Title :
Gradient domain color restoration of clipped highlights
Author :
Rouf, Mushfiqur ; Lau, Cheryl ; Heidrich, Wolfgang
Abstract :
Sensor clipping destroys the hue of colored highlight regions by misrepresenting the relative magnitude of the color channels. This becomes particularly noticeable in regions with brightly colored light sources or specularities. We present a simple yet effective gradient-space color restoration algorithm for recovering the hue in such image regions. First, we estimate a smooth distribution of the hue of the affected region from information at its boundary. We combine this hue estimate with gradient information from channels unaffected by clipping to restore clipped color channels.
Keywords :
gradient methods; image colour analysis; image restoration; clipped color channel restoration; clipped highlights; color channel relative magnitude misrepresentation; colored highlight region hue; gradient domain color restoration; gradient-space color restoration algorithm; hue smooth distribution estimation; image regions; sensor clipping; Channel estimation; Dynamic range; Image color analysis; Image reconstruction; Image restoration; Interpolation; Light sources;
Conference_Titel :
Computer Vision and Pattern Recognition Workshops (CVPRW), 2012 IEEE Computer Society Conference on
Conference_Location :
Providence, RI
Print_ISBN :
978-1-4673-1611-8
Electronic_ISBN :
2160-7508
DOI :
10.1109/CVPRW.2012.6239193