FR1.R18.3

AN EMPIRICAL STUDY ON FULLY CONVOLUTIONAL NETWORK AND HYPERCOLUMN METHODS FOR UAV REMOTE SENSING IMAGERY CLASSIFICATION

Lihong Su, Yuxia Huang, Texas A&M University-Corpus Christi, United States; Zhiyong Hu, University of West Florida, United States

Session:
Network Based Classifier

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Fri, 2 Oct, 12:20-12:30 (UTC)
Fri, 2 Oct, 20:20-20:30 China Standard Time (UTC +8)
Fri, 2 Oct, 14:20-14:30 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 05:20-05:30 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Nathan Longbotham, Descartes Lab and Xian Sun , Aerospace information Research Institute, Chinese Academy of Sciences
Session Managers:
Anupama Rajkumar and Arunima Singh

Presentation

Discussion

Resources

Session

FR1.R18.1: Improvement of CNN-based Road Extraction from Satellite Images via Morphological Image Processing
Heeji Im, Hoeseok Yang, Ajou University, Korea (South)
FR1.R18.2: IRON ORE REGION SEGMENTATION USING HIGH-RESOLUTION REMOTE SENSING IMAGES BASED ON RES-U-NET
Noman Mustafa, Juanping Zhao, Zeyu Liu, Zenghui Zhang, Wenxian Yu, Shanghai Jiao Tong University, China
FR1.R18.3: AN EMPIRICAL STUDY ON FULLY CONVOLUTIONAL NETWORK AND HYPERCOLUMN METHODS FOR UAV REMOTE SENSING IMAGERY CLASSIFICATION
Lihong Su, Yuxia Huang, Texas A&M University-Corpus Christi, United States; Zhiyong Hu, University of West Florida, United States
FR1.R18.4: SEGMENTATION OF HIGH SPATIAL RESOLUTION REMOTE SENSING IMAGE BASED ON U-NET CONVOLUTIONAL NETWORKS
Xiaoxiong Zheng, Tao Chen, China University of Geosciences, China
FR1.R18.5: SHIP SEGMENTATION ON HIGH-RESOLUTION SAR IMAGE BY A 3D DILATED MULTISCALE U-NET
Jichao Li, Xidian University, China; Chubing Guo, CETC, China; Shuiping Gou, Xidian University, China; Yuanbo Chen, Beijing Huahang Radio Measurement and Research Institute, China; Miao Wang, Jia-Wei Chen, Xidian University, China
FR1.R18.6: A NOVEL GLOBAL-AWARE DEEP NETWORK FOR ROAD DETECTION OF VERY HIGH RESOLUTION REMOTE SENSING
Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Wuhan University, China
FR1.R18.7: DEEP ENCODER-DECODER NETWORK BASED ON THE UP AND DOWN BLOCKS USING WAVELET TRANSFORM FOR CLOUD DETECTION
Jing Zhang, Hui Wang, Qin Zhou, Yuchen Wang, Yunsong Li, State Key Laboratory of Integrated Service Networks, Xidian University, China
FR1.R18.8: BILATERAL SIAMESE NETWORK FOR CHANGE DETECTION USING HIGH RESOLUTION REMOTE SENSING IMAGES
Chenqin Fu, Tengfei Bao, Liang Lv, Jingdong Liu, Tao Fang, Hong Huo, Shanghai Jiao Tong University, China
FR1.R18.9: APPLICATION OF A HYPER-PARAMETER OPTIMIZATION ALGORITHM USING MARS SURROGATE FOR DEEP POLSAR IMAGE CLASSIFICATION MODELS
Guangyuan Liu, Yangyang Li, Licheng Jiao, Xidian University, China
FR1.R18.10: LIGHT-WEIGHT ATTENTION SEMANTIC SEGMENTATION NETWORK FOR HIGH-RESOLUTION REMOTE SENSING IMAGES
Siyu Liu, University of Electronic Science and Technology of China, China; Changtao He, Sichuan Jiuzhou Eletric Group Co., Ltd, China; Haiwei Bai, Yijie Zhang, Jian Cheng, University of Electronic Science and Technology of China, China
FR1.R18.11: NEW NETWORK BASED ON D-LINKNET AND RESNEXT FOR HIGH RESOLUTION SATELLITE IMAGERY ROAD EXTRACTION
Kunlong Fan, Yuxia Li, University of Electronic Science and Technology of China, China; Lei He, Chengdu University of Information Technology, China; Lang Yuan, Ling Tong, University of Electronic Science and Technology of China, China
FR1.R18.12: Automated OpenStreetMap Data Alignment for Road Network Mapping
Tao Liu, Dalton Lunga, Oak Ridge National Laboratory, United States