no code implementations • 27 Oct 2023 • Yubin Wang, Huimin Yu, Yuming Yan, Shuyi Song, Biyang Liu, Yichong Lu
CSCL establishes continuous correspondences between a 2D image plane and a canonical 3D body surface via pixel-to-vertex classification, which naturally aligns a person image to the surface of a 3D human model and simultaneously obtains pixel-wise surface embeddings.
1 code implementation • CVPR 2022 • Biyang Liu, Huimin Yu, Guodong Qi
Although supervised deep stereo matching networks have made impressive achievements, the poor generalization ability caused by the domain gap prevents them from being applied to real-life scenarios.
no code implementations • 2 Dec 2021 • Biyang Liu, Huimin Yu, Yangqi Long
Although convolution neural network based stereo matching architectures have made impressive achievements, there are still some limitations: 1) Convolutional Feature (CF) tends to capture appearance information, which is inadequate for accurate matching.