Title :
An Efficient Video Enhancement Method Using LA*B* Analysis
Author :
Mittal, Gaurav ; Locharam, Sushrutha ; Sasi, Sreela ; Shaffer, Glenn R. ; Kumar, Ajith K.
Author_Institution :
Gannon University, USA
Abstract :
In this paper, an efficient technique is proposed for real-time enhancement of video containing inconsistent and complex conditions like nonuniform and insufficient lighting. Beyond providing digital tools for video enhancement, this method provides a better approach to enhance a video in low lighting conditions without any loss of color information. This approach is based on histogram manipulations on La*b* color model of the video frame. This algorithm provides an effective way for video enhancement with simple computational procedures, which makes real-time enhancement for homeland security application successfully realized. Simulation is done on videos taken under bad lighting conditions and results are presented.
Keywords :
Application software; Brightness; Colored noise; Histograms; Image analysis; Image color analysis; Image converters; Pixel; Transportation; Videoconference; Color Space; Histogram Equalization; Video Enhancement; Video Processing;
Conference_Titel :
Video and Signal Based Surveillance, 2006. AVSS '06. IEEE International Conference on
Conference_Location :
Sydney, Australia
Print_ISBN :
0-7695-2688-8
DOI :
10.1109/AVSS.2006.20