| Session Title | WEP2.PO: Big Data and Machine Learning - Neural Network in Remote Sensing I |
|---|---|
| Presentation Mode | Poster |
| Session Time | Wednesday, 31 July, 15:20 - 16:20 |
| Location | Room 501-502: Poster Area O |
| Session Chair | Akira Iwasaki, University of Tokyo |
| WEP2.PO.1: WEED MAPPING USING VERY HIGH RESOLUTION SATELLITE IMAGERY AND FULLY CONVOLUTIONAL NEURAL NETWORK |
| Yannik Rist; CSIRO |
| Iurii Shendryk; CSIRO |
| Foivos Diakogiannis; CSIRO |
| Shaun Levick; CSIRO |
| WEP2.PO.2: DEEP CONVOLUTIONAL NEURAL NETWORKS FOR PLANE IDENTIFICATION ON SATELLITE IMAGERY BY EXPLOITING TRANSFER LEARNING WITH A DIFFERENT OPTIMIZER |
| Patcharin Kamsing; King Mongkut’s Institute of Technology Ladkrabang |
| Peerapong Torteeka; National Astronomical Research Institute of Thailand |
| Soemsak Yooyen; King Mongkut’s Institute of Technology Ladkrabang |
| WEP2.PO.3: SEMI-SUPERVISED VARIATIONAL GENERATIVE ADVERSARIAL NETWORKS FOR HYPERSPECTRAL IMAGE CLASSIFICATION |
| Hao Wang; Central South University |
| Chao Tao; Central South University |
| Ji Qi; Central South University |
| HaiFeng Li; Central South University |
| YuQi Tang; Central South University |
| WEP2.PO.4: P-WAVE IDENTIFICATION WITH DEEP NEURAL NETWORK |
| Wei Zhu; Northwest Institute of Nuclear Technology |
| Xin Li; Northwest Institute of Nuclear Technology |
| Chang Liu; Northwest Institute of Nuclear Technology |
| Xiong Xu; Northwest Institute of Nuclear Technology |
| Weiping Ni; Northwest Institute of Nuclear Technology |
| WEP2.PO.5: DEEP LEARNING ROAD EXTRACTION MODEL BASED ON SIMILARITY MAPPING RELATIONSHIP |
| Haoyu Li; University of Electronic Science and Technology of China |
| Yunping Chen; University of Electronic Science and Technology of China |
| Yue Yang; University of Electronic Science and Technology of China |
| Peixin Liu; University of Electronic Science and Technology of China |
| Chuanqi Zhong; University of Electronic Science and Technology of China |
| WEP2.PO.6: AERIAL IMAGE AND MAP SYNTHESIS USING GENERATIVE ADVERSARIAL NETWORKS |
| Jun Gu; Institute of Electronics, Chinese Academy of Sciences |
| Yue Zhang; Institute of Electronics, Chinese Academy of Sciences |
| Wenkai Zhang; Institute of Electronics, Chinese Academy of Sciences |
| Hongfeng Yu; Institute of Electronics, Chinese Academy of Sciences |
| Siyue Wang; Northeastern University |
| Yaoling Wang; Institute of Electronics, Chinese Academy of Sciences |
| Lei Wang; Institute of Electronics, Chinese Academy of Sciences |
| WEP2.PO.7: A DEEP LEARNING ARCHITECTURE FOR HETEROGENEOUS AND IRREGULARLY SAMPLED REMOTE SENSING TIME SERIES |
| Corrado Avolio; e-GEOS - Italian Space Agency / Telespazio |
| Alessia Tricomi; e-GEOS - Italian Space Agency / Telespazio |
| Claudio Mammone; e-GEOS - Italian Space Agency / Telespazio |
| Massimo Zavagli; e-GEOS - Italian Space Agency / Telespazio |
| Mario Costantini; e-GEOS - Italian Space Agency / Telespazio |
| WEP2.PO.8: IMPROVED SEARCH AND DETECTION OF SURFACE-TO-AIR MISSILE SITES USING SPATIAL FUSION OF COMPONENT OBJECT DETECTIONS FROM DEEP NEURAL NETWORKS |
| Alan Cannaday; University of Missouri |
| Curt Davis; University of Missouri |
| Grant Scott; University of Missouri |
| WEP2.PO.9: AN EXTENSIBLE AND EASY-TO-USE TOOLBOX FOR DEEP LEARNING BASED ANALYSIS OF REMOTE SENSING IMAGES |
| Raian Vargas Maretto; National Institute for Space Research (INPE) |
| Thales Sehn Körting; National Institute for Space Research (INPE) |
| Leila Maria Garcia Fonseca; National Institute for Space Research (INPE) |