WE4.R1: Learning and Domain Adaptation |
| Session Type: Oral |
| Time: Wednesday, July 25, 16:50 - 18:30 |
| Location: Room 1D |
| Session Chair: Shutao Li, Hunan University |
| 16:50 - 17:10 |
| WE4.R1.1: SEMISUPERVISED ADVERSARIAL DISCRIMINATIVE DOMAIN ADAPTATION, WITH APPLICATION TO REMOTE SENSING DATA |
| Rui Wang; Duke University |
| Leslie Collins; Duke University |
| Kyle Bradbury; Duke University |
| Jordan Malof; Duke University |
| 17:10 - 17:30 |
| WE4.R1.2: BOOSTING FOR DOMAIN ADAPTATION EXTREME LEARNING MACHINES FOR HYPERSPECTRAL IMAGE CLASSIFICATION |
| Junshi Xia; The University of Tokyo |
| Naoto Yokoya; RIKEN Center for Advanced Intelligence Project |
| Akira Iwasaki; The University of Tokyo |
| 17:30 - 17:50 |
| WE4.R1.3: A NOVEL METHOD BASED ON SOURCE DOMAIN UNDERSTANDING AND MODELING TO TRANSFER LABELS FROM LAND-COVER VECTOR MAPS TO CLASSIFIERS FOR MULTISPECTRAL IMAGES |
| Claudia Paris; University of Trento |
| Lorenzo Bruzzone; University of Trento |
| Diego Fernández-Prieto; European Space Agency |
| 17:50 - 18:10 |
| WE4.R1.4: DOMAIN ADAPTATION FOR LARGE SCALE CLASSIFICATION OF VERY HIGH RESOLUTION SATELLITE IMAGES WITH DEEP CONVOLUTIONAL NEURAL NETWORKS |
| Tristan Postadjian; Univ. Paris Est, LASTIG MATIS, IGN, ENSG |
| Arnaud Le Bris; Univ. Paris Est, LASTIG MATIS, IGN, ENSG |
| Hichem Sahbi; CNRS, LIP6 UPMC Sorbonne Universités, Paris |
| Clément Mallet; Univ. Paris Est, LASTIG MATIS, IGN, ENSG |
| 18:10 - 18:30 |
| WE4.R1.5: CROSS-DOMAIN CNN FOR HYPERSPECTRAL IMAGE CLASSIFICATION |
| Hyungtae Lee; Booz Allen Hamilton Inc. |
| Sungmin Eum; Booz Allen Hamilton Inc. |
| Heesung Kwon; US Army Research Laboratory |
