FR1.13: Novelty Detection and One-class Classification |
| Session Type: Oral |
| Time: Friday, July 27, 08:20 - 10:00 |
| Location: Room 14B |
| Session Chairs: Diego Fernandez Prieto, ESA and Lorenzo Bruzzone, University of Trento |
| FR1.13.1: SEMI-SUPERVISED AND UNSUPERVISED NOVELTY DETECTION USING NESTED SUPPORT VECTOR MACHINES |
| Frank de Morsier; École Polytechnique Fédérale de Lausanne |
| Maurice Borgeaud; European Space Agency |
| Christoph Küchler; RUAG Schweiz AG |
| Volker Gass; École Polytechnique Fédérale de Lausanne |
| Jean-Philippe Thiran; École Polytechnique Fédérale de Lausanne |
| FR1.13.2: DISCOVERING SINGLE CLASSES IN REMOTE SENSING IMAGES WITH ACTIVE LEARNING |
| Mirco Furlani; University of Trento |
| Devis Tuia; EPFL Lausanne |
| Jordi Munoz-Mari; Universidad de Valencia |
| Francesca Bovolo; University of Trento |
| Gustavo Camps-Valls; Universidad de Valencia |
| Lorenzo Bruzzone; University of Trento |
| FR1.13.3: A NOVEL APPROACH TO TARGETED LAND-COVER CLASSIFICATION OF REMOTE-SENSING IMAGES |
| Mattia Marconcini; European Space Agency |
| Diego Fernández-Prieto; European Space Agency |
| FR1.13.4: GPU-ACCELERATED ONE-CLASS SVM FOR EXPLORATION OF REMOTE SENSING DATA |
| Fabien Giannesini; Office National d'Etudes et de Recherches Aérospatiale - The French Aerospace Lab |
| Bertrand Le Saux; Office National d'Etudes et de Recherches Aérospatiale - The French Aerospace Lab |
| FR1.13.5: INCLUDING INVARIANCES IN SVM REMOTE SENSING IMAGE CLASSIFICATION |
| Emma Izquierdo-Verdiguier; Universistat de València |
| Valero Laparra; Universitat de Valencia |
| Luis Gómez-Chova; Universistat de València |
| Gustavo Camps-Valls; Universistat de València |
