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[HTML][HTML] Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges
Change detection (CD) aims to compare and analyze images of identical geographic areas
but different dates, whereby revealing spatio-temporal change patterns of Earth's surface …
but different dates, whereby revealing spatio-temporal change patterns of Earth's surface …
Changeminds: Multi-task framework for detecting and describing changes in remote sensing
Recent advancements in Remote Sensing (RS) for Change Detection (CD) and Change
Captioning (CC) have seen substantial success by adopting deep learning techniques …
Captioning (CC) have seen substantial success by adopting deep learning techniques …
Cross-Temporal Knowledge Injection with Color Distribution Normalization for Remote Sensing Change Detection
W Zheng, J Yang, J Chen, J He, P Li… - IEEE Journal of …, 2025 - ieeexplore.ieee.org
Remote sensing change detection plays a critical role in monitoring and identifying
alterations on the Earth's surface by comparing images captured at various time intervals …
alterations on the Earth's surface by comparing images captured at various time intervals …
Change Captioning in Remote Sensing: Evolution to SAT-Cap--A Single-Stage Transformer Approach
Change captioning has become essential for accurately describing changes in multi-
temporal remote sensing data, providing an intuitive way to monitor Earth's dynamics …
temporal remote sensing data, providing an intuitive way to monitor Earth's dynamics …