Dual View Interactive Network And Viewpoint Error Validation Method For Off-Nadir Images Change Detection

• Published in: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium pp. 8777 - 8781
• Main Authors: Wei, Jinjiang, Sun, Kaimin, Li, Wenzhuo, Li, Wangbin, Gao, Song, Tan, Yingjiao, Miao, Shunxia, Cui, Wei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 07.07.2024
• Subjects: attention mechanism; Attention mechanisms; Buildings; Change detection; Computational efficiency; Correlation; deep learning; Feature extraction; remote sensing; Semantics; Sensors

Change Detection (CD) in remote sensing imagery is a valuable technique to identify urban expansion and anomalies on the Earth's surface. However, the viewpoint difference between bi-temporal images often leads to significant view-point errors, resulting in false detection. Off-nadir datasets a...