Similarity and dissimilarity relationships based graphs for multimodal change detection

• Published in: ISPRS journal of photogrammetry and remote sensing Vol. 208; pp. 70 - 88
• Main Authors: Sun, Yuli, Lei, Lin, Li, Zhang, Kuang, Gangyao
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.02.2024
• Subjects: data collection; Dissimilarity relationship; domain; Image regression; k-farthest neighbors; k-nearest neighbors; Multimodal change detection; photogrammetry; Dissimilarity relationship; k-farthest neighbors; Multimodal change detection; k-nearest neighbors; Image regression

Multimodal change detection (CD) is an increasingly interesting yet highly challenging subject in remote sensing. To facilitate the comparison of multimodal images, some image regression methods transform one image to the domain of the other image, allowing for images comparison in the same domain a...