EARTHVISION 2017

Yoav Schechner, Technion, Israel
Distributed views across media: from space to ocean depths
Mark Tabb, Here Maps
Remote sensing in an HD map world
Todd Stavish and Patrick Hagerty, CosmiQ
Benchmark datasets and open competitions

Charis Lanaras*, ETH Zurich; Jose Bioucas Dias, Universidade de Lisboa; Emmanuel Baltsavias, ETH Zurich; Konrad Schindler, ETH Zurich.
Super-Resolution of Multispectral Multiresolution Images from a Single Sensor
Randi Cabezas*, MIT; Maros Blaha, ETH; Sue Zheng, MIT; Guy Rosman, MIT; Konrad Schindler, ETH Zurich; John Fisher, MIT.
On the Role of Representations for Reasoning in Large-Scale Urban Scenes
Reid Pryzant*, Stanford University; Stefano Ermon, Stanford University; David Lobell, Stanford University.
Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning
Kenji Enomoto*, Nagoya University; Ken Sakurada, Nagoya University; Weimin Wang, Nagoya University; Hiroshi Fukui, Chubu University; Masashi Matsuoka, Tokyo Institute of Technology; Ryosuke Nakamura, National Institute of Advanced Industrial Science and Technology; Nobuo Kawaguti, Nagoya University.
Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets
Gabriele Facciolo*, ENS Paris - Saclay; Carlo de Franchis, ENS Paris - Saclay; Enric Meinhardt-Llopis, ENS Paris - Saclay.
Automatic 3D Reconstruction from Multi-Date Satellite Images
Nicolas Audebert*, ONERA; Bertrand Le Saux, ONERA; Sébastien Lefèvre, Université de Bretagne Sud.
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps
Yansong Liu*, Rochester Institute of Technology; Sankaranarayanan Piramanayagam, Rochester Institute of Technology; Sildomar Monteiro, Rochester Institute of Technology; Eli Saber, Rochester Institute of Technology.
Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs
Ilke Demir*, Purdue University; Ramesh Raskar, Massachusetts Institute of Technology; Kleovoulos Tsourides, MIT.
Robocodes: Towards Learning Generative Street Addresses from Satellite Imagery
Yuan Zhou*, University of Florida; Anand Rangarajan, University of Florida; Paul Gader, University of Florida.
Nonrigid registration of hyperspectral and color images with vastly different spatial and spectral resolutions for spectral unmixing and pansharpening
Yuanyuan Wang*, Technical University of Munich; Xiaoxiang Zhu, DLR&TUM; Natsumi Yokoya, Technical University of Munich.
Earth Observation Using SAR and Social Media Images
Marc Rußwurm*, Technical University of Munich; Marco Körner, Technical University of Munich.
Temporal Vegetation Modelling using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-Spectral Satellite Images

Program

08h30	Welcome
08h50	Invited talk: Yoav Schechner, Technion, Israel Distributed views across media: from space to ocean depths
09h30	Poster Spotlights
10h00	Morning Break
10h30	Best Paper Awards Presentations Ilke Demir, Facebook; Forest Hughes, Facebook; Aman Raj, Facebook; Kleovoulos Tsourides, Facebook; Divyaa Ravichandran, Facebook; Suryanarayana Murthy, Facebook; Kaunil Dhruv, Facebook; Sanyam Garg, Facebook; Jatin Malhotra, Facebook; Barrett Doo, Facebook; Grace Kermani, Facebook; and Ramesh Raskar, Facebook and MIT Media Lab.. Robocodes: Towards Generative Street Addresses from Satellite Imagery Marc Rußwurm, Technical University of Munich; Marco Körner, Technical University of Munich. Temporal Vegetation Modelling using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-Spectral Satellite Images
11h20	Invited talk: Mark Tabb, Here Maps Remote sensing in an HD map world
12h00	Lunch
13h30	Invited talk: Todd Stavish and Patrick Hagerty, CosmiQ Benchmark datasets and open competitions
14h10	Posters Charis Lanaras, ETH Zurich; Jose Bioucas Dias, Universidade de Lisboa; Emmanuel Baltsavias, ETH Zurich; Konrad Schindler, ETH Zurich. Super-Resolution of Multispectral Multiresolution Images from a Single Sensor Randi Cabezas, MIT; Maros Blaha, ETH; Sue Zheng, MIT; Guy Rosman, MIT; Konrad Schindler, ETH Zurich; John Fisher, MIT. On the Role of Representations for Reasoning in Large-Scale Urban Scenes Reid Pryzant, Stanford University; Stefano Ermon, Stanford University; David Lobell, Stanford University. Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning Kenji Enomoto, Nagoya University; Ken Sakurada, Nagoya University; Weimin Wang, Nagoya University; Hiroshi Fukui, Chubu University; Masashi Matsuoka, Tokyo Institute of Technology; Ryosuke Nakamura, National Institute of Advanced Industrial Science and Technology; Nobuo Kawaguti, Nagoya University. Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets Gabriele Facciolo, ENS Paris - Saclay; Carlo de Franchis, ENS Paris - Saclay; Enric Meinhardt-Llopis, ENS Paris - Saclay. Automatic 3D Reconstruction from Multi-Date Satellite Images Nicolas Audebert, ONERA; Bertrand Le Saux, ONERA; Séastien Lefèvre, Université de Bretagne Sud. Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Yansong Liu, Rochester Institute of Technology; Sankaranarayanan Piramanayagam, Rochester Institute of Technology; Sildomar Monteiro, Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs Yuan Zhou, University of Florida; Anand Rangarajan, University of Florida; Paul Gader, University of Florida. Nonrigid registration of hyperspectral and color images with vastly different spatial and spectral resolutions for spectral unmixing and pansharpening Yuanyuan Wang, Technical University of Munich; Xiaoxiang Zhu, DLR & Technical University of Munich. Earth Observation Using SAR and Social Media Images
15h30	Afternoon Break
16h00	Panel discussion on the future of geospatial data sets for computer vision and machine learning
16h40	Closing of the Workshop