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Adaptive colour constancy algorithm using discrete wavelet transform
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Çelik, Turgay and Tjahjadi, Tardi (2012) Adaptive colour constancy algorithm using discrete wavelet transform. Computer Vision and Image Understanding, Vol.116 (No.4). pp. 561-571. doi:10.1016/j.cviu.2011.12.004
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WRAP_Tjahjadi_8471118-es-260112-celiktjahjadicviu2012.pdf - Accepted Version Download (1139Kb) |
Official URL: http://dx.doi.org/10.1016/j.cviu.2011.12.004
Abstract
The colours of chromatically homogeneous object surfaces measured by a sensor vary with the illuminant colour used to illuminate the objects. In contrast, colour constancy enables humans to identify the true colours of the surfaces under varying illumination. This paper proposes an adaptive colour constancy algorithm which estimates the illuminant colour from wavelet coefficients at each scale of the decomposition by discrete wavelet transform of the input image. The angular error between the estimated illuminant colours in consecutive scales are used to determine the optimum scale for the best estimate of the true illuminant colour. The estimated illuminant colour is then used to modify the approximation subbands of the image so as to generate the illuminant-colour corrected image via inverse discrete wavelet transform. The experiments show that the colour constancy results generated by the proposed algorithm are comparable or better than those of the state-of-the-art colour constancy algorithms that use low-level image features.
| Item Type: | Journal Article | ||||
|---|---|---|---|---|---|
| Subjects: | Q Science > QC Physics T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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| Divisions: | Faculty of Science > Engineering | ||||
| Library of Congress Subject Headings (LCSH): | Image processing -- Digital techniques, Wavelets (Mathematics) | ||||
| Journal or Publication Title: | Computer Vision and Image Understanding | ||||
| Publisher: | Academic Press | ||||
| ISSN: | 1077-3142 | ||||
| Official Date: | April 2012 | ||||
| Dates: |
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| Volume: | Vol.116 | ||||
| Number: | No.4 | ||||
| Number of Pages: | 11 | ||||
| Page Range: | pp. 561-571 | ||||
| DOI: | 10.1016/j.cviu.2011.12.004 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access |
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