08:30 - 08:50 Welcome
08:50 - 09:30 Invited talk 1
James Hays, Georgia Institute of Technology
Title: Revisiting IM2GPS in the Deep Learning Era
09:30 - 10:00 Poster Spotlights
1. The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery
2. Large-scale DTM generation from satellite data
3. Weakly Supervised Fusion of Multiple Overhead Images
4. Intrinsic Scene Properties from Hyperspectral Images and LiDAR
5. Late or Earlier Information Fusion from Depth and Spectral Data: Large-Scale Digital Surface Model Refinement by Hybrid-cGAN
10:00 - 10:40 Morning Break
10:40 - 11:20 Best Student Paper Presentations
Rodrigo Caye Daudt (ONERA), Bertrand Le Saux (ONERA), Alexandre Boulch (ONERA), Yann Gousseau (Télécom ParisTech)
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection
author = {Caye Daudt, Rodrigo and Le Saux, Bertrand and Boulch, Alexandre and Gousseau, Yann},
title = {Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Benjamin Kellenberger (Wageningen University and Research), Diego Marcos (Wageningen University and Research), Devis Tuia (Wageningen University and Research)
When a few clicks make all the difference: Improving weakly-supervised wildlife detection in UAV images
author = {Kellenberger, Benjamin and Marcos, Diego and Tuia, Devis},
title = {When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
11:20 - 12:00 Invited talk 2
Danielle R. Wood, MIT
Title: The Role of Space Technology to Support Sustainable Development
12:00 - 13:30 Lunch
13:30 - 13:50 Best Paper Presentation
Matt Leotta (Kitware), Chengjiang Long (Kitware), Bastien Jacquet (Kitware), Matthieu Zins (Kitware), Dan Lipsa (Kitware), Jie Shan (Purdue), Bo Xu (Purdue), Zhixin Li (Purdue), Xu Zhang (Columbia University), Shih-Fu Chang (Columbia University), Matthew Purri (Rutgers University), Jia Xue (Rutgers University), Kristin Dana (Rutgers University)
Urban Semantic 3D Reconstruction from Multiview Satellite Imagery
author = {Leotta, Matthew J. and Long, Chengjiang and Jacquet, Bastien and Zins, Matthieu and Lipsa, Dan and Shan, Jie and Xu, Bo and Li, Zhixin and Zhang, Xu and Chang, Shih-Fu and Purri, Matthew and Xue, Jia and Dana, Kristin},
title = {Urban Semantic 3D Reconstruction From Multiview Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
13:50 - 15:20 Posters
Rodrigo Caye Daudt (ONERA), Bertrand Le Saux (ONERA), Alexandre Boulch (ONERA), Yann Gousseau (Télécom ParisTech)
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection
author = {Caye Daudt, Rodrigo and Le Saux, Bertrand and Boulch, Alexandre and Gousseau, Yann},
title = {Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Benjamin Kellenberger (Wageningen University and Research), Diego Marcos (Wageningen University and Research), Devis Tuia (Wageningen University and Research)
When a few clicks make all the difference: Improving weakly-supervised wildlife detection in UAV images
author = {Kellenberger, Benjamin and Marcos, Diego and Tuia, Devis},
title = {When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Matt Leotta (Kitware), Chengjiang Long (Kitware), Bastien Jacquet (Kitware), Matthieu Zins (Kitware), Dan Lipsa (Kitware), Jie Shan (Purdue), Bo Xu (Purdue), Zhixin Li (Purdue), Xu Zhang (Columbia University), Shih-Fu Chang (Columbia University), Matthew Purri (Rutgers University), Jia Xue (Rutgers University), Kristin Dana (Rutgers University)
Urban Semantic 3D Reconstruction from Multiview Satellite Imagery
author = {Leotta, Matthew J. and Long, Chengjiang and Jacquet, Bastien and Zins, Matthieu and Lipsa, Dan and Shan, Jie and Xu, Bo and Li, Zhixin and Zhang, Xu and Chang, Shih-Fu and Purri, Matthew and Xue, Jia and Dana, Kristin},
title = {Urban Semantic 3D Reconstruction From Multiview Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Jacob Shermeyer (CosmiQ Works, In-Q-Tel), Adam Van Etten (IQT)
The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery
author = {Shermeyer, Jacob and Van Etten, Adam},
title = {The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Liuyun DUAN (Luxcarta Technology), Mathieu Desbrun (Caltech), Anne Giraud (Luxcarta Technology), Frédéric Trastour (Luxcarta Technology), Lionel Laurore ( Luxcarta Technology)
Large-scale DTM generation from satellite data
author = {Duan, Liuyun and Desbrun, Mathieu and Giraud, Anne and Trastour, Frederic and Laurore, Lionel},
title = {Large-Scale DTM Generation From Satellite Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
M. Usman Rafique (University of Kentucky), Hunter Blanton (University of Kentucky), Nathan Jacobs (University of Kentucky)
Weakly Supervised Fusion of Multiple Overhead Images
author = {Usman Rafique, Muhammad and Blanton, Hunter and Jacobs, Nathan},
title = {Weakly Supervised Fusion of Multiple Overhead Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Xudong Jin (Harbin Institute of Technology), Yanfeng Gu (Harbin Institute of Technology)
Intrinsic Scene Properties from Hyperspectral Images and LiDAR
author = {Jin, Xudong and Gu, Yanfeng},
title = {Intrinsic Scene Properties From Hyperspectral Images and LiDAR},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Ksenia Bittner (German Aerospace Center), Marco Körner (Technical University of Munich); Peter Reinartz (German Aerospace Center)
Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN
author = {Bittner, Ksenia and Reinartz, Peter and Korner, Marco},
title = {Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Bertrand Le Saux (ONERA), Naoto Yokoya (Riken), Ronny Hänsch (Technische Universität Berlin), Myron Brown (Johns Hopkins University), Greg Hager (Johns Hopkins University)
2019 IEEE GRSS Data Fusion Contest: Large-Scale Semantic 3D Reconstruction
15:20 - 16:00 Afternoon Break
16:00 - 16:40 Invited talk 3
Hanan Samet, University of Maryland
Title: Reading News with Maps by Exploiting Spatial Synonyms
16:40 - 17:00 Award Ceremony and Closing of the Workshop
