A new pyramid-based color image representation for visual localization

作者：Urdiales C^*; Dominguez M; de Trazegnies C; Sandoval F

来源：Image and Vision Computing, 2010, 28(1): 78-91.

DOI：10.1016/j.imavis.2009.04.014

• Localization
• Color histogram
• Principal components
• Hierarchical segmentation
• Spatial graph

This paper presents a new algorithm to extract a color graph from a real image so that it can be efficiently represented in a compact way. The proposal presents two main novelties. First, a new PCA-based color feature vector has been defined. This vector is resistant against illumination changes, noise and microtextures. Second, the image is segmented by means of a fast, hierarchical split and merge algorithm based on a pyramid structure that implicitly provides a color graph. In order to test the suitability of the proposed representation technique, simple localization experiments have been conducted in different real environments.

• 出版日期2010-1