Fast inter mode decision using motion vector-based moving window (MVMW)

Jaeho Lee; Sungwan Kim; Sangyoun Lee

doi:10.1109/TCE.2010.5606350

Fast inter mode decision using motion vector-based moving window (MVMW)

Jaeho Lee, Sungwan Kim, Sangyoun Lee

Department of Electrical and Electronic Engineering

Research output: Contribution to journal › Article › peer-review

3 Citations (Scopus)

Abstract

The latest video coding standard H.264/AVC achieves significant coding efficiency by adopting variable block sizes for inter mode decision. However, this technique brings about high computational complexity since the optimal mode is determined by exhaustively calculating rate-distortion cost (RDcost) of all modes. To solve this problem, fast inter mode decision algorithm is proposed, as follows. Based on high correlation between current and previous frames, the motion vector based-moving window (MVMW) scheme predicts the RDcost for each mode, and the predicted RDcosts are used as thresholds for selecting the optimal mode. The experimental results show that the proposed algorithm achieves 71.78% time saving on average with negligible PSNR loss and bit rate increment. This feature will help to develop real time video applications such as video conference and telephone.

Original language	English
Article number	5606350
Pages (from-to)	1942-1949
Number of pages	8
Journal	IEEE Transactions on Consumer Electronics
Volume	56
Issue number	3
DOIs	https://doi.org/10.1109/TCE.2010.5606350
Publication status	Published - 2010 Aug

All Science Journal Classification (ASJC) codes

Media Technology
Electrical and Electronic Engineering

Access to Document

10.1109/TCE.2010.5606350

Cite this

@article{c1ff6c6991834d518403dc3b52874582,

title = "Fast inter mode decision using motion vector-based moving window (MVMW)",

abstract = "The latest video coding standard H.264/AVC achieves significant coding efficiency by adopting variable block sizes for inter mode decision. However, this technique brings about high computational complexity since the optimal mode is determined by exhaustively calculating rate-distortion cost (RDcost) of all modes. To solve this problem, fast inter mode decision algorithm is proposed, as follows. Based on high correlation between current and previous frames, the motion vector based-moving window (MVMW) scheme predicts the RDcost for each mode, and the predicted RDcosts are used as thresholds for selecting the optimal mode. The experimental results show that the proposed algorithm achieves 71.78% time saving on average with negligible PSNR loss and bit rate increment. This feature will help to develop real time video applications such as video conference and telephone.",

author = "Jaeho Lee and Sungwan Kim and Sangyoun Lee",

year = "2010",

month = aug,

doi = "10.1109/TCE.2010.5606350",

language = "English",

volume = "56",

pages = "1942--1949",

journal = "IEEE Transactions on Consumer Electronics",

issn = "0098-3063",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "3",

}

TY - JOUR

T1 - Fast inter mode decision using motion vector-based moving window (MVMW)

AU - Lee, Jaeho

AU - Kim, Sungwan

AU - Lee, Sangyoun

PY - 2010/8

Y1 - 2010/8

N2 - The latest video coding standard H.264/AVC achieves significant coding efficiency by adopting variable block sizes for inter mode decision. However, this technique brings about high computational complexity since the optimal mode is determined by exhaustively calculating rate-distortion cost (RDcost) of all modes. To solve this problem, fast inter mode decision algorithm is proposed, as follows. Based on high correlation between current and previous frames, the motion vector based-moving window (MVMW) scheme predicts the RDcost for each mode, and the predicted RDcosts are used as thresholds for selecting the optimal mode. The experimental results show that the proposed algorithm achieves 71.78% time saving on average with negligible PSNR loss and bit rate increment. This feature will help to develop real time video applications such as video conference and telephone.

AB - The latest video coding standard H.264/AVC achieves significant coding efficiency by adopting variable block sizes for inter mode decision. However, this technique brings about high computational complexity since the optimal mode is determined by exhaustively calculating rate-distortion cost (RDcost) of all modes. To solve this problem, fast inter mode decision algorithm is proposed, as follows. Based on high correlation between current and previous frames, the motion vector based-moving window (MVMW) scheme predicts the RDcost for each mode, and the predicted RDcosts are used as thresholds for selecting the optimal mode. The experimental results show that the proposed algorithm achieves 71.78% time saving on average with negligible PSNR loss and bit rate increment. This feature will help to develop real time video applications such as video conference and telephone.

UR - http://www.scopus.com/inward/record.url?scp=78149242137&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78149242137&partnerID=8YFLogxK

U2 - 10.1109/TCE.2010.5606350

DO - 10.1109/TCE.2010.5606350

M3 - Article

AN - SCOPUS:78149242137

SN - 0098-3063

VL - 56

SP - 1942

EP - 1949

JO - IEEE Transactions on Consumer Electronics

JF - IEEE Transactions on Consumer Electronics

IS - 3

M1 - 5606350

ER -

Fast inter mode decision using motion vector-based moving window (MVMW)

Abstract

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this