DocumentCode :
3542905
Title :
Adaptive edge-preserving smoothing and detail enhancement for video preprocessing of H.263
Author :
Kim, Ji-Hye ; Lee, Ji Won ; Park, Rae-Hong ; Park, Min-Ho
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
fYear :
2010
fDate :
9-13 Jan. 2010
Firstpage :
337
Lastpage :
338
Abstract :
This paper proposes an adaptive edge-preserving smoothing and detail enhancement for video preprocessing of H.263. The proposed method consists of two steps: edge preserving smoothing using a motion-adaptive bilateral filter and detail enhancement using an adaptive high-boost filter. In the first step, the motion-adaptive bilateral filter preserves edges in region of interest (ROI) and smoothes noise in non-ROI, so that it can make video coder be more efficient under the restricted bitrate. Classification of ROI/non-ROI is done by simple thresholding of the absolute difference image between two adjacent frames. In the second step, an adaptive high-boost filter is used to enhance spatial edges of the decoded image. The bilateral filter and high-boost filter require user parameters according to the amount of motion and edgeness, respectively, and perform proper filtering with adaptive parameters. Experimental results show the effectiveness of the proposed method in terms of the visual quality and the peak signal-to-noise ratio.
Keywords :
edge detection; filtering theory; image motion analysis; video coding; H.263; adaptive edge-preserving smoothing; adaptive high-boost filter; detail enhancement; motion-adaptive bilateral filter; peak signal-to-noise ratio; region of interest; video preprocessing; visual quality; Adaptive filters; Bit rate; Convergence; Decoding; Filtering; MPEG 4 Standard; Nonlinear filters; PSNR; Smoothing methods; Streaming media;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics (ICCE), 2010 Digest of Technical Papers International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-4314-7
Electronic_ISBN :
978-1-4244-4316-1
Type :
conf
DOI :
10.1109/ICCE.2010.5418723
Filename :
5418723
Link To Document :
بازگشت