| Session Title | FRP1.PQ: Machine Learning Applications for Urban Remote Sensing |
|---|---|
| Presentation Mode | Poster |
| Session Time | Friday, 02 August, 09:40 - 10:40 |
| Location | Room 503: Poster Area Q |
| Session Chair | Francesca Cecinati, University of Bath |
| FRP1.PQ.1: SAR-IMAGE BASED URBAN CHANGE DETECTION IN BANGKOK, THAILAND USING DEEP LEARNING |
| Raveerat Jaturapitpornchai; Tokyo Institute of Technology |
| Masashi Matsuoka; Tokyo Institute of Technology |
| Naruo Kanemoto; National Institute of Advanced Industrial and Science and Technology (AIST) |
| Shigeki Kuzuoka; Space Shift |
| Riho Ito; National Institute of Advanced Industrial and Science and Technology (AIST) |
| Ryosuke Nakamura; National Institute of Advanced Industrial and Science and Technology (AIST) |
| FRP1.PQ.2: IDENTIFY URBAN AREA FROM REMOTE SENSING IMAGE USING DEEP LEARNING METHOD |
| Jinxin Guo; Peking University |
| Huazhong Ren; Peking University |
| Yitong Zheng; Peking University |
| Jing Nie; Peking University |
| Shanshan Chen; Peking University |
| Yuanheng Sun; Peking University |
| Qiming Qin; Peking University |
| FRP1.PQ.3: DELINEATION OF THE URBAN FRINGE USING MULTI-INDICATORS AND DEEP NEURAL NETWORK |
| Renbo Luo; Guangzhou University |
| Xingnan Liu; Guangzhou University |
| Zhifeng Wu; Guangzhou University |
| Yingbiao Chen; Guangzhou University |
| FRP1.PQ.4: COMBINED MULTISCALE CONVOLUTIONAL NEURAL NETWORKS AND SUPERPIXELS FOR BUILDING EXTRACTION IN VERY HIGH-RESOLUTION IMAGES |
| Hui Huang; China University of Petroleum (East China) |
| Genyun Sun; China University of Petroleum (East China) |
| Aizhu Zhang; China University of Petroleum (East China) |
| Yanling Hao; China University of Petroleum (East China) |
| Jun Rong; China University of Petroleum (East China) |
| Li Zhang; Key Laboratory of Poyang Lake Wetland and Watershed Research, Ministry of Education, Jiangxi Normal University |
| FRP1.PQ.5: ON ANOMALOUS DEFORMATION PROFILE DETECTION THROUGH SUPERVISED AND UNSUPERVISED MACHINE LEARNING |
| Stefan-Adrian Toma; Military Technical Academy |
| Bogdan Sebacher; Military Technical Academy |
| Adrian Focsa; Military Technical Academy |
| Mihai-Lica Pura; Military Technical Academy |
| FRP1.PQ.6: LEARNING SELF-ADAPTIVE SCALES FOR EXTRACTING URBAN FUNCTIONAL ZONES FROM VERY-HIGH-RESOLUTION SATELLITE IMAGES |
| Xiuyuan Zhang; Peking University |
| Shihong Du; Peking University |
| FRP1.PQ.7: BUILDING SHADOW DETECTION BASED ON DBM |
| Guoqing Zhou; Guilin University of Technology |
| Hongjun Sha; Guilin University of Technology |
| Haoyu Wang; Guilin University of Technology |
| Tao Yue; Guilin University of Technology |
| Bin Jia; Guilin University of Technology |
| FRP1.PQ.8: URBAN ROADS NETWORK DETECTION FROM HIGH RESOLUTION REMOTE SENSING |
| Lisa Yang; Massachusetts Institute of Technology |
| Afreen Siddiqi; Massachusetts Institute of Technology |
| Olivier de Weck; Massachusetts Institute of Technology |
| FRP1.PQ.9: URBAN-RURAL FRINGE RECOGNITION WITH THE INTEGRATION OF OPTICAL AND NIGHTTIME LIGHTS DATA |
| Xiaolin Chen; School of Engineering and Information Technology, University of New South Wales |
| Xiuping Jia; School of Engineering and Information Technology, University of New South Wales |
| Mark Pickering; School of Engineering and Information Technology, University of New South Wales |