Signal and Information Processing

Perceptually Adaptive Loop Filter Aimed at 3D-HEVC

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  • School of Communication and Information Engineering, Shanghai University, Shanghai 200444, China

Received date: 2015-11-23

  Revised date: 2016-01-04

  Online published: 2016-03-30

Abstract

This work proposes a perceptually fast adaptive loop filter algorithm to reduce coding complexity. The largest coding units (LCUs) are classified into different regions according to the just noticeable distortion (JND) profile and using a Canny operator. Based on the ALF performance assessment and an analysis of different regions, all ALF processes for LCUs in sensitive smooth regions and non-sensitive smooth regions are skipped. Experimental results show that the proposed method can significantly reduce ALF encoding complexity while maintaining video quality. The proposed algorithm can achieve better subjective video quality with similar coding complexity compared with the existing efficient ALF algorithm.

Cite this article

WANG Yong-fang, WANG Yu-bing, SHI Ya-wen, LUO Li-dong, ZHANG Zhao-yang . Perceptually Adaptive Loop Filter Aimed at 3D-HEVC[J]. Journal of Applied Sciences, 2016 , 34(2) : 135 -144 . DOI: 10.3969/j.issn.0255-8297.2016.02.003

References

[1] Sullivan G J, Ohm J R, Han W J. Overview of the high efficiency video coding (HEVC) standard[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2012, 22(12):1649-1668.

[2] Doc. JCT3V-C1001. 3D-AVC draft text 5[S]. Geneva, Jan.2013.

[3] Joint Collaborative Team on 3D Video (JCT-3V).[Online]. Available:https://hevc.hhi.fraunhofer.de/svn/svn_3DVCSoftware/tags/HTM-9.2/.

[4] Tsai C Y, Chen C Y, Yamakage T. Adaptive loop filtering for video coding[J]. IEEE Journal of Selected Topics in Signal Processing, 2013, 7(6):934-945.

[5] Doc.JCTVC-F028. CE8:summary report of non-deblocking loop filtering[S]. Torino, Mar. 2011.

[6] Doc.JCTVC-G1023. CE8 Subset 0:improved ALF N pass encoding[S]. Geneva, Nov. 2011.

[7] Doc.JCTVC-F301. CE8 Subset 1:block-based filter adaptation with features on subtest of pixels[S]. Torino, Jul. 2011.

[8] Doc.JCTVC-F303. CE8 subset 4:ALF using vertical-size 5 filters with up to 9 coefficients[S]. Torino, Jul. 2011.

[9] Budagavi M, Size V, Zhou M. HEVC ALF decode complexity analysis and reduction[C]//IEEE International Conference on Image Processing (ICIP), Brussels, 2011:733-736.

[10] Miyazawa K, Murakami T, Minezawa A. Complexity reduction of in-loop filtering for compressed image restoration in HEVC[C]//Picture Coding Symposium (PCS), Krakow, 2012:413-416.

[11] Zhang Y F, Tang Y Z, Li B. Spatial correlation and texture-based fast adaptive loop filter for HEVC[C]//International Conference on Wireless Communications & Signal Processing (WCSP), Huangshan, 2012:25-27.

[12] Park S, Choi K, Noh G. Frame-based adaptive selection of ALF for fast HEVC decoding[C]//IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2012:1-4.

[13] 蒋刚毅,朱亚培,郁梅. 基于感知的视频编码方法综述[J]. 电子与信息学报,2013, 35(2):474-483. Jiang G Y, Zhu Y P, Yu M. Perceptual video coding:a survey[J]. Journal of Electronics & Information Technology, 2013, 35(2):474-483.(in Chinese)

[14] Yang X, Lin W, Lu Z. Motion-compensated residue preprocessing in video coding based on just-noticeable-distortion profile[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2005, 15(6):742-752.

[15] Doc. ITU-T-SG16-C181. Quadtree-based adaptive loop filter[S]. Geneva, Jan. 2009.

[16] Doc.JCTVC-H1003. High efficiency video coding (HEVC) text specification draft 6[S]. San Jose, Feb. 2012.

[17] 罗丽冬,王永芳,商习武,杨萍,张兆扬. 一种基于多视点视频的低复杂度自适应环路滤波算法[J]. 光电子·激光,2014, 25(2):336-342. Luo L D, Wang Y F, Shang X W, Yang P, Zhang Z Y. A low complexity adaptive loop filter algorithm for multi-view video coding[J]. Journal of Optoelectronics Laser, 2014, 25(2):336-342. (in Chinese)

[18] Doc.VCEG-M33. Calculation of average PSNR differences between RD-curves[S]. Porto Seguro, Apr. 2001.

[19] Conceicao R, Rediess F, Zatt B, Porto M, Agostini L. Configurable hardware design for the HEVC-based adaptive loop filter[C]//2014 IEEE 5th Latin American Symposium on Circuits and Systems (LASCAS), 2014:1-4.

[20] Han Q L, Cham W K. Temporal layer adaptive loop filter for HEVC[C]//2014 IEEE International Conference on Image Processing (ICIP), 2014:3758-3762.
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