Title :
Video Restoration Against Yin-Yang Phasing
Author :
Xiaolin Wu;Zhenhao Li;Xiaowei Deng
Author_Institution :
McMaster Univ., Hamilton, ON, Canada
Abstract :
A common video degradation problem, which is largely untreated in literature, is what we call Yin-Yang Phasing (YYP). YYP is characterized by involuntary, dramatic flip-flop in the intensity and possibly chromaticity of an object as the video plays. Such temporal artifacts occur under ill illumination conditions and are triggered by object or/and camera motions, which mislead the settings of camera´s auto-exposure and white point. In this paper, we investigate the problem and propose a video restoration technique to suppress YYP artifacts and retain temporal consistency of objects appearance via inter-frame, spatially-adaptive, optimal tone mapping. The video quality can be further improved by a novel image enhancer designed in Weber´s perception principle and by exploiting the second-order statistics of the scene. Experimental results are encouraging, pointing to an effective, practical solution for a common but surprisingly understudied problem.
Keywords :
"Lighting","Cameras","Histograms","Image restoration","Degradation","Visualization","Spatial resolution"
Conference_Titel :
Computer Vision (ICCV), 2015 IEEE International Conference on
Electronic_ISBN :
2380-7504
DOI :
10.1109/ICCV.2015.70