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3D Reconstruction from public webcams


Aug 21, 2021
Tianyu Wu, Konrad Schindler, Cenek Albl


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Mapping Vulnerable Populations with AI


Jul 29, 2021
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo C. Daudt, Konrad Schindler, Thao T-T Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran


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Learning a Sensor-invariant Embedding of Satellite Data: A Case Study for Lake Ice Monitoring


Jul 19, 2021
Manu Tom, Yuchang Jiang, Emmanuel Baltsavias, Konrad Schindler


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High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR


Jul 15, 2021
Nico Lang, Konrad Schindler, Jan Dirk Wegner


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ResDepth: A Deep Prior For 3D Reconstruction From High-resolution Satellite Images


Jun 15, 2021
Corinne Stucker, Konrad Schindler

* Under review 

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Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs


Jun 07, 2021
Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler

* Under review 

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Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation


May 29, 2021
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler


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Mapping oil palm density at country scale: An active learning approach


May 24, 2021
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner

* Remote Sensing of Environment Volume 261, August 2021, 112479 

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Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision


Apr 12, 2021
Mehmet Ozgur Turkoglu, Eric Brachmann, Konrad Schindler, Gabriel Brostow, Aron Monszpart


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Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery


Mar 23, 2021
Manu Tom, Tianyu Wu, Emmanuel Baltsavias, Konrad Schindler


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In the light of feature distributions: moment matching for Neural Style Transfer


Mar 12, 2021
Nikolai Kalischek, Jan Dirk Wegner, Konrad Schindler


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Global canopy height estimation with GEDI LIDAR waveforms and Bayesian deep learning


Mar 05, 2021
Nico Lang, Nikolai Kalischek, John Armston, Konrad Schindler, Ralph Dubayah, Jan Dirk Wegner


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PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds


Mar 04, 2021
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner


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Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories


Feb 27, 2021
Claudio Mura, Renato Pajarola, Konrad Schindler, Niloy Mitra

* To be published in Computer Graphics Forum (Proc. Eurographics 2021) 

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Crop mapping from image time series: deep learning with multi-scale label hierarchies


Feb 17, 2021
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner


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Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations


Dec 04, 2020
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler


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PREDATOR: Registration of 3D Point Clouds with Low Overlap


Nov 25, 2020
Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler


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Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning


Oct 27, 2020
Manu Tom, Rajanie Prabha, Tianyu Wu, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler

* Accepted for publication in MDPI Remote Sensing Journal 

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MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking


Oct 15, 2020
Patrick Dendorfer, Aljoša Ošep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian Reid, Stefan Roth, Laura Leal-Taixé

* Accepted at IJCV 

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Deep Active Learning in Remote Sensing for data efficient Change Detection


Aug 25, 2020
Vít Růžička, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

* 10 pages, 5 figures, ECML/PKDD Workshop on Machine Learning for Earth Observation, 2020 

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KAPLAN: A 3D Point Descriptor for Shape Completion


Jul 31, 2020
Audrey Richard, Ian Cherabier, Martin R. Oswald, Marc Pollefeys, Konrad Schindler

* 18 pages, 15 figures 

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From two rolling shutters to one global shutter


Jun 02, 2020
Cenek Albl, Zuzana Kukelova, Viktor Larsson, Tomas Pajdla, Konrad Schindler

* CVPR 2020 

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Photometric Multi-View Mesh Refinement for High-Resolution Satellite Images


May 12, 2020
Mathias Rothermel, Ke Gong, Dieter Fritsch, Konrad Schindler, Norbert Haala

* Accepted for publication in ISPRS Journal of Photogrammetry and Remote Sensing 

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Minimal Rolling Shutter Absolute Pose with Unknown Focal Length and Radial Distortion


Apr 29, 2020
Zuzana Kukelova, Cenek Albl, Akihiro Sugimoto, Konrad Schindler, Tomas Pajdla


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Privileged Pooling: Supervised attention-based pooling for compensating dataset bias


Mar 23, 2020
Andres C. Rodriguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner

* privileged pooling, weakly-supervised attention, training set bias, fine-grained species recognition, camera trap imagery 

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MOT20: A benchmark for multi object tracking in crowded scenes


Mar 19, 2020
Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé

* The sequences of the new MOT20 benchmark were previously presented in the CVPR 2019 tracking challenge ( arXiv:1906.04567 ). The differences between the two challenges are: - New and corrected annotations - New sequences, as we had to crop and transform some old sequences to achieve higher quality in the annotations. - New baselines evaluations and different sets of public detections 

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Reconstruction of 3D flight trajectories from ad-hoc camera networks


Mar 10, 2020
Jingtong Li, Jesse Murray, Dorina Ismaili, Konrad Schindler, Cenek Albl

* Submitted to IROS 2020 

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Indoor Scene Recognition in 3D


Feb 28, 2020
Shengyu Huang, Mikhail Usvyatsov, Konrad Schindler

* 8 pages, 11 figures 

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Lake Ice Monitoring with Webcams and Crowd-Sourced Images


Feb 18, 2020
Rajanie Prabha, Manu Tom, Mathias Rothermel, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler


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Lake Ice Detection from Sentinel-1 SAR with Deep Learning


Feb 17, 2020
Manu Tom, Roberto Aguilar, Pascal Imhof, Silvan Leinss, Emmanuel Baltsavias, Konrad Schindler


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