Two-dimensional rate model for video coding

Shuai Wan; Junhui Hou; Fuzheng Yang

doi:10.1007/978-3-642-19712-3_19

Two-dimensional rate model for video coding

Shuai Wan, Junhui Hou, Fuzheng Yang

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

1 Citation (Scopus)

Abstract

This paper investigates the joint impact of variations of the frame rate and quantization on the coding bit-rate. Through theoretically linking the frame rate and the quantization step to the mean absolute difference (MAD), the MAD is modeled by a 2-D function, based on which a 2-D rate model is proposed. Extensive experimental results have demonstrated the effectiveness of the proposed 2-D rate model. Together with a 2-D distortion model, the proposed rate model can serve as the basis for advanced rate control in video coding and rate-constrained scalable video coding as well as bitstream adaptation. © 2011 Springer-Verlag Berlin Heidelberg.

Original language	English
Title of host publication	Advanced Electrical and Electronics Engineering
Pages	155-162
Volume	87 LNEE
DOIs	https://doi.org/10.1007/978-3-642-19712-3_19
Publication status	Published - 2011
Externally published	Yes
Event	2010 International Conference on Electrical and Electronics Engineering, ICEEE 2010 - Wuhan, China Duration: 4 Dec 2010 → 5 Dec 2010

Publication series

Name	Lecture Notes in Electrical Engineering
Volume	87 LNEE
ISSN (Print)	1876-1100
ISSN (Electronic)	1876-1119

Conference

Conference	2010 International Conference on Electrical and Electronics Engineering, ICEEE 2010
Place	China
City	Wuhan
Period	4/12/10 → 5/12/10

Research Keywords

2-D rate model
frame rate
mean absolute difference (MAD)
quantization step
rate control

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10.1007/978-3-642-19712-3_19

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title = "Two-dimensional rate model for video coding",

abstract = "This paper investigates the joint impact of variations of the frame rate and quantization on the coding bit-rate. Through theoretically linking the frame rate and the quantization step to the mean absolute difference (MAD), the MAD is modeled by a 2-D function, based on which a 2-D rate model is proposed. Extensive experimental results have demonstrated the effectiveness of the proposed 2-D rate model. Together with a 2-D distortion model, the proposed rate model can serve as the basis for advanced rate control in video coding and rate-constrained scalable video coding as well as bitstream adaptation. {\textcopyright} 2011 Springer-Verlag Berlin Heidelberg.",

keywords = "2-D rate model, frame rate, mean absolute difference (MAD), quantization step, rate control",

author = "Shuai Wan and Junhui Hou and Fuzheng Yang",

year = "2011",

doi = "10.1007/978-3-642-19712-3_19",

language = "English",

isbn = "9783642197116",

volume = "87 LNEE",

series = "Lecture Notes in Electrical Engineering",

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Two-dimensional rate model for video coding. / Wan, Shuai; Hou, Junhui; Yang, Fuzheng.
Advanced Electrical and Electronics Engineering. Vol. 87 LNEE 2011. p. 155-162 (Lecture Notes in Electrical Engineering; Vol. 87 LNEE).

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

TY - GEN

T1 - Two-dimensional rate model for video coding

AU - Wan, Shuai

AU - Hou, Junhui

AU - Yang, Fuzheng

PY - 2011

Y1 - 2011

N2 - This paper investigates the joint impact of variations of the frame rate and quantization on the coding bit-rate. Through theoretically linking the frame rate and the quantization step to the mean absolute difference (MAD), the MAD is modeled by a 2-D function, based on which a 2-D rate model is proposed. Extensive experimental results have demonstrated the effectiveness of the proposed 2-D rate model. Together with a 2-D distortion model, the proposed rate model can serve as the basis for advanced rate control in video coding and rate-constrained scalable video coding as well as bitstream adaptation. © 2011 Springer-Verlag Berlin Heidelberg.

AB - This paper investigates the joint impact of variations of the frame rate and quantization on the coding bit-rate. Through theoretically linking the frame rate and the quantization step to the mean absolute difference (MAD), the MAD is modeled by a 2-D function, based on which a 2-D rate model is proposed. Extensive experimental results have demonstrated the effectiveness of the proposed 2-D rate model. Together with a 2-D distortion model, the proposed rate model can serve as the basis for advanced rate control in video coding and rate-constrained scalable video coding as well as bitstream adaptation. © 2011 Springer-Verlag Berlin Heidelberg.

KW - 2-D rate model

KW - frame rate

KW - mean absolute difference (MAD)

KW - quantization step

KW - rate control

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U2 - 10.1007/978-3-642-19712-3_19

DO - 10.1007/978-3-642-19712-3_19

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

SN - 9783642197116

VL - 87 LNEE

T3 - Lecture Notes in Electrical Engineering

SP - 155

EP - 162

BT - Advanced Electrical and Electronics Engineering

T2 - 2010 International Conference on Electrical and Electronics Engineering, ICEEE 2010

Y2 - 4 December 2010 through 5 December 2010

ER -

Two-dimensional rate model for video coding

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Research Keywords

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