Depth Estimation Light Field
A collection of light field depth estimation algorithms

This is a repository hosts some depth estimation algorithms using light field. Feel free to add more!

Usage

git clone --recurse-submodules https://github.com/Vincentqyw/Depth-Estimation-Light-Field.git

LF_DC

Source code used in the following paper. Michael W. Tao, Sunil Hadap, Jitendra Malik, and Ravi Ramamoorthi. Depth from Combining Defocus and Correspondence Using Light-Field Cameras. In Proceedings of International Conference on Computer Vision (ICCV), 2013.

LF

Source code used in Accurate Depth Map Estimation from a Lenslet Light Field Camera, CVPR 2015

CAE

CAE refers to Constrained Angular Entropy Cost. This is the source code used in

1. Robust Light Field Depth Estimation for Noisy Scene with Occlusion, CVPR 2016
2. Robust Light Field Depth Estimation using Occlusion-Noise Aware Data Costs, PAMI 2017

Homepage: Robust Light Field Depth Estimation using Occlusion-Noise Aware Data Costs

SPO

SPO refers to Spinning Parallelogram Operator. PAPER TO CITE: Shuo Zhang, Hao Sheng, Chao Li, Jun Zhang and Zhang Xiong. Robust depth estimation for light field via spinning parallelogram operator, Computer Vision and Image Understanding, 2016, 145(C), 148-159