Adaptive support-weight approach for correspondence search

IEEE Trans Pattern Anal Mach Intell. 2006 Apr;28(4):650-6. doi: 10.1109/TPAMI.2006.70.

Abstract

We present a new window-based method for correspondence search using varying support-weights. We adjust the support-weights of the pixels in a given support window based on color similarity and geometric proximity to reduce the image ambiguity. Our method outperforms other local methods on standard stereo benchmarks.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Artificial Intelligence
  • Biomimetics / methods
  • Colorimetry / methods*
  • Feedback
  • Humans
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Imaging, Three-Dimensional / methods*
  • Pattern Recognition, Automated / methods*
  • Photogrammetry / methods*
  • Signal Processing, Computer-Assisted