Article ID Journal Published Year Pages File Type
528924 Image and Vision Computing 2011 12 Pages PDF
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.

Graphical abstractFigure optionsDownload full-size imageDownload high-quality image (96 K)Download as PowerPoint slideHighlights► Backlight image compensation technique. ► Contrast enhances in both dark and bright areas without degraded local contrast. ► Chroma correction is performed after. ► Evaluations demonstrate the image quality improvement.

Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
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