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 |
