PixelNet
PixelNet: Pixel-based Matching Cost Function for Light Field Disparity Estimation
By introducing disparity prior, we propose a novel pixel-based matching cost function (PMCF) for data cost construction, and implement a four-stage deep network-PixelNet for LF disparity estimation.
Two pixel-level processing modules, including BadPix Correction and Weight Modulation, are designed for PMCF formulation, making PixelNet occlusion-aware and can correct bad pixels.
full grid
python
Ubuntu16.04, 1080ti
