PatchMatch Based Joint View Selection and Depthmap Estimation

  title={PatchMatch Based Joint View Selection and Depthmap Estimation},
  author={Enliang Zheng and Enrique Dunn and Vladimir Jojic and Jan-Michael Frahm},
  journal={2014 IEEE Conference on Computer Vision and Pattern Recognition},
We propose a multi-view depthmap estimation approach aimed at adaptively ascertaining the pixel level data associations between a reference image and all the elements of a source image set. Namely, we address the question, what aggregation subset of the source image set should we use to estimate the depth of a particular pixel in the reference image? We pose the problem within a probabilistic framework that jointly models pixel-level view selection and depthmap estimation given the local… CONTINUE READING
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