TU2.R8: Big Machine Learning IV

Session Type: Oral
Time: Tuesday, July 24, 11:10 - 12:50
Location: Room 4F
Session Chairs: Valero Laparra, Universitat de València and Mihai Datcu, German Aerospace Center (DLR)
 
11:10 - 11:30
TU2.R8.1: AUTOMATED GEOPHYSICAL CLASSIFICATION OF SENTINEL-1 WAVE MODE SAR IMAGES THROUGH DEEP-LEARNING
         Chen Wang; Laboratoire d'Oceanographie Physique et Spatiale, Ifremer
         Alexis Mouche; Laboratoire d'Oceanographie Physique et Spatiale, Ifremer
         Pierre Tandeo; UMR LabSTICC, Institut Mines-Telecom Atlantique
         Justin Stopa; Laboratoire d'Oceanographie Physique et Spatiale, Ifremer
         Bertrand Chapron; Laboratoire d'Oceanographie Physique et Spatiale, Ifremer
         Ralph Foster; Applied Physics Laboratory
         Douglas Vandemark; Ocean Processes Analysis Laboratory, University of New Hampshire
 
11:30 - 11:50
TU2.R8.2: CSRS-SIAT: A BENCHMARK REMOTE SENSING DATASET TO SEMANTIC-ENABLED AND CROSS-SCALES SCENE RECOGNITION
         Yuan Shen; Shenzhen Institute of Advanced Technology, CAS; Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences
         Xiran Zhou; Arizona State University
         Jun Liu; Shenzhen Institute of Advanced Technology, CAS
         Jinsong Chen; Shenzhen Institute of Advanced Technology, CAS
 
11:50 - 12:10
TU2.R8.3: A TWO-STREAM UNIFIED INTERPRETATION NETWORK FOR HETEROGENEOUS REMOTE SENSING IMAGES CLASSIFICATION.
         Yan Wang; Electronic Information School, Wuhan University
         Chu He; Electronic Information School, Wuhan University
         Dehui Xiong; Electronic Information School, Wuhan University
         Mingxia Tu; Electronic Information School, Wuhan University
 
12:10 - 12:30
TU2.R8.4: FLOODED AREA DETECTION FROM UAV IMAGES BASED ON DENSELY CONNECTED RECURRENT NEURAL NETWORKS
         Maryam Rahnemoonfar; Texas A&M University-Corpus Christi
         Robin Murphy; Texas A&M University
         Marina Vicens Miquel; Texas A&M University-Corpus Christi
         Dugan Dobbs; Texas A&M University-Corpus Christi
         Ashton Adams; Texas A&M University-Corpus Christi
 
12:30 - 12:50
TU2.R8.5: SCALING SUPPORT VECTOR MACHINES TOWARDS EXASCALE COMPUTING FOR CLASSIFICATION OF LARGE-SCALE HIGH-RESOLUTION REMOTE SENSING IMAGES
         Ernir Erlingsson; University of Iceland
         Gabriele Cavallaro; Jülich Supercomputing Centre
         Morris Riedel; Jülich Supercomputing Centre
         Helmut Neukirchen; University of Iceland