Title :
Motion sensitive pre-processing for video
Author :
Florêncio, Dinei A.
Author_Institution :
Microsoft Res., Redmond, WA, USA
Abstract :
Due to the capture process, video signals are generally contaminated by noise. Furthermore, overall video quality can be improved by reducing sharpness in fast moving areas, except in cases where the eye is able to track the motion. We propose a relatively simple pre-processing method that is able to address both these situations. The proposed. pre-processing algorithm is based on selectively removing high frequencies that are not well predicted by the motion compensation. While the decision is made based on temporal tracking, the filtering is done exclusively in the spatial domain, thus avoiding the artifacts produced by other pre-processing methods
Keywords :
image enhancement; motion compensation; motion estimation; spatial filters; tracking; video signal processing; capture process; motion compensation; motion tracking; motion-sensitive pre-processing; noise; selective removal; sharpness reduction; spatial filtering; temporal tracking; video quality improvement; video signals; CMOS image sensors; Cameras; Encoding; Frequency; Information filtering; Information filters; Low pass filters; Motion compensation; Noise reduction; Signal processing;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958512