TU2.5: Advanced Methods for Image Classification

Session Type: Oral
Time: Tuesday, July 24, 10:30 - 12:10
Location: Room 14A
Session Chairs: Lorenzo Bruzzone, University of Trento and Gustavo Camps-Valls, University of Valencia
 
TU2.5.1: MULTISCALE CONDITIONAL RANDOM FIELDS FOR SUPERVISED REGION BASED LABELING AND CLASSIFICATION
         Mitchel Alioscha-Perez; ETRO-VUB
         Jonathan C-W Chan; ETRO-VUB
         Hichem Sahli; ETRO-VUB
 
TU2.5.2: DOMAIN ADAPTATION FOR THE EXTRACTION OF COMPLEX URBAN PATTERNS FROM MULTIRESOLUTION SATELLITE IMAGES
         Camille Kurtz; University of Strasbourg
         Anne Puissant; University of Strasbourg
         Nicolas Passat; University of Strasbourg
         Pierre Gan├žarski; University of Strasbourg/LSIIT
 
TU2.5.3: A SEMISUPERVISED CONTEXTUAL CLASSIFICATION ALGORITHM FOR MULTITEMPORAL POLARIMETRIC SAR DATA
         Xin Niu; KTH-Royal Institute of Technology
         Yifang Ban; KTH-Royal Institute of Technology
 
TU2.5.4: A COST-SENSITIVE ACTIVE LEARNING TECHNIQUE FOR THE DEFINITION OF EFFECTIVE TRAINING SETS FOR SUPERVISED CLASSIFIERS
         Begum Demir; University of Trento
         Luca Minello; University of Trento
         Lorenzo Bruzzone; University of Trento
 
TU2.5.5: MULTIPLE-KERNEL LEARNING-BASED UNMIXING ALGORITHM FOR ESTIMATION OF CLOUD FRACTIONS WITH MODIS AND CLOUDSAT DATA
         Yanfeng Gu; Harbin Institute of Technology
         Shizhe Wang; Harbin Institute of Technology
         Tao Shi; The Ohio State University
         Yinghui Lu; The Pennsylvania State University
         Eugene E. Clothiaux; The Pennsylvania State University
         Bin Yu; University of California, Berkeley