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Stereo Matching

This repository is an example for stereo matching I've been learning recently. Support both cpu and gpu working.

Pre-requisites

CUDA

OpenCV

MeshLab

Datasets

The code is tested on Kitti dataset.

Result

Below shows the disparity and coresponding pointcloud mapping visualized using MeshLab.

disparity_0.jpg mapping_0.jpg

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Simple stereo matching (BM/SGBM) example

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  • C++ 53.6%
  • Cuda 31.6%
  • C 13.8%
  • Other 1.0%