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
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