Search Results for author: Jiayu Yang

Found 5 papers, 3 papers with code

Non-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo

no code implementations8 May 2022 Jiayu Yang, Jose M. Alvarez, Miaomiao Liu

Boundary pixels usually follow a multi-modal distribution as they represent different depths; Therefore, the assumption results in an erroneous depth prediction at the coarser level of the cost volume pyramid and can not be corrected in the refinement levels leading to wrong depth predictions.

Depth Estimation

Self-supervised Learning of Depth Inference for Multi-view Stereo

1 code implementation CVPR 2021 Jiayu Yang, Jose M. Alvarez, Miaomiao Liu

Here, we propose a self-supervised learning framework for multi-view stereo that exploit pseudo labels from the input data.

Depth Estimation Image Reconstruction +1

Super-Resolving Compressed Video in Coding Chain

no code implementations26 Mar 2021 Dewang Hou, Yang Zhao, Yuyao Ye, Jiayu Yang, Jian Zhang, Ronggang Wang

Scaling and lossy coding are widely used in video transmission and storage.

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