Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision

Tiesong ZHAO; Yun ZHANG; Sam KWONG; Hanli WANG; Qian CHEN

doi:10.1007/978-3-642-34778-8_45

Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision

Tiesong ZHAO, Yun ZHANG, Sam KWONG, Hanli WANG, Qian CHEN

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

Abstract

To minimize Rate-Distortion (RD) cost in video coding, RD Optimization (RDO) technique is adopted, which also brings increasingly computational complexity in Motion Estimation (ME), multiple reference selection and mode decision. In this paper, a Gaussian model based adaptive RD cost prediction method is developed to jointly speed up multiple reference selection and inter-mode decision. Besides the ability of achieving good coding efficiency with much reduced computational power, our method is also with two major advantages. First, it can achieve robust performance, including computational complexity reduction and almost intact video quality, with a wide range of video sequences resolutions and even for various scene changes; second, it could be either individually used or combined with the other efficient mode decision algorithms, and in both cases, our method could achieve remarkable performance, which is revealed by exhaustive experimental results. © 2012 Springer-Verlag.

Original language	English
Title of host publication	Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings
Editors	Weisi LIN, Dong XU, Anthony HO, Jianxin WU, Ying HE, Jianfei CAI, Mohan KANKANHALLI, Ming-Ting SUN
Publisher	Springer Berlin Heidelberg
Pages	484-491
Number of pages	8
ISBN (Electronic)	9783642347788
ISBN (Print)	9783642347771
DOIs	https://doi.org/10.1007/978-3-642-34778-8_45
Publication status	Published - 2012
Externally published	Yes
Event	13th Pacific-Rim Conference on Multimedia - , Singapore Duration: 4 Dec 2012 → 6 Dec 2012

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7674
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	13th Pacific-Rim Conference on Multimedia
Abbreviated title	PCM 2012
Country/Territory	Singapore
Period	4/12/12 → 6/12/12

Funding

This work was supported in part by the Hong Kong Research Grants Council General Research Fund, under Project 9041495 (CityU 115109) and City University of Hong Kong Grant 9610025, the National Natural Science Foundation of China under Grant 61070147/61102088, Basic Research Program of Shenzhen (JC2010052703), and the Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning, the Program for New Century Excellent Talents in University of China under Grant NCET-10-0634, the Shanghai Pujiang Program under Grant 11PJ1409400, the National Natural Science Foundation of China under Grant 61102059, the Fundamental Research Funds for the Central Universities under Grant 0800219158.

Keywords

early termination
Rate-Distortion estimation
video coding

Access to Document

10.1007/978-3-642-34778-8_45

Cite this

ZHAO, T., ZHANG, Y., KWONG, S., WANG, H., & CHEN, Q. (2012). Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision. In W. LIN, D. XU, A. HO, J. WU, Y. HE, J. CAI, M. KANKANHALLI, & M.-T. SUN (Eds.), Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings (pp. 484-491). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7674). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-34778-8_45

ZHAO, Tiesong ; ZHANG, Yun ; KWONG, Sam et al. / Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision. Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings. editor / Weisi LIN ; Dong XU ; Anthony HO ; Jianxin WU ; Ying HE ; Jianfei CAI ; Mohan KANKANHALLI ; Ming-Ting SUN. Springer Berlin Heidelberg, 2012. pp. 484-491 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision",

abstract = "To minimize Rate-Distortion (RD) cost in video coding, RD Optimization (RDO) technique is adopted, which also brings increasingly computational complexity in Motion Estimation (ME), multiple reference selection and mode decision. In this paper, a Gaussian model based adaptive RD cost prediction method is developed to jointly speed up multiple reference selection and inter-mode decision. Besides the ability of achieving good coding efficiency with much reduced computational power, our method is also with two major advantages. First, it can achieve robust performance, including computational complexity reduction and almost intact video quality, with a wide range of video sequences resolutions and even for various scene changes; second, it could be either individually used or combined with the other efficient mode decision algorithms, and in both cases, our method could achieve remarkable performance, which is revealed by exhaustive experimental results. {\textcopyright} 2012 Springer-Verlag.",

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author = "Tiesong ZHAO and Yun ZHANG and Sam KWONG and Hanli WANG and Qian CHEN",

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doi = "10.1007/978-3-642-34778-8_45",

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booktitle = "Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings",

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ZHAO, T, ZHANG, Y, KWONG, S, WANG, H & CHEN, Q 2012, Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision. in W LIN, D XU, A HO, J WU, Y HE, J CAI, M KANKANHALLI & M-T SUN (eds), Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7674, Springer Berlin Heidelberg, pp. 484-491, 13th Pacific-Rim Conference on Multimedia, Singapore, 4/12/12. https://doi.org/10.1007/978-3-642-34778-8_45

Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision. / ZHAO, Tiesong; ZHANG, Yun; KWONG, Sam et al.
Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings. ed. / Weisi LIN; Dong XU; Anthony HO; Jianxin WU; Ying HE; Jianfei CAI; Mohan KANKANHALLI; Ming-Ting SUN. Springer Berlin Heidelberg, 2012. p. 484-491 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7674).

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

TY - GEN

T1 - Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision

AU - ZHAO, Tiesong

AU - ZHANG, Yun

AU - KWONG, Sam

AU - WANG, Hanli

AU - CHEN, Qian

PY - 2012

Y1 - 2012

N2 - To minimize Rate-Distortion (RD) cost in video coding, RD Optimization (RDO) technique is adopted, which also brings increasingly computational complexity in Motion Estimation (ME), multiple reference selection and mode decision. In this paper, a Gaussian model based adaptive RD cost prediction method is developed to jointly speed up multiple reference selection and inter-mode decision. Besides the ability of achieving good coding efficiency with much reduced computational power, our method is also with two major advantages. First, it can achieve robust performance, including computational complexity reduction and almost intact video quality, with a wide range of video sequences resolutions and even for various scene changes; second, it could be either individually used or combined with the other efficient mode decision algorithms, and in both cases, our method could achieve remarkable performance, which is revealed by exhaustive experimental results. © 2012 Springer-Verlag.

AB - To minimize Rate-Distortion (RD) cost in video coding, RD Optimization (RDO) technique is adopted, which also brings increasingly computational complexity in Motion Estimation (ME), multiple reference selection and mode decision. In this paper, a Gaussian model based adaptive RD cost prediction method is developed to jointly speed up multiple reference selection and inter-mode decision. Besides the ability of achieving good coding efficiency with much reduced computational power, our method is also with two major advantages. First, it can achieve robust performance, including computational complexity reduction and almost intact video quality, with a wide range of video sequences resolutions and even for various scene changes; second, it could be either individually used or combined with the other efficient mode decision algorithms, and in both cases, our method could achieve remarkable performance, which is revealed by exhaustive experimental results. © 2012 Springer-Verlag.

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KW - Rate-Distortion estimation

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DO - 10.1007/978-3-642-34778-8_45

M3 - Conference paper (refereed)

SN - 9783642347771

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 484

EP - 491

BT - Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings

A2 - LIN, Weisi

A2 - XU, Dong

A2 - HO, Anthony

A2 - WU, Jianxin

A2 - HE, Ying

A2 - CAI, Jianfei

A2 - KANKANHALLI, Mohan

A2 - SUN, Ming-Ting

PB - Springer Berlin Heidelberg

T2 - 13th Pacific-Rim Conference on Multimedia

Y2 - 4 December 2012 through 6 December 2012

ER -

ZHAO T, ZHANG Y, KWONG S, WANG H, CHEN Q. Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision. In LIN W, XU D, HO A, WU J, HE Y, CAI J, KANKANHALLI M, SUN MT, editors, Advances in Multimedia Information Processing, PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012, Proceedings. Springer Berlin Heidelberg. 2012. p. 484-491. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-34778-8_45

Adaptive rate-distortion prediction for multiple reference selection and inter-mode decision

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