Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain

Hong Bohyun; Eom Minyoung; Choe Yoonsik

doi:10.1109/TENCON.2006.343784

Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain

Hong Bohyun, Eom Minyoung, Choe Yoonsik

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

This paper presents a novel scene change detection method using edge direction based on intra prediction mode in H.264/AVC. When scene change occurs, there is less temporal correlation between frames. Therefore, most of macro-blocks are encoded in intra mode. Using this property, the proposed method calculates the percentage of intra mode blocks in each predictive frame in order to get candidates of scene change frames. To find accurate scene changes, we generate an edge histogram of each candidate with eight prediction directions of intra prediction mode in H.264/AVC. We detect scene change frames with l¹-norm of edge histograms. The experimental results show that the proposal method is efficient and robust.

Original language	English
Title of host publication	2006 IEEE Region 10 Conference, TENCON 2006
DOIs	https://doi.org/10.1109/TENCON.2006.343784
Publication status	Published - 2007
Event	2006 IEEE Region 10 Conference, TENCON 2006 - Hong Kong, China Duration: 2006 Nov 14 → 2006 Nov 17

Publication series

Name	IEEE Region 10 Annual International Conference, Proceedings/TENCON

Other

Other	2006 IEEE Region 10 Conference, TENCON 2006
Country/Territory	China
City	Hong Kong
Period	06/11/14 → 06/11/17

All Science Journal Classification (ASJC) codes

Computer Science Applications
Electrical and Electronic Engineering

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10.1109/TENCON.2006.343784

Cite this

@inproceedings{826e08e11824422f94639fd01cca9c17,

title = "Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain",

abstract = "This paper presents a novel scene change detection method using edge direction based on intra prediction mode in H.264/AVC. When scene change occurs, there is less temporal correlation between frames. Therefore, most of macro-blocks are encoded in intra mode. Using this property, the proposed method calculates the percentage of intra mode blocks in each predictive frame in order to get candidates of scene change frames. To find accurate scene changes, we generate an edge histogram of each candidate with eight prediction directions of intra prediction mode in H.264/AVC. We detect scene change frames with l1-norm of edge histograms. The experimental results show that the proposal method is efficient and robust.",

author = "Hong Bohyun and Eom Minyoung and Choe Yoonsik",

year = "2007",

doi = "10.1109/TENCON.2006.343784",

language = "English",

isbn = "1424405491",

series = "IEEE Region 10 Annual International Conference, Proceedings/TENCON",

booktitle = "2006 IEEE Region 10 Conference, TENCON 2006",

note = "2006 IEEE Region 10 Conference, TENCON 2006 ; Conference date: 14-11-2006 Through 17-11-2006",

}

Bohyun, H, Minyoung, E & Yoonsik, C 2007, Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain. in 2006 IEEE Region 10 Conference, TENCON 2006., 4142459, IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2006 IEEE Region 10 Conference, TENCON 2006, Hong Kong, China, 06/11/14. https://doi.org/10.1109/TENCON.2006.343784

Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain. / Bohyun, Hong; Minyoung, Eom; Yoonsik, Choe.
2006 IEEE Region 10 Conference, TENCON 2006. 2007. 4142459 (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain

AU - Bohyun, Hong

AU - Minyoung, Eom

AU - Yoonsik, Choe

PY - 2007

Y1 - 2007

N2 - This paper presents a novel scene change detection method using edge direction based on intra prediction mode in H.264/AVC. When scene change occurs, there is less temporal correlation between frames. Therefore, most of macro-blocks are encoded in intra mode. Using this property, the proposed method calculates the percentage of intra mode blocks in each predictive frame in order to get candidates of scene change frames. To find accurate scene changes, we generate an edge histogram of each candidate with eight prediction directions of intra prediction mode in H.264/AVC. We detect scene change frames with l1-norm of edge histograms. The experimental results show that the proposal method is efficient and robust.

AB - This paper presents a novel scene change detection method using edge direction based on intra prediction mode in H.264/AVC. When scene change occurs, there is less temporal correlation between frames. Therefore, most of macro-blocks are encoded in intra mode. Using this property, the proposed method calculates the percentage of intra mode blocks in each predictive frame in order to get candidates of scene change frames. To find accurate scene changes, we generate an edge histogram of each candidate with eight prediction directions of intra prediction mode in H.264/AVC. We detect scene change frames with l1-norm of edge histograms. The experimental results show that the proposal method is efficient and robust.

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U2 - 10.1109/TENCON.2006.343784

DO - 10.1109/TENCON.2006.343784

M3 - Conference contribution

AN - SCOPUS:34547576884

SN - 1424405491

SN - 9781424405497

T3 - IEEE Region 10 Annual International Conference, Proceedings/TENCON

BT - 2006 IEEE Region 10 Conference, TENCON 2006

T2 - 2006 IEEE Region 10 Conference, TENCON 2006

Y2 - 14 November 2006 through 17 November 2006

ER -

Scene change detection using edge direction based on intra prediction mode in H.264/AVC compression domain

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