Abstract: Homography estimation has widespread applications in visual computing and image analysis. Current state-of-the-art Transformer-based image matching methods require computing all possible key ...

Abstract: Recently, there has been a growing interest in the exploration of Nonlinear Matrix Decomposition (NMD) due to its close ties with neural networks. NMD aims to find a low-rank matrix from a ...