FR2.R2: Machine Learning and Artificial Intelligence for Remote Sensing

Fri, 2 Oct, 14:30 - 16:30 (UTC)
Fri, 2 Oct, 22:30 - 00:30 China Standard Time (UTC +8)
Fri, 2 Oct, 16:30 - 18:30 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 07:30 - 09:30 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Gulsen Taskin, Istanbul Technical University and Xiao Xiang Zhu, German Aerospace Center (DLR)
Session Managers: Subhadip Dey and Damilola Oladeji
Track: Special Themes
14:30-14:40 (UTC)
22:30-22:40 (UTC +8)
16:30-16:40 (UTC +2)
07:30-07:40 (UTC -7)

FR2.R2.1: IMPROVED GENETIC ALGORITHM FOR BUNDLE ADJUSTMENT IN PHOTOGRAMMETRY

Zhengkang Zuo, Yiyuan Sun, Ruihua Zhang, Lei Yan, Peking University, China
14:40-14:50 (UTC)
22:40-22:50 (UTC +8)
16:40-16:50 (UTC +2)
07:40-07:50 (UTC -7)

FR2.R2.2: SATELLITE OBSERVATION OF TANSMERIDIONAL PROPAGATING INTERNAL WAVES IN THE CELEBES SEA

Xudong Zhang, Institute of Oceanology, Chinese Academy of Sciences, China; Tao Zhang, Shandong University of Science and Technology; Institute of Oceanology, Chinese Academy of Sciences, China; Xiaofeng Li, Institute of Oceanology, Chinese Academy of Sciences, United States
14:50-15:00 (UTC)
22:50-23:00 (UTC +8)
16:50-17:00 (UTC +2)
07:50-08:00 (UTC -7)

FR2.R2.3: SPATIAL RESOLUTION ENHANCEMENT OF UNMANNED AIRCRAFT SYSTEM IMAGERY USING DEEP LEARNING-BASED SINGLE IMAGE SUPER-RESOLUTION

Mohammad Pashaei, Michael J. Starek, Hamid Kamangir, Jacob Berryhill, Texas A&M University-Corpus Christi, United States
15:00-15:10 (UTC)
23:00-23:10 (UTC +8)
17:00-17:10 (UTC +2)
08:00-08:10 (UTC -7)

FR2.R2.4: Edge Prediction Net for Reconstructing Road Labels Contaminated by Clouds

Miao Xu, Yuanxiang Li, Shanghai Jiao Tong University, China; Juanjuan Zhong, AVIC Leihua Electric Technology Research Institute, China; Yuxuan Zhang, Shanghai Jiao Tong University, China; Xingang Liu, AVIC Leihua Electric Technology Research Institute, China
15:10-15:20 (UTC)
23:10-23:20 (UTC +8)
17:10-17:20 (UTC +2)
08:10-08:20 (UTC -7)

FR2.R2.5: MINERAL DETECTION FROM HYPERSPECTRAL IMAGES USING A SPATIAL-SPECTRAL RESIDUAL CONVOLUTIONAL NEURAL NETWORK

Hao Zeng, Qingjie Liu, Beihang University, China; Xiaoqing Han, Beijing Research Institute of Uranium Geology, China; Yunhong Wang, Beihang University, China
15:20-15:30 (UTC)
23:20-23:30 (UTC +8)
17:20-17:30 (UTC +2)
08:20-08:30 (UTC -7)

FR2.R2.6: RADIO-FREQUENCY INTERFERENCE LOCATION, DETECTION AND CLASSIFICATION USING DEEP NEURAL NETWORKS

Adrian Perez, Universitat Politècnica de Catalunya (UPC), Spain; Jorge Querol, University of Luxembourg, Luxembourg; Hyuk Park, Adriano Camps, Universitat Politècnica de Catalunya (UPC), Spain
15:30-15:40 (UTC)
23:30-23:40 (UTC +8)
17:30-17:40 (UTC +2)
08:30-08:40 (UTC -7)

FR2.R2.7: UNBALANCED GEOLOGIC BODY CLASSIFICATION OF HYPERSPECTRAL DATA BASED ON SQUEEZE AND EXCITATION NETWORKS AT TIANSHAN AREA

Yuchen Liang, Zhengang Zhao, Hao Wang, Beijing Normal University, China; Ying Cao, Beijing Institute of Geology, China; Tao Huang, Yasmine Medjadba, Beijing Normal University, China; Yuntao Wang, RunCheng Jiao, Beijing Institute of Geology, China; Siying Chen, Xianchuan Yu, Beijing Normal University, China
15:40-15:50 (UTC)
23:40-23:50 (UTC +8)
17:40-17:50 (UTC +2)
08:40-08:50 (UTC -7)

FR2.R2.8: HLS-BASED FPGA IMPLEMENTATION OF CONVOLUTIONAL DEEP BELIEF NETWORK FOR SIGNAL MODULATION RECOGNITION

Jian Zhao, Yaqin Zhao, Hongbo Li, Yun Zhang, Longwen Wu, Harbin Institute of Technology, China
15:50-16:00 (UTC)
23:50-00:00 (UTC +8)
17:50-18:00 (UTC +2)
08:50-09:00 (UTC -7)

FR2.R2.9: CORRELATION ATTENTION FOR REMOTE SENSING IMAGE CAPTIONING

Jingxian Tian, Shuang Wang, Yu Gu, Yun Meng, Xiutiao Ye, Lei Zhang, Jihui Wang, Biao Hou, Xidian University, China
16:00-16:10 (UTC)
00:00-00:10 (UTC +8)
18:00-18:10 (UTC +2)
09:00-09:10 (UTC -7)

FR2.R2.10: RTC-GAN: Real-Time Classification of Satellite Imagery using Deep Generative Adversarial Networks with Infused Spectral Information

Rohit Gandikota, Radha Krishna Kavluru, Anupama Sharma, ManjuSarma M, Vinod M Bothale, National Remote Sensing Center, Indian Space Research Organisation, India
16:10-16:20 (UTC)
00:10-00:20 (UTC +8)
18:10-18:20 (UTC +2)
09:10-09:20 (UTC -7)

FR2.R2.11: A METHOD TO CREATE TRAINING DATASET FOR DEHAZING WITH CYCLEGAN

Hui Zhang, Kunming Power Supply Bureau of Yunnan Power Grid Co., Ltd, China; Fan Mou, University of Electronic Science and Technology of China, China; Shangqi Duan, Shuangde Huang, Shengwei Wang, Debin Xu, Kunming Power Supply Bureau of Yunnan Power Grid Co., Ltd, China; Zezhong Zheng, University of Electronic Science and Technology of China, China
16:20-16:30 (UTC)
00:20-00:30 (UTC +8)
18:20-18:30 (UTC +2)
09:20-09:30 (UTC -7)

FR2.R2.12: RADAR SENSOR SIMULATION WITH GENERATIVE ADVERSARIAL NETWORK

Maryam Rahnemoonfar, Masoud Yari, University of Maryland, Baltimore County, United States; John Paden, University of Kansas, United States