Paper Details: Downloads: 391
Serial Number: P1150527103
Title: Colored Local Invariant Features for Object Description
Authors: Alaa E. Abdel-Hakim and Aly A. Farag
Abstract: This paper addresses the problem of combining color and geometric invariants for object description by proposing a novel colored invariant local feature descriptor. The proposed approach uses scale-space theory to detect the most geometrically robust features in a physical-based color invariant space. The stability and the distinction of the detected features are compared with the SIFT approach. The evaluation results support the potential of the proposed approach.
Keywords: Color invariance, Geometrical invariance, Scale-Space, Local features, Object description.
Journal/Conference: ICGST Conference on Graphics, Vision and Image Processing, GVIP-05
Volume:
Issue:
Submission Date: 7/1/2005 12:00:00 AM
Review Date: 9/1/2005 12:00:00 AM
Publishing Date: 12/19/2005 12:00:00 AM
Article Downloads: 391
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