Joint Histogram-Based Cost Aggregation for Stereo Matching

  title={Joint Histogram-Based Cost Aggregation for Stereo Matching},
  author={Dongbo Min and Jiangbo Lu and Minh N. Do},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
This paper presents a novel method for performing efficient cost aggregation in stereo matching. The cost aggregation problem is reformulated from the perspective of a histogram, giving us the potential to reduce the complexity of the cost aggregation in stereo matching significantly. Differently from previous methods which have tried to reduce the complexity in terms of the size of an image and a matching window, our approach focuses on reducing the computational redundancy that exists among… CONTINUE READING
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