MO4.R6.7

KNOWLEDGE-GUIDED SATELLITE IMAGE TIME SERIES CLASSIFICATION NETWORK FOR CROP MAPPING

Xiaolei Qin, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Xin Su, School of Remote Sensing and Information Engineering, Wuhan University, China; Liangpei Zhang, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China
Session:
MO4.R6: Crop Classification Oral
Track:
Land Applications
Location:
Skalkotas Hall
Presentation Time:
Mon, 8 Jul, 17:44 - 17:58
Session Co-Chairs:
Michele Rinaldi, and Heather McNairn,
Presentation
Discussion
Resources
No resources available.
Session MO4.R6
MO4.R6.1: EARLY-SEASON CROP CLASSIFICATION UTILIZING TIME SERIES BASED DEEP LEARNING WITH MULTI-SENSOR REMOTE SENSING DATA
Chuhong Fei, Yifeng Li, AUG Signals Ltd, Canada; Heather McNairn, Agriculture and Agri-Food Canada, Canada; George Lampropoulos, AUG Signals Ltd, Canada
MO4.R6.2: CROP INDENTIFICATION IN EARLY GROWING SEASON BASED ON MULTI-SOURCE REMOTE SENSING DATA FUSION FOR THE MIDDLE REACHES OF THE HEIHE RIVER BASIN
Xiaoqian Xu, Hohai university, China; Houjun He, Information Center of Yellow River Conservancy Commission, China; Zehang Yang, Wen Wang, Hohai university, China
MO4.R6.3: CROP CLASSIFICATION BASED ON THE COMBINATION OF POLARIMETRIC AND TEMPORAL FEATURES OF SENTINEL-1 SAR DATA
Yuming Du, 北京化工大学, China; Qiang Yin, Beijing University of Chemical Technology, China; Carlos López-Martínez, Universitat Politècnica de Catalunya, Spain; Wen Hong, Chinese Academy of Sciences, China
MO4.R6.4: WINTER WHEAT MAPPING ACROSS SPACE AND TIME VIA KNOWLEDGE TRANSFER-BASED TRAINING DATA GENERATION
Gaoxiang Yang, Xia Yao, Yan Zhu, Weixing Cao, Tao Cheng, Nanjing Agricultural University, China
MO4.R6.5: XAI-GUIDED ENHANCEMENT OF VEGETATION INDICES FOR CROP MAPPING
Hiba Najjar, Francisco Mena, University of Kaiserslautern-Landau (RPTU), Germany; Marlon Nuske, Andreas Dengel, German Research Center for Artificial Intelligence (DFKI), Germany
MO4.R6.6: Early-Season Crop Classification with Planet Fusion
Caglar Senaras, Piers Holden, Timothy Davis, Annett Wania, Akil S. Rana, Maddie Grady, Richard De Jeu, Planet Labs, Netherlands
MO4.R6.7: KNOWLEDGE-GUIDED SATELLITE IMAGE TIME SERIES CLASSIFICATION NETWORK FOR CROP MAPPING
Xiaolei Qin, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Xin Su, School of Remote Sensing and Information Engineering, Wuhan University, China; Liangpei Zhang, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China
Resources
No resources available.