PatchMatch algorithms for motion estimation and stereo reconstruction
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
cmake
data
doc
inc
src
test
travis
.travis.yml
CMakeLists.txt
COPYING
readme.md

readme.md

Build Status

  • Travis CI VM: Build Status

Introduction

This repository contains the source code for my thesis, which implements and extends CPM for motion estimation and PatchMatch Stereo for stereo matching.

You can obtain a copy of the thesis at the address: https://elib.uni-stuttgart.de/handle/11682/9592

The estimation results for the standard benchmarks are available at: KITTI-2012, KITTI-2015, MPI Sintel and Middlebury.

Usage

It has been tested on macOS and Ubuntu.

To compile the code, you need to install OpenCV and its contribution module opencv_contrib. In addition, your compiler has to support C++11.

  1. Download the repository.

  2. Build the code

cd ppm
mkdir build
cd build
cmake ..
make -j4
  1. It will generate three demo executables
  • ppm_cmd for CPM without post processing (motion estimation)
  • ppm_cmd_with_epic for CPM with post processing (motion estimation)
  • ppm_st_cmd for stereo matching.

Refer to ppm_commandline.cpp, ppm_commandline_with_epic_flow.cpp and ppm_st_cmd.cpp for how to use it.

Analytics