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HW4 Stereo Matching

Task

  • Part 1: Depth from Disparity (in report)
  • Part 2: Disparity Estimation

Part 2: Disparity Estimation

  • Reference

    Mei et al., On Building an Accurate Stereo Matching System on Graphics Hardware. GPUCV 2011 [pdf]

  • Usage

    • Simply execute main.py to generate images.

          python3 main.py 
      
    • (Optional) Some arguments for bilateral filter.

          python3 main.py -s 1.0 -r 0.1
      
    • (Optional) Generate image throughout the process.

          python3 main.py -v
      

      Check the result in the generated file called result_final

    • Using eval_stereo.py to evaluate bad pixel ratio.