SSIM-inspired divisive normalization for perceptual video coding

Shiqi Wang; Abdul Rehman; Zhou Wang; Siwei Ma; Wen Gao

doi:10.1109/ICIP.2011.6115771

SSIM-inspired divisive normalization for perceptual video coding

Shiqi Wang
, Abdul Rehman
, Zhou Wang
, Siwei Ma
, Wen Gao

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

18 Citations (Scopus)

Abstract

We propose a perceptual video coding framework based on an SSIM-inspired divisive normalization scheme as an attempt to transform the DCT domain frame prediction residuals to a perceptually uniform space before coding. Based on the residual divisive normalization process, we define a distortion model for mode selection and show that such a divisive normalization strategy largely simplifies the subsequent perceptual rate-distortion optimization procedure. Experiments demonstrate that the proposed scheme can achieve significant gain in terms of rate-SSIM performance in comparison with H.264/AVC.

Original language	English
Title of host publication	IEEE ICIP2011: 2011 18th IEEE International Conference on Image Processing
Publisher	IEEE
Pages	1657-1660
ISBN (Electronic)	9781457713033, 9781457713026
ISBN (Print)	9781457713033
DOIs	https://doi.org/10.1109/ICIP.2011.6115771
Publication status	Published - Sept 2011
Externally published	Yes
Event	2011 18th IEEE International Conference on Image Processing, ICIP 2011 - Square Brussels Meeting Center, Brussels, Belgium Duration: 11 Sept 2011 → 14 Sept 2011 http://www.icip2011.org/ https://www.ieee.org/conferences_events/conferences/conferencedetails/index.html%3FConf_ID=17223

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880
ISSN (Electronic)	2381-8549

Conference

Conference	2011 18th IEEE International Conference on Image Processing, ICIP 2011
Abbreviated title	ICIP 2011
Place	Belgium
City	Brussels
Period	11/09/11 → 14/09/11
Internet address	http://www.icip2011.org/ https://www.ieee.org/conferences_events/conferences/conferencedetails/index.html%3FConf_ID=17223

Research Keywords

H.264/AVC coding
rate distortion optimization
residual divisive normalization
SSIM index

Access Output

10.1109/ICIP.2011.6115771

Other Access Options

Check CityUHK Library

Permanent Link

Right click to copy link

Cite this

@inproceedings{c5751b806dce465e8fcecee32426afd4,

title = "SSIM-inspired divisive normalization for perceptual video coding",

abstract = "We propose a perceptual video coding framework based on an SSIM-inspired divisive normalization scheme as an attempt to transform the DCT domain frame prediction residuals to a perceptually uniform space before coding. Based on the residual divisive normalization process, we define a distortion model for mode selection and show that such a divisive normalization strategy largely simplifies the subsequent perceptual rate-distortion optimization procedure. Experiments demonstrate that the proposed scheme can achieve significant gain in terms of rate-SSIM performance in comparison with H.264/AVC.",

keywords = "H.264/AVC coding, rate distortion optimization, residual divisive normalization, SSIM index",

author = "Shiqi Wang and Abdul Rehman and Zhou Wang and Siwei Ma and Wen Gao",

year = "2011",

month = sep,

doi = "10.1109/ICIP.2011.6115771",

language = "English",

isbn = "9781457713033",

series = "Proceedings - International Conference on Image Processing, ICIP",

publisher = "IEEE",

pages = "1657--1660",

booktitle = "IEEE ICIP2011: 2011 18th IEEE International Conference on Image Processing",

address = "United States",

note = "2011 18th IEEE International Conference on Image Processing, ICIP 2011, ICIP 2011 ; Conference date: 11-09-2011 Through 14-09-2011",

url = "http://www.icip2011.org/, https://www.ieee.org/conferences\_events/conferences/conferencedetails/index.html\%3FConf\_ID=17223",

}

Wang, S, Rehman, A, Wang, Z, Ma, S & Gao, W 2011, SSIM-inspired divisive normalization for perceptual video coding. in IEEE ICIP2011: 2011 18th IEEE International Conference on Image Processing., 6115771, Proceedings - International Conference on Image Processing, ICIP, IEEE, pp. 1657-1660, 2011 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, 11/09/11. https://doi.org/10.1109/ICIP.2011.6115771

SSIM-inspired divisive normalization for perceptual video coding. / Wang, Shiqi; Rehman, Abdul; Wang, Zhou et al.
IEEE ICIP2011: 2011 18th IEEE International Conference on Image Processing. IEEE, 2011. p. 1657-1660 6115771 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - SSIM-inspired divisive normalization for perceptual video coding

AU - Wang, Shiqi

AU - Rehman, Abdul

AU - Wang, Zhou

AU - Ma, Siwei

AU - Gao, Wen

PY - 2011/9

Y1 - 2011/9

N2 - We propose a perceptual video coding framework based on an SSIM-inspired divisive normalization scheme as an attempt to transform the DCT domain frame prediction residuals to a perceptually uniform space before coding. Based on the residual divisive normalization process, we define a distortion model for mode selection and show that such a divisive normalization strategy largely simplifies the subsequent perceptual rate-distortion optimization procedure. Experiments demonstrate that the proposed scheme can achieve significant gain in terms of rate-SSIM performance in comparison with H.264/AVC.

AB - We propose a perceptual video coding framework based on an SSIM-inspired divisive normalization scheme as an attempt to transform the DCT domain frame prediction residuals to a perceptually uniform space before coding. Based on the residual divisive normalization process, we define a distortion model for mode selection and show that such a divisive normalization strategy largely simplifies the subsequent perceptual rate-distortion optimization procedure. Experiments demonstrate that the proposed scheme can achieve significant gain in terms of rate-SSIM performance in comparison with H.264/AVC.

KW - H.264/AVC coding

KW - rate distortion optimization

KW - residual divisive normalization

KW - SSIM index

UR - https://www.scopus.com/pages/publications/84863063931

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84863063931&origin=recordpage

U2 - 10.1109/ICIP.2011.6115771

DO - 10.1109/ICIP.2011.6115771

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781457713033

T3 - Proceedings - International Conference on Image Processing, ICIP

SP - 1657

EP - 1660

BT - IEEE ICIP2011: 2011 18th IEEE International Conference on Image Processing

PB - IEEE

T2 - 2011 18th IEEE International Conference on Image Processing, ICIP 2011

Y2 - 11 September 2011 through 14 September 2011

ER -

SSIM-inspired divisive normalization for perceptual video coding

Abstract

Publication series

Conference

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Cite this