An Efficient Wide-Baseline Dense Matching Descriptor

作者:Wan Yanli; Miao Zhenjiang; Tang Zhen; Wan Lili; Wang Zhe
来源:IEICE Transactions on Information and Systems, 2012, E95D(7): 2021-2024.
DOI:10.1587/transinf.E95.D.2021

摘要

This letter proposes an efficient local descriptor for wide-baseline dense matching. It improves the existing Daisy descriptor by combining intensity-based Haar wavelet response with a new color-based ratio model. The color ratio model is invariant to changes of viewing direction, object geometry, and the direction, intensity and spectral power distribution of the illumination. The experiments show that our descriptor has high discriminative power and robustness.