17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

WE7.V15.4

CONVLSTM NEURAL NETWORK FOR RICE FIELD CLASSIFICATION FROM SENTINEL-1A SAR IMAGES

Yang-Lang Chang, Narendra Babu Tatini, Tsung-Hau Chen, National Taipei University of Technology, Taiwan; Meng-Che Wu, National Space Organization, Taiwan; Joon Huang Chuah, University of Malaya, Malaysia; Yi-Ting Chen, Lena Chang, National Taiwan Ocean University, Taiwan
Session:
Computational Intelligence Applications in Remote Sensing Data Analysis Oral Virtual
Track:
Invited Sessions
Location:
Virtual Room 15
Presentation Time:
Thu, 21 Jul, 00:00 - 00:15 Malaysia Time (UTC +8)
Wed, 20 Jul, 18:00 - 18:15 Central European Time (UTC +2)
Wed, 20 Jul, 16:00 - 16:15 UTC
Wed, 20 Jul, 12:00 - 12:15 Eastern Time (UTC -4)
Session Co-Chairs:
Chih-Chang Yu, Chung Yuan Christian University and Mohammad Alkhaleefah, National Taipei University of Technology
Session Manager:
Aswini Kaur Jaswant Singh
Presentation
Discussion
Resources
No resources available.
Session WE7.V15
WE7.V15.1: ANOMALY DETECTION IN AERIAL IMAGES VIA SEMI-SUPERVISED ADVERSARIAL TRAINING
Chih-Chang Yu, Pu-Hsin Wang, Chung Yuan Christian University, Taiwan; Hsu-Yung Cheng, National Central University, Taiwan
WE7.V15.2: RICE FIELD MAPPING USING SENTINEL-1A TIME SERIES DATA AND DEEP LEARNING MODEL
Lena Chang, Yi-Ting Chen, Jung-Hua Wang, National Taiwan Ocean University, Taiwan; Yang-Lang Chang, National Taipei University of Technology, Taiwan
WE7.V15.3: YOLOV4 BASED RICE FIELDS CLASSIFICATION FROM HIGH-RESOLUTION IMAGES TAKEN BY DRONES
Narendra Babu Tatini, Guan-Yu Lu, Tan-Hsu Tan, Mohammad Alkhaleefah, Yang-Lang Chang, National Taipei University of Technology, Taiwan; Voon Chet Koo, Yee Kit Chan, Multimedia University, Malaysia
WE7.V15.4: CONVLSTM NEURAL NETWORK FOR RICE FIELD CLASSIFICATION FROM SENTINEL-1A SAR IMAGES
Yang-Lang Chang, Narendra Babu Tatini, Tsung-Hau Chen, National Taipei University of Technology, Taiwan; Meng-Che Wu, National Space Organization, Taiwan; Joon Huang Chuah, University of Malaya, Malaysia; Yi-Ting Chen, Lena Chang, National Taiwan Ocean University, Taiwan
WE7.V15.5: Comparison of super resolution algorithms for remote sensing imagery
Hsuan Ren, Mon-Chai Hsieh, National Central University, Taiwan