How to Reduce Change Detection to Semantic Segmentation. (arXiv:2206.07557v1 [cs.CV])

Web: http://arxiv.org/abs/2206.07557

Change detection (CD) aims to identify changes that occur in an image pair
taken different times. Prior methods devise specific networks from scratch to
predict change masks in pixel-level, and struggle with general segmentation
problems. In this paper, we propose a new paradigm that reduces CD to semantic
segmentation which means tailoring an existing and powerful semantic
segmentation network to solve CD. This new paradigm conveniently enjoys the
mainstream semantic segmentation techniques to deal with general segmentation
problems in CD. …

arxiv change cv detection reduce segmentation semantic