FR2.R1.2

A TRANSFORMER-ENHANCED ENCODER-DECODER NETWORK FOR UNSUPERVISED HETEROGENEOUS REMOTE SENSING IMAGE CHANGE DETECTION

Yongjie Zheng, University of Trento, Italy; Sicong Liu, Tongji University, China; Lorenzo Bruzzone, University of Trento, Italy
Session:
FR2.R1: Temporal Data Analysis: SAR and Multimodal Change Detection I Oral
Track:
Data Analysis
Location:
Trianti
Presentation Time:
Fri, 12 Jul, 11:54 - 12:08
Session Co-Chairs:
Emmanuel Trouve, Savoie Mont Blanc University and Antoine Bralet, Savoie Mont Blanc University
Presentation
Discussion
Resources
No resources available.
Session FR2.R1
FR2.R1.1: QUICK EXTRACTION OF COLLAPSED BUILDINGS DUE TO THE 2023 TURKEY EARTHQUAKE FROM X-BAND SAR DATA
Wen Liu, Yoshihisa Maruyama, Chiba University, Japan, Japan; Fumio Yamazaki, Ohsaki Research Institute, Inc., Japan
FR2.R1.2: A TRANSFORMER-ENHANCED ENCODER-DECODER NETWORK FOR UNSUPERVISED HETEROGENEOUS REMOTE SENSING IMAGE CHANGE DETECTION
Yongjie Zheng, University of Trento, Italy; Sicong Liu, Tongji University, China; Lorenzo Bruzzone, University of Trento, Italy
FR2.R1.3: LIGHTWEIGHT CHANGE DETECTION OF HETEROGENEOUS REMOTE SENSING IMAGES BASED ON ONLINE ALL-INTEGER-PRUNING TRAINING
Chengyang Zhang, Xueqian Wang, Gang Li, Tsinghua University, China
FR2.R1.4: HETEROGENEOUS IMAGE CHANGE DETECTION WITH TRANSFER LEARNING-BASED MULTI-LAYER CONVOLUTIONAL ADVERSARIAL NETWORKS
Lu Wang, Hao Li, Min Ouyang, Chunhui Zhao, Harbin Engineering University, China; P. Takis Mathiopoulos, National and Kapodistrian University of Athens, Greece
FR2.R1.5: Cross-Orbital SAR Change Detection with a Physics-informed Machine Learning Approach
Tsenjung Tai, Kenta Senzaki, Masato Toda, NEC Corporation, Japan
FR2.R1.6: AGRICULTURAL EVENT DETECTION USING A TEMPORAL AND POLARIMETRIC COHERENCE METHOD : ADVANTAGES OF THE MULTI-MISSION ALGORITHM AND ANALYSIS PLATFORM
Nathan Paillou, Sandrine Daniel, Capgemini, France
FR2.R1.7: INTRODUCING SAR-BASED ANNUAL INDEX TO PROVIDE ROBUST FOREST LOSS ASSESSMENT IN TROPICAL REGION WITH SEMI-PERMANENT CLOUD COVER
Baptiste Delhez, Julien Radoux, François Toussaint, Thibauld Collet, Pierre Defourny, UCLouvain, Belgium
Resources
No resources available.