Abstract
Automatic exposure controls in commercially available cameras often encounter difficulties in capturing scenes with backlight luminance which dominates the entire image. An Adaptive Height-Modified Histogram Equalization (AHMHE) algorithm is proposed as a compensation technique for backlight images. It simultaneously enhances contrast in both the dark and the bright areas without creating regions of degraded local contrast. Moreover AHMHE is an adaptive algorithm: thus it requires minimal user input, and its reduced computational requirement makes it suitable for real-time application. In addition to AHMHE, a chroma correction technique was applied to chroma components in the YCbCr color space to produce more vivid color images. A series of subjective and index evaluations were conducted to measure the resultant image quality improvements by the AHMHE and the chroma correction algorithms.
Original language | English |
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Pages (from-to) | 557-568 |
Number of pages | 12 |
Journal | Image and Vision Computing |
Volume | 29 |
Issue number | 8 |
DOIs | |
Publication status | Published - 2011 Jul |
Bibliographical note
Funding Information:This research was supported in part by Samsung Techwin R&D Joint Lab fund and partially by a Korea University grant.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
Keywords
- Backlight compensation
- Contrast enhancement
- Histogram equalization
- Image enhancement
- Saturation
ASJC Scopus subject areas
- Signal Processing
- Computer Vision and Pattern Recognition