DSC-MVSNet: attention aware cost volume regularization based on depthwise separable convolution for multi-view stereo

Abstract Deep learning has recently been proven to deliver excellent performance in multi-view stereo (MVS). However, it is difficult for deep learning-based MVS approaches to balance their efficiency and effectiveness. Towards this end, we propose the DSC-MVSNet, a novel coarse-to-fine and end-to-e...

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發表在:	Complex & Intelligent Systems
Main Authors:	Song Zhang, Zhiwei Wei, Wenjia Xu, Lili Zhang, Yang Wang, Xin Zhou, Junyi Liu
格式:	Article
語言:	英语
出版:	Springer 2023-06-01
主題:	Multi-view stereo Depth estimation DSC-MVSNet
在線閱讀:	https://doi.org/10.1007/s40747-023-01106-3