FR4.15: Machine Learning Meets New Remote Sensing Applications |
| Session Type: Oral |
| Time: Friday, July 27, 15:40 - 17:20 |
| Location: Room 13B |
| Session Chairs: Devis Tuia, École Polytechnique Fédérale de Lausanne and Gustavo Camps-Valls, University of Valencia |
| FR4.15.1: THE BILLION PIXELS CHALLENGE: SCALING MACHINE LEARNING TOWARD LARGE IMAGE SETS |
| Giovanni Marchisio; DigitalGlobe, Inc. |
| Krzysztof Koperski; DigitalGlobe, Inc. |
| Carsten Tusk; DigitalGlobe, Inc. |
| Chuck Chaapel; DigitalGlobe, Inc. |
| Pierre Izard; DigitalGlobe, Inc. |
| Kathleen Johnson; DigitalGlobe, Inc. |
| Chris Padwick; DigitalGlobe, Inc. |
| Vic Leonard; DigitalGlobe, Inc. |
| Michael Keaney; DigitalGlobe, Inc. |
| FR4.15.2: IMAGE FUSION AND SPECTRAL UNMIXING OF HYPERSPECTRAL IMAGES FOR SPATIAL IMPROVEMENT OF CLASSIFICATION MAPS |
| Giorgio Antonino Licciardi; INPG |
| Alberto Villa; Aesys |
| Muhammad Murtaza Khan; SEECS |
| Jocelyn Chanussot; INPG |
| FR4.15.3: CONSENSUAL CLUSTERING FOR LAND COVER MAPPING |
| Marine Campedel; Télécom ParisTech |
| Ivan Kyrgyzov; Télécom ParisTech |
| FR4.15.4: ASSOCIATIVE MEMORY TECHNIQUES FOR THE EXPLOITATION OF REMOTE SENSING DATA IN THE MONITORING OF VOLCANIC EVENTS |
| Matteo Picchiani; Tor Vergata University of Rome |
| Fabio Del Frate; Tor Vergata University of Rome |
| Alessandro Piscini; Istituto Nazionale di Geofisica e Vulcanologia |
| Marco Chini; Istituto Nazionale di Geofisica e Vulcanologia |
| Stefano Corradini; Istituto Nazionale di Geofisica e Vulcanologia |
| Luca Merucci; Istituto Nazionale di Geofisica e Vulcanologia |
| Salvatore Stramondo; Istituto Nazionale di Geofisica e Vulcanologia |
| FR4.15.5: ON THE INFLUENCE OF SPATIAL SCALE ON THE ACCURACY OF SUPPORT VECTOR REGRESSION MODELS FROM SYNTHETICALLY MIXED SPECTRAL LIBRARIES |
| Akpona Okujeni; Humboldt-Universität zu Berlin |
| Sebastian van der Linden; Humboldt-Universität zu Berlin |
| Andreas Rabe; Humboldt-Universität zu Berlin |
| Maria Cierpinski; Humboldt-Universität zu Berlin |
| Patrick Hostert; Humboldt-Universität zu Berlin |
