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