Title :
Statistics-based deblocking filter in H.264/AVC for real time implementation
Author :
Guo, Shaomin ; Zhang, Yixiong ; Tang, Biyu ; Lu, Min
Author_Institution :
Dept. of Commun. Eng., Xiamen Univ., Xiamen, China
Abstract :
Deblocking filter of H.264 is identified as an important technology for improving the subjective quality of video. However, it is difficult to apply to low-cost embedded terminals due to its high computational complexity. By analyzing the statistical correlations of boundary strength and true-edge detection checks among adjacent blocks and pixels, this paper proposes an enhanced method of deblocking filter that efficiently reduces the deblocking complexity. In the `statistics-based deblocking filter (SBDF)´ proposed in this paper, only one boundary strength (BS) derivation is required for each macroblock edge instead of original four BS derivations, and four true-edge detections for each macroblock edge instead of original 16 true-edge detections. Experimental results show that the proposed SBDF significantly reduce the computational complexity with a slight loss in video quality.
Keywords :
computational complexity; correlation methods; filtering theory; statistical analysis; boundary strength; computational complexity; low-cost embedded terminals; real time implementation; statistical correlations; statistics-based deblocking filter; true-edge detection; Automatic voltage control; Computational complexity; Correlation; Decoding; Filtering; Image edge detection; Pixel; H.264; deblocking; low-cost; statistical correlation;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5646676