Deep Eyes: Binocular Depth-from-Focus on Focal Stack Pairs

no code implementations • 29 Nov 2017 • Xinqing Guo, Zhang Chen, Siyuan Li, Yang Yang, Jingyi Yu

We then construct three individual networks: a Focus-Net to extract depth from a single focal stack, a EDoF-Net to obtain the extended depth of field (EDoF) image from the focal stack, and a Stereo-Net to conduct stereo matching.

Stereo Matching Stereo Matching Hand

A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching

no code implementations • 2 Aug 2017 • Zhang Chen, Xinqing Guo, Siyuan Li, Xuan Cao, Jingyi Yu

Depth from defocus (DfD) and stereo matching are two most studied passive depth sensing schemes.

3D Reconstruction Stereo Matching +1