl, C., Sugimoto, A., Schindler, K., Pajdla, T.: external page Minimal rolling shutter absolute pose with unknown focal length and radial distortion, European Conference on Computer Vision (ECCV), 2020
- Huang, S., Usvyatsov, M., Schindler, K.: external page Indoor scene recognition in 3D, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
- Li, J., Murray, J., Ismaili, D., Schindler, K., Albl, C.: external page Reconstruction of 3d flight trajectories from ad-hoc camera networks, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
- Gojcic, Z., Zhou, C., Wegner, J.D., Guibas, L.J., Birdal, T.: external page Learning multiview 3D point cloud registration, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
- Dai, Q., Patil, V., Hecker, S., Dai, D., Van Gool, L., Schindler, K.: external page Self-supervised object motion and depth estimation from video, 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 page From two rolling shutters to one global shutter. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
- Stucker C., Schindler K.: external page ResDepth: Learned Residual Stereo Reconstruction, external page Video, 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 page Lake Ice Detection from Sentinel-1 SAR with Deep Learning, ISPRS Annals - ISPRS Congress, 2020
- Prabha R., Tom M., Rothermel M., Baltsavias E., Leal-Taixe L., Schindler K.: external page Lake Ice Monitoring with Webcams and Crowd-Sourced Images, ISPRS Annals - ISPRS Congress, 2020
- Rüegg, N., Lassner, C., Black, M., Schindler, K.: external page Chained representation cycling: learning to estimate 3d human pose and shape by cycling between representations, AAAI Conference on Artificial Intelligence, 2020
- Sharma, K., Gold, M., Zurbrügg, C., Leal-Taixé, K., Wegner, J.D.: external page HistoNet: Predicting size histograms of object instances, 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.: Download Automated localization of urban drainage infrastructure from public-access street-level images (PDF, 2.4 MB), 2019, Urban Water Journal, pp. 1-14.
- Moy de Vitry, M., Kramer, S., Wegner, J.D., Leitão, J.P.: external page Scalable Flood Level Trend Monitoring with Surveillance Cameras using a Deep Convolutional Neural Network, 2019, Hydrology and Earth System Sciences, vol. 23, pp.4621-4634.
- Lang, N., Schindler, K., Wegner, J.D.: external page Country-wide high-resolution vegetation height mapping with Sentinel-2, Remote Sensing of Environment Vol. 233
- Bickel, V. T., Lanaras, C., Manconi, A., Loew, S., Mall U.: external page Automated Detection of Lunar Rockfalls Using a Convolutional Neural Network, IEEE Transactions on Geoscience and Remote Sensing, 57(6): 3501-3511, 2019
- Kälin, U., Lang, N., Hug, C., Gessler, A., Wegner, J. D.: external page Defoliation estimation of forest trees from ground-level images, Remote Sensing of Environment 223, 143-153, 2019
- Cai, Z., Chin T.-J., Parra-Bustos, A., Schindler, K.: external page Practical optimal registration of terrestrial LiDAR scan pairs, 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 page Learned Multi-View Texture Super-Resolution, Download Supplementary (PDF, 21.2 MB), 3DV Conference, Québec, 2019
- Nassar, A.S., Lefèvre, S., Wegner, J.D.: external page Simultaneous multi-view instance detection with learned geometric soft-constraints, International Conference on Computer Vision (ICCV), 2019, pp. 6559-6568
- De Lutio, R., D'Aronco, S., Wegner, J.D., Schindler, K.: external page Guided Super-Resolution as Pixel-to-Pixel Transformation, International Conference on Computer Vision (ICCV), 2019, pp. 8829-8837
- Li, Z., Wegner, J.D., Lucchi, A.: external page Topological Map Extraction from Overhead Images, International Conference on Computer Vision (ICCV), 2019, pp. 1715-1724
- Gojcic, Z., Zhou, C., Wegner, J.D., Wieser, A.: external page The Perfect Match: 3D Point Cloud Matching with Smoothed Densities, 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 page Flood-water level estimation from social media images, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 2019
- Usvyatsov, M., Schindler, K.: external page Visual recognition in the wild by sampling deep similarity functions. International Conference on Robotics and Automation, Montreal, Canada, 2019
Other Publications
- Turkoglu, M.O.; Wegner, J.D.; Schindler, K.: Download Large-scale crop classification from satellite images (PDF, 60 KB), 17th Swiss Geoscience Meeting (SGM), Fribourg, 2019
- De Lutio,R.; D'Aronco, St.; Wegner, J.D.; Schindler, K.: Download Guided Super-Resolution of Environmental Maps (PDF, 176 KB), 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.: Download A Joint Energy Formulation for 3D Particle Reconstruction and Velocity Field Estimation (PDF, 270 KB), 13th International Symposium on Particle Image Velocimetry (ISPIV2019), Munich, Germany, 2019
- Lang, N., Wegner, J.D., Schindler, K.: Download Mapping Vegetation Height from Multispectral Sentinel-2 Images at Country Scale using Deep Learning (PDF, 39 KB), 2019 ESA Living Planet Symposium
- Rodriguez, A.C., Wegner, J.D.: Download Counting the Uncountable: Deep Semantic Density Estimation from Space (PDF, 34 KB), 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 page Social Media and Crowdsourcing in Flood level Monitoring, EGU General Assembly, Geophysical Research Abstracts, vol. 21, EGU2019-18446-1, 2019
Journals
- Rodriguez, A.C., Kacprzak, T., Lucchi, A. et al.: external page Fast cosmic web simulations with generative adversarial networks, 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 page Sewer Inlet Localization in UAV Image Clouds: Improving Performance with Multiview Detection, Remote Sensing 10(5), 2018
- Hackel, T., Wegner, J.D., Savinov, N., Ladicky, L., Schindler, K., Pollefeys, M.: Download Large-scale supervised learning for 3d point cloud labeling: Semantic3D.net (PDF, 8.3 MB), Photogrammetric Engineering and Remote Sensing 84 (5), 297-308, 2018
- Branson*, S., Wegner*, J.D., Hall, D., Lang, N., Schindler, K., Perona, P.: Download From Google Maps to a Fine-Grained Catalog of Street trees (PDF, 5.7 MB), 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.: Download Classification with an edge: improving semantic image segmentation with boundary detection (PDF, 2.8 MB), ISPRS Journal of Photogrammetry and Remote Sensing, vol. 135, pp. 158-172, 2018
- Lasinger K., Vogel C., Pock T., Schindler K.: external page Variational 3D-PIV with sparse descriptors, Measurement Science and Technology 29(6), 2018
Conferences (full paper peer-reviewed)
- Lasinger K., Vogel Ch., Pock T., Schindler K.: 3D Download Fluid Flow Estimation with Integrated Particle Reconstruction (PDF, 4.1 MB), Download Supplementary (PDF, 3.6 MB), Download Video (MP4, 33 MB), German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Rodriguez A.C., Wegner J.D.: external page Counting the uncountable: Deep Semantic Density Estimation from Space, German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Hackel T., Usvyatsov M., Galliani S., Wegner J. D., Schindler K.: Download Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs (PDF, 1.6 MB), German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 2018
- Xiao M., Rothermel M., Tom M., Galliani S., Baltsavias E., Schindler K.: Download Lake Ice Monitoring with Webcams (PDF, 3.8 MB), 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.: Download Lake Ice Detection in Low-Resolution Optical Satellite Images (PDF, 1.7 MB), 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 page Supervised outlier detection in large-scale MVS point clouds for 3D city modeling applications, 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.: Download Monitoring der Vereisung von Schweizer Seen mit Webcams (PDF, 919 KB), Geomatik Schweiz 9/2018, S. 268-271
- Dähler F., Ambrosetti G., Montoya-Zegarra J.A., Schindler K.; Steinfeld A.: Download Solar concentrating dishes based on elastic and elasto-plastic membranes (PDF, 304 KB), 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.: Download Integrated Lake Ice Monitoring in Swiss Lakes (PDF, 504 KB), 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.: Download NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images (PDF, 1.6 MB), 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 page Hyperspectral Super-Resolution with Spectral Unmixing Constraints, (external page Supplementary Material), Remote Sensing, 9(11):1196, 2017
- Lefèvre, S., Tuia, D., Wegner, J.D., Produit, T., Nassar, A.S.: external page Towards seamless multi-view scene analysis from satellite to street-level, Proceedings of the IEEE, vol. 105(10), 2017, pp. 1884 - 1899.
- Kaiser, P., Wegner, J.D., Lucchi, A., Jaggi, M., Hofmann, T., Schindler, K.: Download Learning Aerial Image Segmentation from Online Maps (PDF, 1 MB), external page Data Set, 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.: Download Gaze-Informed Location Based Services (PDF, 6.4 MB), International Journal of Geographical Information Science, 31(9), pp. 1770-1797, 2017
- Hackel T., Wegner J., Schindler K.: Download Joint Classification and Contour Extraction of Large 3D Point Clouds (PDF, 6.3 MB), 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.: Download Learned Multi-Patch Similarity (PDF, 3.5 MB), Download Supplementary (PDF, 9.3 MB), 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.: Download Semantically Informed Multiview Surface Refinement (PDF, 7.8 MB), International Conference on Computer Vision (ICCV), Venice, Italy, 2017
- Hackel, T., Savinov, N., Ladicky, L., Wegner, J.D., Schindler, K., Pollefeys, M.: Download SEMANTIC3D.NET: A new large-scale point cloud classification benchmark (PDF, 7.6 MB). ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-1-W1, 2017, pp.91-98.
- Lasinger K., Vogel Ch., Schindler K.: Download Volumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes Equations (PDF, 2.3 MB), International Conference on Computer Vision (ICCV), Venice, Italy, 2017
- Richard A., Vogel Ch., Blaha M., Pock T., Schindler K.: Download Semantic 3D Reconstruction with Finite Element Bases (PDF, 1.9 MB), Download Supplementary (PDF, 10.6 MB), British Machine Vision Conference (BMVC), London, Great Britain, 2017
- Milan A., Rezatofighi, S.H., Dick A., Reid A., Schindler K.: external page Online Multi-Target Tracking using Recurrent Neural Networks, AAAI Conference on Artificial Intelligence, San Francisco, USA, 2017
- Badami I., Tom M., Mathias M., Leibe B.: Download 3D Semantic Segmentation of Modular Furniture using rjMCMC (PDF, 10.1 MB), IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, USA, 2017
- Lanaras C., Bioucas-Dias J., Baltsavias E., Schindler K.: Download Super-Resolution of Multispectral Multiresolution Images from a Single Sensor (PDF, 1.4 MB), 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.: Download A Multi-View Stereo Benchmark with High-Resolution Images and Multi-Camera Videos (PDF, 5.1 MB), 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.: Download On the Role of Representations for Reasoning in Large-Scale Urban Scenes (PDF, 4.6 MB), Download (Supplementary) (PDF, 18.8 MB), Download (Video) (MP4, 73.8 MB), 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 page Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Approach on SAR Data, Conference on Big Data from Space (BiDS), 2017
- Lasinger K., Vogel Ch., Pock Th., Schindler K.: Download Variational 3D-PIV using Sparse Descriptors (PDF, 113 KB), 2nd Workshop on Data Assimilation & CFD Processing for Particle Image and Tracking Velocimetry, Delft, Netherlands, 2017
- Tom M., Lanaras C., Baltsavias E., Schindler K.: Download Ice Detection in Swiss Lakes using MODIS Data (PDF, 2.3 MB), 38th Asian Conference on Remote Sensing, New Delhi, India, 2017
- Lasinger K., Vogel, Ch., Schindler K.: Download Variational 3D-PIV for Incompressible Fluid Flow Estimation (PDF, 615 KB), 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. Download 3D Szenenfluss – bildbasierte Schätzung dichter Bewegungsfelder (PDF, 4.2 MB), Willi Freeden and Rainer Rummel (editors): Handbuch der Geodäsie, Springer 2016
Journals
- Wen Xiao, Bruno Vallet, Konrad Schindler, Nicolas Paparoditis: Download Street-side vehicle detection, classification and change detection using mobile laser scanning data (PDF, 2.4 MB), ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 114, pp. 166-178, 2016
- Anton Milan, Konrad Schindler, Stefan Roth: Download Multi-Target Tracking by Discrete-Continuous Energy Minimization (PDF, 4.7 MB), 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 page High-Concentration Solar Dishes based on Pneumatic reflecting Membranes, Solar Energy, Vol. 124, pp. 89-100, 2016
- Dario Augusto Borges Oliveira, Laura Leal-Taixé, Raul Queiroz Feitosa, Bodo Rosenhahn: external page Automatic tracking of vessel-like structures from a single starting point. Computerized Medical Imaging and Graphics, Vol. 47, pp. 1-15, 2016
- Wilfried Hartmann, Michal Havlena, Konrad Schindler: Download Recent developments in large-scale tie-point matching (PDF, 8.7 MB), ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 115, pp. 47-62, 2016
- Jan Heller, Michal Havlena, and Tomas Pajdla:Download Globally Optimal Hand-Eye Calibration Using Branch-and-Bound, (PDF, 3.4 MB) IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(5):1027-1033, 2016
Conferences (full paper peer-reviewed)
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler: Download Estimation of Relative Sensor Characteristics for Hyperspectral Super-Resolution (PDF, 952 KB), IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 2016
- Silvano Galliani, Konrad Schindler: external page Just look at the image: viewpoint-specific surface normal prediction for improved multi-view reconstruction. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Torsten Sattler, Michal Havlena, Konrad Schindler, Marc Pollefeys: Download Large-Scale Location Recognition and the Geometric Burstiness Problem (PDF, 1.9 MB). 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: Download Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling (PDF, 3.6 MB), Download supplementary (PDF, 8.8 MB), external page oral. 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 page RegisTree project website) (external page demos) (external page LA Times article, external page KPCC radio interview), external page Caltech Press Release, external page Futurity Research News, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (* authors contributed equally to this publication)
- Timo Hackel, Jan D. Wegner, Konrad Schindler: Download Contour detection in unstructured 3D point clouds (PDF, 1.4 MB), IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
- Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler: Download Learning by tracking: Siamese CNN for robust target association (PDF, 1.2 MB), 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: Download Semantic segmentation of aerial images with an ensemble of fully convolutional neural networks (PDF, 1.4 MB). ISPRS Annals - ISPRS Congress, Prague, 2016
- Timo Hackel, Jan D. Wegner, Konrad Schindler: Download Fast semantic segmentation of 3d point clouds with strongly varying density (PDF, 5.6 MB). ISPRS Annals - ISPRS Congress, Prague, 2016
- Wilfried Hartmann, Michal Havlena, Konrad Schindler: Download Towards complete, geo-referenced 3D models from crowd-sourced amateur images (PDF, 7.4 MB). ISPRS Annals - ISPRS Congress Prague, 2016
- Wen Xiao, Bruno Vallet, Konrad Schindler, Nicolas Paparoditis: Download Simultaneous detection and tracking of pedestrian from Velodyne laser scanning data (PDF, 1.1 MB). ISPRS Annals - ISPRS Congress, Prague, 2016
Other Publications
- Kerr, Grégoire H. G., Wegner, Jan D., Schindler, Konrad, Datcu, Mihai, Stilla, Uwe: Download Learning Class-Contours of Very High Spatial Resolution Aerial Images Using Convolutional Neural Networks (PDF, 6.4 MB), ODAS-2016, 16th Onera-DLR Aerospace Symposium, Oberpfaffenhofen, 2016
- Silvano Galliani, Katrin Lasinger, Konrad Schindler. Download Gipuma: Massively parallel multi-view stereo reconstruction (PDF, 5.2 MB). In Dreiländertagung, D-A-CH Photogrammetry Meeting, Bern, Switzerland, 2016
- Maros Blahá, Christoph Vogel, Audrey Richard, Jan D. Wegner, Thomas Pock, Konrad Schindler. Download Towards integrated 3d reconstruction and semantic interpreta- tion of urban scenes (PDF, 10.6 MB). In Dreiländertagung, D-A-CH Photogrammetry Meeting, Bern, Switzerland, 2016
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler: Download Estimating the relative spatial and spectral sensor response for hyperspectral and multispectral image fusion (PDF, 4.1 MB), 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, Download Globally Consistent Registration of Terrestrial Laser Scans via Graph Optimization (PDF, 18.2 MB), ISPRS Journal of Photogrammetry and Remote Sensing, 2015 Volume 109, 2015
- P. Tokarczyk, J.P. Leitao, J. Rieckermann, K. Schindler and F. Blumensaat, external page High-quality observation of surface imperviousness for urban runoff modelling using UAV imagery, Hydrology and Earth System Sciences, vol. 12(1), 2015
- Jan D. Wegner, Javier Montoya, Konrad Schindler, Download Road networks as collections of minimum cost paths (PDF, 46.1 MB), ISPRS Journal of Photogrammetry and Remote Sensing, vol. 108, p. 128-137, 2015
- Asli Ozdarici-Ok , Ali Ozgun Ok, Konrad Schindler external page Mapping of Agricultural Crops from Single High-Resolution Multispectral Images - Data-driven Smoothing vs. Parcel-based Smoothing Remote Sensing, vol. 7(5), 2015
- M. Zeeshan Zia, Michael Stark, Konrad Schindler Download Towards Scene Understanding with Detailed 3D Object Representations (PDF, 7.4 MB) International Journal of Computer Vision(IJCV), vol. 112(2), p. 188-203, 2015
- S. Kocaman Aksakal, C. Neuhaus, E. Baltsavias, K. Schindler external page Geometric Quality Analysis of AVHRR Orthoimages Remote Sensing, vol. 7(3), 2015
- Christoph Vogel, Konrad Schindler, Stefan Roth Download 3D Scene Flow with a Piecewise Rigid World Model (PDF, 24.6 MB) International Journal of Computer Vision (IJCV), vol. 111(3), 2015
- Piotr Tokarczyk, Jan D. Wegner, Stefan Walk, Konrad Schindler Download Features, color spaces, and boosting: New insights on semantic classification of remote sensing images (PDF, 13.3 MB) IEEE Transactions on Geoscience and Remote Sensing, vol. 53(1), p. 280-295, 2015
- K. Dzubakova, P. Molnar, K. Schindler, M. Trizna external page Monitoring of riparian vegetation response to flood disturbances using terrestrial photography Hydrology and Earth System Sciences, vol. 19, p. 195-208, 2015
Conferences (full paper peer-reviewed)
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler, Download Hyperspectral Super-Resolution by Coupled Spectral Unmixing (PDF, 4.9 MB) Download (supplementary) (PDF, 7.7 MB),International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Michele Fenzi, Laura Leal-Taixé, J Ostermann, Tinne Tuytelaars, Download Continuous Pose Estimation with a Spatial Ensemble of Fisher Regressors (PDF, 3.1 MB), International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Silvano Galliani, Katrin Lasinger, Konrad Schindler, external page Massively Parallel Multiview Stereopsis by Surface Normal Diffusion Download (supplementary) (PDF, 5.4 MB), International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Torsten Sattler, Michal Havlena, Filip Radenovic, Konrad Schindler, Marc Pollefeys, Download Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition (PDF, 1.9 MB) Download (supplementary) (PDF, 118 KB), International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
- Jan Heller, Michal Havlena, Michal Jancosek, Akihiko Torii, and Tomas Pajdla Download 3D Reconstruction from Photographs by CMP SfM Web Service (PDF, 3.9 MB) IAPR International Conference on Machine Vision Applications (MVA), Tokyo, Japan, 2015
- Anton Milan, Laura Leal-Taixé, Konrad Schindler, Ian Reid Download Joint Tracking and Segmentation of Multiple Targets (PDF, 3.7 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
- Michele Fenzi, Laura Leal-Taixé, Konrad Schindler, Jörn Ostermann Download Pose Estimation of Object Categories in Videos Using Linear Programming (PDF, 4.6 MB) IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, USA, 2015
- Wilfried Hartmann, Michal Havlena, and Konrad Schindler Download Visual Gyroscope for Accurate Orientation Estimation (PDF, 2.1 MB) IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, USA, 2015
- Javier Montoya, Jan D. Wegner, Lubor Ladicky, Konrad Schindler Download Semantic segmentation of aerial images in urban areas with class-specific higher-order cliques (PDF, 2.7 MB) 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 Download On the evaluation of higher-order cliques for road network extraction (PDF, 5.6 MB) Joint Urban Remote sensing Event (JURSE), Lausanne, Switzerland, 2015.
Other Publications
- Piotr Tokarczyk, J.P. Leitao, J. Rieckermann, K. Schindler, F. Blumensaat, Download Nutzung von Drohnen und Luftbildern in der Siedlungswasserwirtschaft (PDF, 2.1 MB), Geomatik Schweiz
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler,external page Advances in Hyperspectral and Multispectral Image Fusion and Spectral Unmixing, 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, Download Hyperspectral Image Fusion (PDF, 3.2 MB), 36th Asian Conference on Remote Sensing (ACRS), Manila, Philippines, 19-23 October 2015
- Konrad Schindler, Wilfried Hartmann, Michal Havlena, Download Recent Developments in Large-scale Tie-point Search (PDF, 4.3 MB), 55th Photogrammetric Week, Stuttgart, 2015
- Piotr Tokarczyk, Leitao J.P., Rieckermann J., Konrad Schindler, Blumensaat F. Download Enabling high-quality observations of surface imperviousness for water runoff modelling from unmanned aerial vehicles (PDF, 36 KB) European Geosciences Union (EGU) General Assembly, Vienna, Austria, 12-17 April 2015
- Laura Leal-Taixe, Anton Milan, Ian Reid, Stefan Roth, Konrad Schindler external page MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking 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 Download Mathematical Foundations of Photogrammetry (PDF, 340 KB) Handbook of GeomathematicsW. Freeden, Z. Nashed, T. Sonar (eds)Springer Reference
- Konrad Schindler, Wolfgang Foerstner Download Photogrammetry (PDF, 97 KB) Computer Vision: A Reference Guide, Katsushi Ikeuchi (EiC), Springer Reference
Journals
- T. T. Pham, T. Chin, K. Schindler, D. Suter Download Interacting geometric priors for robust multi-model fitting (PDF, 340 KB) IEEE Transactions on Image Processing, vol. 23(10), 2014, pp. 4601-4610
- Avelar S., Tokarczyk P. Download Analysis 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) Journal of Applied Remote Sensing, vol. 8(1), 2014.
- Rottensteiner, F., Sohn, G., Gerke, M., Wegner, J.D., Breitkopf, U., Jung, J. external page Results of the ISPRS Benchmark on Urban Object Detection and 3D Building Reconstruction ISPRS Journal of Photogrammetry and Remote Sensing, vol. 93, 2014, pp. 256-271.
- PascalTheiler, Jan D. Wegner, Konrad Schindler, Download Keypoint-based 4-Points Congruent Sets - automated marker-less registration of laser scans (PDF, 8.5 MB) ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, 2014, pp. 149-163.
- Jan D. Wegner, J.R. Ziehn, Uwe Soergel, external page Combining high-resolution optical and InSAR features for height estimation of buildings with flat roofs IEEE Transactions on Geoscience and Remote Sensing, vol. 52(9), 5840-5854, 2014
- Anton Milan, Stefan Roth, Konrad Schindler Download Continuous Energy Minimization for Multi-target Tracking (PDF, 2 MB) 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 Download Privacy Preserving Multi-target Tracking (PDF, 1.2 MB) ACCV Workshop on Human Identification for Surveillance, Singapore, 2014
- Veenendaal, D. and Bezbradica, M. and Novak, D. and Block, P. Download Controlling the geometry and forces of hybrid cable-net and fabric formworks (PDF, 384 KB) Proceedings of the IASS-SLTE 2014 Symposium, Brasilia, Brasil, 2014
- J. Montoya, J.D. Wegner, L. Ladicky, K. Schindler. Download Mind the gap: modeling local and global context in (road) networks (PDF, 5.6 MB) German Conference on Pattern Recognition (GCPR), Muenster, Germany, 2014.
- R. Henschel, L. Leal-Taixe,B Rosenhahn Download Efficient Multiple People Tracking Using Minimum Cost Arborescences (PDF, 2.4 MB) German Conference on Pattern Recognition (GCPR), Muenster, Germany, 2014.
- Pascal Theiler, Jan D. Wegner, Konrad Schindler, Download Fast registration of laser scans with 4-points congruent sets - what works and what doesn't (PDF, 4.9 MB) Photogrammetric Computer Vision (PCV), ISPRS Technical Commission III Midterm Symposium, Zurich, Switzerland, 2014
- Christoph Vogel, Stefan Roth, Konrad Schindler Download View-Consistent 3D Scene Flow Estimation over Multiple Frames (PDF, 16.3 MB) 13th European Conference on Computer Vision (ECCV), Zurich, Switzerland,2014
- Michal Havlena, Konrad Schindler Download VocMatch: Efficient Multiview Correspondence for Structure from Motion (PDF, 4.7 MB)(Download supplementary material (ZIP, 17 MB)) 13th European Conference on Computer Vision (ECCV), Zurich, Switzerland,2014
- M. Z. Zia, M. Stark, and K.Schindler Download Are Cars Just 3D Boxes? - Jointly Estimating the 3D Shape of Multiple Objects (PDF, 2 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
- Wilfried Hartmann, Michal Havlena, Konrad Schindler Download Predicting matchability (PDF, 5.6 MB)(Download supplementary material (ZIP, 9.4 MB)) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
- L. Leal-Taixé, M. Fenzi, A. Kuznetsova, B. Rosenhahn, S. Savarese Download Learning an image-based motion context for multiple people tracking (PDF, 3.7 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014
Conferences (abstract reviewed)
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler,Download Geometric accuracy investigations of AVHRR orthoimages (PDF, 692 KB), In proc. of 35th Asian Conference on Remote Sensing, 27-31 October, Nay Pyi Taw, Myanmar.
- Jan D. Wegner, Javier Montoya, Konrad Schindler, Download Extraction of road networks from aerial photos with minimum cost paths and PN-Potts potentials (PDF, 76 KB), Proceedings of 12th Swiss Geoscience Meeting, Fribourg, 2014
- Charis Lanaras, Emmanuel Baltsavias, Konrad Schindler Download A Comparison and Combination of Methods for Co-registration of Multi-modal Images (PDF, 391 KB) 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 Download Rapidmap Project for Disaster Monitoring (PDF, 1.2 MB) 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 Download Rapid Disaster Analysis based on Remote Sensing: A Case Study about the Tohoku Tsunami Disaster 2011 (PDF, 3.1 MB) ISPRS Technical Commission VII Midterm Symposium, Istanbul, Turkey, 2014
- Moy de Vitry M., Leitao J. P., Tokarczyk P., Rieckermann J., Download Photogrammetrische Fernerkundung mit autonomen Mini-Drohnen in der Siedlungshydrologie (PDF, 1.2 MB) Aqua Urbanica 2014. 23-24 Oktober 2014, Innsbruck
- Tokarczyk P., Rieckermann J., Blumensaat F., Leitao J. P., Schindler K., Download UAV-based mapping of surface imperviousness for water runoff modelling (PDF, 141 KB) 12th Swiss Geoscience Meeting. 21-22 November 2014, Fribourg
- M. Z. Zia, M. Stark, K. Schindler, Download High-Resolution 3D Layout from a Single View (PDF, 423 KB) CVPR Scene Understanding Workshop (SUNw)
- S. Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth, B. Schiele, Download Learning People Detectors for Tracking in Crowded Scenes (PDF, 1.9 MB) CVPR Scene Understanding Workshop (SUNw)
- Christop Vogel, Stefan Roth, Konrad Schindler, Download Piecewise Rigid 3D Scene Flow (PDF, 6.3 MB) 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 Download Physically Grounded 3D Scene Interpretation with Detailed Object Models (PDF, 422 KB) CVPR Vision Meets Cognition Workshop
- L. Leal-Taixe, M. Fenzi, A. Kuznetsova, B. Rosenhahn, S. Savarese Download Multi-target tracking with context from interaction feature strings (PDF, 1.3 MB) CVPR Scene Understanding Workshop (SUNw)
Journals
- M.Z. Zia, M. Stark, B. Schiele, K. Schindler Download Detailed 3D Representations for Object Modeling and Recognition (PDF, 27.6 MB) IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(11):2608-2623, 2013
- C. Wojek, S. Walk, S. Roth, K. Schindler, and B. Schiele Download Monocular visual scene understanding: understanding multi-object traffic scenes (PDF, 6.7 MB) IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(4):882–897, 2013
- S.K. Aksakal Download Geometric Accuracy Investigations of SEVIRI High Resolution Visible (HRV) Level 1.5 Imagery (PDF, 1.2 MB) Remote Sensing, 2013/5
- T.K. Kohoutek, R. Mautz, J.D. Wegner external page Fusion of Building Information and Range Imaging for Autonomous Location Estimation in Indoor Environments Sensors, 13(2): 2430-2446, 2013
Conferences (full paper peer-reviewed)
- D. Novak, K. Schindler Download Approximate Registration of Point Clouds with Large Scale Differences (PDF, 12.7 MB) Laserscanning Workshop 2013, Antalya
- M. Havlena, W. Hartmann, K. Schindler Download Optimal Reduction of Large Image Databases for Location Recognition (PDF, 978 KB) IEEE ICCV Workshop on Big Data in 3D Computer Vision (BD3DCV), Sydney, Australia, 2013
- C. Vogel, K. Schindler, S. Roth Download Piecewise Rigid Scene Flow (PDF, 11.1 MB) International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
- S.Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth, B. Schiele Download Learning People Detectors for Tracking in Crowded Scenes (PDF, 2.7 MB) International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
- P.W. Theiler, J.D. Wegner, K. Schindler Download Markerless point cloud registration with keypoint-based 4-points congruent sets (PDF, 2.4 MB) ISPRS Workshop on Laser Scanning, Antalya, Turkey, 2013
- C. Vogel, S. Roth, K. Schindler Download An Evaluation of Data Costs for Optical Flow (PDF, 640 KB) German Conference on Pattern Recognition (GCPR), Saarbrücken, Germany, 2013
- A. Milan, K. Schindler, and S. Roth Download Detection- and Trajectory-Level Exclusion in Multiple Object Tracking (PDF, 6.8 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- M.Z. Zia, M. Stark, K. Schindler Download Explicit Occlusion Modeling for 3D Object Class Representations (PDF, 17.1 MB)(Download Supplementary material (PDF, 6.4 MB), Code and dataset) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- J.D. Wegner, J. Montoya, K. Schindler Download A higher-order CRF model for road network extraction (PDF, 7.7 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, USA, 2013
- A. Milan, K. Schindler, S. Roth Download Challenges of Ground Truth Evaluation of Multi-Target Tracking (PDF, 1.9 MB) IEEE CVPR Workshop on Ground Truth, Portland, USA, 2013
- P. Tokarczyk, J. D. Wegner, S. Walk, K. Schindler Download Beyond Hand-Crafted Features in Remote Sensing (PDF, 7 MB) ISPRS Workshop on 3D Virtual City Modeling (VCM 2013), Regina, Canada, 2013
- S. Galliani, Y. C. Ju, M. Breuß, A. Bruhn Download Generalised perspective shape from shading in spherical coordinates (PDF, 666 KB) Scale Space and Variational Methods in Computer Vision (SSVM), Graz, Austria, 2013
- J. Montoya, C. Leistner, K. Schindler Download Semantic Tie Points (PDF, 2.4 MB) IEEE Workshop on the Applications of Computer Vision (WACV), Florida, USA, 2013
Conferences (abstract reviewed)
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler Download Geometric Accuracy Assessment Of MSG-SEVIRI Level 1.5 Imagery (PDF, 239 KB) Joint EUMETSAT/AMS Conference, Vienna, Austria, 16-20 September 2013
- S. Kocaman Aksakal, E. Baltsavias, K. Schindler Download Analysis of the Geometric Accuracy of MSG-SEVIRI Imagery for Estimation of Climate Variables (PDF, 762 KB). 34th Asian Conference on Remote Sensing, Bali, Indonesia, 20-24 October 2013
- A. Sasagawa, E. Baltsavias, S. Kocaman Aksakal, J.D. Wegner Download Investigation on automatic change detection using pixel-changes and DSM-changes with ALOS-PRISM triplet images (PDF, 1014 KB) Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 2013
- M.Z. Zia, M. Stark, K. Schindler Download Towards Scene Understanding with Detailed 3D Object Representations (PDF, 2.9 MB) IEEE CVPR Workshop on Scene Understanding, Portland, USA, 2013
Journals
- K. Schindler Download An overview and comparison of smooth labeling methods for land-cover classification (PDF, 1.7 MB) IEEE Transactions on Geosciences and Remote Sensing, 2012 (Page 4534-4545, Number 11, Volume 50)
- B. Stienen, K. Schindler, and B. de Gelder Download A computational feed-forward model predicts categorization of masked emotional body language for longer, but not for shorter latencies (PDF, 3.5 MB) Neural Computation
Conferences (full paper peer-reviewed)
- C. Vogel, A. Bauder, and K. Schindler Download Optical flow for glacier motion estimation (PDF, 3.4 MB) 22nd ISPRS Congress, Melbourne, Australia
- A. Velizhev, R. Shapovalov, and K. Schindler Download An Implicit Shape Model for object detection in 3d point clouds (PDF, 1.2 MB) 22nd ISPRS Congress, Melbourne, Australia
- P. W. Theiler and K. Schindler Download Automatic registration of terrestrial laser scanner point clouds using natural planar surfaces (PDF, 224 KB) 22nd ISPRS Congress, Melbourne, Australia
- P. Tokarczyk, J. Montoya, and K. Schindler Download An evaluation of feature learning methods for high resolution image classification (PDF, 1.5 MB) 22nd ISPRS Congress, Melbourne, Australia
- A. Andriyenko, K. Schindler, and S. Roth Download Discrete-continuous optimization for multi-target tracking (PDF, 1.4 MB) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI
- N. Demir, E. Baltsavias Download Automated modeling of 3D building roofs using LIDAR and image data (PDF, 4 MB) 22nd ISPRS Congress, Melbourne, Australia
Conferences (abstract reviewed)
- Soukal, P., Baltsavias, E. Download Automatic point matching between SAR and optical image, match point quality characterisation and error detection (PDF, 115 KB) Proc. of IGARSS2012, Munich, Germany
- Soukal, P., Baltsavias, E. Download Image matching error detection with focus on matching of SAR and optical images (PDF, 3.9 MB) Proc. of ACRS2012, Pattaya, Thailand, 2012
- W. Hartmann, S. Tilch, H. Eisenbeiss, and K. Schindler Download Determination of the UAV position by automatic processing of thermal images (PDF, 2 MB) 22nd ISPRS Congress, Melbourne, Australia
- D. Novak, P. Tokarczyk, and P. W. Theiler Download Modeling of the "Plan da Mattun" archaeological site using a combination of different sensors (PDF, 880 KB) 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. Download Revisiting 3D geometric models for accurate object shape and pose (PDF, 9.1 MB) Proc. 3rd IEEE Workshop on 3d Representation and Recognition
- Vogel, C.; Roth, S.; Schindler, K. Download 3d scene flow estimation with a rigid motion prior (PDF, 8 MB) Proc. International Conference on Computer Vision
- Schindler, K.; Papasaika, H.; Schutz, S.; Baltsavias, E. Download Improving wide-area DEMs through data fusion - chances and limits (PDF, 1.4 MB)(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. Download An analytical formulation of global occlusion reasoning for multi-target tracking (PDF, 2.6 MB) Proc. 11th IEEE Workshop on Visual Surveillance
- Andriyenko, A.; Schindler, K. Download Multi-target tracking by continuous energy minimization (PDF, 2.4 MB) Proc. IEEE Conference on Computer Vision and Pattern Recognition
- Papasaika, H.; Kokiopoulou, E.; Baltsavias, E.; Schindler, K.; Kressner, D. Download Fusion of digital elevation models using sparse representations (PDF, 285 KB) 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. Download Reliable image matching with recursive tiling (PDF, 1.6 MB) 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. Download Monocular 3D scene understanding and inference: understanding multi-object traffic scenes (PDF, 3.3 MB) Proc. 11th European Conference on Computer Vision
- Walk, S.; Majer, N.; Schindler, K.; Schiele, B. Download New features and insights for pedestrian detetion (PDF, 2.2 MB) Proc. IEEE Conference on Computer Vision and Pattern Recognition
- Walk, S.; Schindler, K.; Schiele, B. Download Disparity statistics for pedestrian detection: combining appearance, motion, and stereo (PDF, 3.2 MB) Proc. 11th European Conference on Computer Vision
- Schindler, K.; Ess, A.; Leibe, B.; Gool, L. Van Download Automatic detection and tracking of pedestrians from a moving stereo rig (PDF, 5.2 MB) ISPRS Journal of Photogrammetry and Remote Sensing
- Schindler, K.; Gool, L. Van Download Fast categorisation of articulated human motion (PDF, 1.9 MB) Machine Learning for Human Motion Analysis: Theory and Practice
- Andriyenko, A.; Schindler, K. Download Globally optimal multi-target tracking on a hexagonal lattice (PDF, 5.6 MB) Proc. 11th European Conference on Computer Vision
- Ozden, K. E.; Schindler, K.; Gool, L. Van Download Multibody structure-from-motion in practice (PDF, 2 MB) 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 Download Object detection and tracking for autonomous navigation in dynamic environments (PDF, 3.3 MB) International Journal of Robotics Research
- Pellegrini, S.; Ess, A.; Schindler, K.; Gool, L. Van Download You'll never walk alone: modeling social behavior for multi-target tracking (PDF, 2.8 MB) Proc. 12th International Conference on Computer Vision
- Hamer, H.; Schindler, K.; Koller-Meier, E.; Gool, L. Van Download Tracking a hand manipulating an object (PDF, 1.6 MB) Proc. 12th International Conference on Computer Vision
- Ess, A.; Schindler, K.; Leibe, B.; Gool, L. Van Download Improved multi-person tracking with active occlusion handling (PDF, 1.9 MB) Proc. ICRA Workshop on People Detection and Tracking
- Ess, A.; Leibe, B.; Schindler, K.; Gool, L. Van Download Moving obstacle detection in highly dynamic scenes (PDF, 3.1 MB) Proc. International Conference on Robotics and Automation
- Ess, A.; Leibe, B.; Schindler, K.; Gool, L. Van Download Robust multi-person tracking from a mobile platform (PDF, 7.3 MB) IEEE Transactions on Pattern Analysis and Machine Intelligence
- Schindler, K.; Gool, L. Van Download Combining densely sampled form and motion for human action recognition (PDF, 600 KB) Proc. 30th DAGM Pattern Recognition Symposium
- Schindler, K.; Gool, L. Van Download Action snippets: how many frames does human action recognition require? (PDF, 323 KB) Proc. IEEE Conference on Computer Vision and Pattern Recognition
- Schindler, K.; Gool, L. Van; de Gelder, B. Download Recognizing emotions expressed by body pose: a biologically inspired neural model (PDF, 1.8 MB) Neural Networks
- Schindler, K.; Suter, D. Download Object detection by global contour shape (PDF, 2.5 MB) Pattern Recognition
- Schindler, K.; Suter, D.; Wang, H. Download A model selection framework for multibody structure-and-motion of image sequences (PDF, 5.8 MB) International Journal of Computer Vision
- Pellegrini, S.; Schindler, K.; Nardi, D. Download A generalization of the ICP algorithm for articulated bodies (PDF, 1.5 MB) Proc. 19th British Machine Vision Conference
- Leibe, B.; Schindler, K.; Cornelis, N.; Gool, L. Van Download Coupled object detection and tracking from static cameras and moving vehicles (PDF, 6.4 MB) IEEE Transactions on Pattern Analysis and Machine Intelligence
- Ess, A.; Schindler, K.; Leibe, B.; Gool, L. Van Download Robust multi-person tracking from moving platforms (PDF, 547 KB) 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 Download Articulated multibody tracking under egomotion (PDF, 4.4 MB) Proc. 10th European Conference on Computer Vision
- Ess, A.; Leibe, B.; Schindler, K.; Gool, L. Van Download A Mobile Vision System for Robust Multi-Person Tracking (PDF, 5.4 MB) Proc. IEEE Conference on Computer Vision and Pattern Recognition