WE1.R1: Manifold Learning |
| Session Type: Oral |
| Time: Wednesday, July 25, 08:30 - 10:10 |
| Location: Room 1D |
| Session Chairs: Valero Laparra, Universitat de València and Adrian Perez-Suay, Universitat de València |
| 08:30 - 08:50 |
| WE1.R1.1: IMPROVING LINEAR CLASSIFICATION USING SEMI-SUPERVISED INVERTIBLE MANIFOLD ALIGNMENT |
| Wolfgang Gross; Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) |
| Nayeli Espinosa; Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) |
| Merlin Becker; Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) |
| Simon Schreiner; Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) |
| Wolfgang Middelmann; Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) |
| 08:50 - 09:10 |
| WE1.R1.2: LEARNING A STABLE LOCAL MANIFOLD REPRESENTATION FOR HYPERSPECTRAL LINEAR DIMENSIONALITY REDUCTION |
| Wenbo Yu; Harbin Institute of Technology |
| Miao Zhang; Harbin Institute of Technology |
| Yi Shen; Harbin Institute of Technology |
| 09:10 - 09:30 |
| WE1.R1.3: GROUND-BASED INFRARED CLOUD CLASSIFICATION BASED ON MANIFOLD KERNEL DICTIONARY LEARNING AND SPARSE CODING |
| Qixiang Luo; College of Meteorology and Oceanology, National University of Defense Technology |
| Zeming Zhou; College of Meteorology and Oceanology, National University of Defense Technology |
| Yong Meng; College of Meteorology and Oceanology, National University of Defense Technology |
| 09:30 - 09:50 |
| WE1.R1.4: FULLY CONVOLUTIONAL NETWORK WITH POLARIMETRIC MANIFOLD FOR SAR IMAGERY CLASSIFICATION |
| Mingxia Tu; Wuhan University |
| Gong Han; Wuhan University |
| Xinlong Liu; Wuhan University |
| Chu He; Wuhan University |
| 09:50 - 10:10 |
| WE1.R1.5: A MANIFOLD LEARNING APPROACH OF LAND COVER CLASSIFICATION FOR OPTICAL AND SAR FUSING DATA |
| Xiangyu Tan; Yunnan Electric Power Research Institute, Yunnan Power Grid Co., Ltd. |
| Shaobin Jiang; University of Electronic Science and Technology of China |
| Zezhong Zheng; University of Electronic Science and Technology of China |
| Pingchuan Zhong; University of Electronic Science and Technology of China |
| Mingcang Zhu; Land and Resources Department of Sichuan Province |
| Yong He; Sichuan Institute of Geo-Environment Monitoring |
| Zhenlu Yu; University of Electronic Science and Technology of China |
| Na Wang; University of Electronic Science and Technology of China |
| Ling Jiang; University of Electronic Science and Technology of China |
| Guoqing Zhou; Guangxi Key Laboratory for Spatial Information and Geomatics |
| Hongsheng Zhang; The Chinese University of Hong Kong |
| Jiang Li; Old Dominion University |
