Contrast context histogram - A discriminating local descriptor for image matching

Chun Rong Huang; Chu Song Chen; Pau Choo Chung

doi:10.1109/ICPR.2006.415

Contrast context histogram - A discriminating local descriptor for image matching

Chun Rong Huang, Chu Song Chen, Pau Choo Chung

Research output: Contribution to journal › Conference article › peer-review

30 Citations (Scopus)

Abstract

This paper presents a new invariant local descriptor, contrast context histogram, for image matching. It represents the contrast distributions of a local region, and serves as a local distinctive descriptor of this region. Object recognition can be considered as matching salient corners with similar contrast context histograms on two or more images in our work. Our experimental results show that the developed descriptor is accurate and efficient for matching.

Original language	English
Article number	1699781
Pages (from-to)	53-56
Number of pages	4
Journal	Proceedings - International Conference on Pattern Recognition
Volume	4
DOIs	https://doi.org/10.1109/ICPR.2006.415
Publication status	Published - 2006
Event	18th International Conference on Pattern Recognition, ICPR 2006 - Hong Kong, China Duration: 2006 Aug 20 → 2006 Aug 24

All Science Journal Classification (ASJC) codes

Computer Vision and Pattern Recognition

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10.1109/ICPR.2006.415

Cite this

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abstract = "This paper presents a new invariant local descriptor, contrast context histogram, for image matching. It represents the contrast distributions of a local region, and serves as a local distinctive descriptor of this region. Object recognition can be considered as matching salient corners with similar contrast context histograms on two or more images in our work. Our experimental results show that the developed descriptor is accurate and efficient for matching.",

author = "Huang, {Chun Rong} and Chen, {Chu Song} and Chung, {Pau Choo}",

year = "2006",

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AU - Chen, Chu Song

AU - Chung, Pau Choo

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AB - This paper presents a new invariant local descriptor, contrast context histogram, for image matching. It represents the contrast distributions of a local region, and serves as a local distinctive descriptor of this region. Object recognition can be considered as matching salient corners with similar contrast context histograms on two or more images in our work. Our experimental results show that the developed descriptor is accurate and efficient for matching.

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DO - 10.1109/ICPR.2006.415

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EP - 56

JO - Proceedings - International Conference on Pattern Recognition

JF - Proceedings - International Conference on Pattern Recognition

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T2 - 18th International Conference on Pattern Recognition, ICPR 2006

Y2 - 20 August 2006 through 24 August 2006

ER -

Contrast context histogram - A discriminating local descriptor for image matching

Abstract

All Science Journal Classification (ASJC) codes

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