Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/12217
Title: Using large color LBP in generalized hough transform
Authors: Huang, JJ
Siu, WC 
Keywords: Color features
Detection
Hough transform
Object recognition
Issue Date: 2014
Publisher: Institute of Electrical and Electronics Engineers Inc.
Source: 2014 IEEE International Conference on Image Processing, ICIP 2014, 2014, 7025317, p. 1584-1588 How to cite?
Abstract: A new color based generalized Hough transform algorithm which initially generates a similar color map between the prototype object and a test image and uses a novel Large Color Local Binary Pattern (LCLBP) descriptor on the similar color map for feature extraction and object detection is proposed. The novel LCLBP descriptor can efficiently capture the local structure of target object on the similar color map. According to the experiment results, the proposed algorithm can provide comparable accuracy with the state-of-the-art Hough algorithm, but ours is 27 times faster.
URI: http://hdl.handle.net/10397/12217
ISBN: 9.78E+12
DOI: 10.1109/ICIP.2014.7025317
Appears in Collections:Conference Paper

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