High-resolution triplet network with dynamic multiscale feature for change detection on satellite images

• Published in: ISPRS journal of photogrammetry and remote sensing Vol. 177; pp. 103 - 115
• Main Authors: Hou, Xuan, Bai, Yunpeng, Li, Ying, Shang, Changjing, Shen, Qiang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.07.2021
• Subjects: Change detection; data collection; Dynamic convolution; High-resolution images; photogrammetry; Remote sensing; satellites; Triplet network; Dynamic convolution; Triplet network; Change detection; Remote sensing; High-resolution images

Change detection in remote sensing images aims to accurately determine any significant land surface changes based on acquired multi-temporal image data, being a pivotal task of remote sensing image processing. Over the past few years, owing to its powerful learning and expression ability, deep learn...