Video segmentation by Hidden Markov Model using multimodal MPEG-7 descriptors

被引：0
|
作者：
Bae, TM [1 ]
Jin, SH [1 ]
Choo, JH [1 ]
Park, M [1 ]
Ro, YM [1 ]
Kim, HR [1 ]
Kang, K [1 ]
机构：
[1] ICU, IVY Lab, Multimedia Grp, Taejon 305714, South Korea
来源：
INTERNET IMAGING V | 2004年 / 5304卷
关键词：
video segmentation; multi-modal MPEG-7 descriptions; Hidden Markov Model;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We propose a robust video segmentation algorithm for video summary. Exact shot boundary detection and segmentation of video into meaningful scenes are important parts for the automatic video summary. In this paper, we present a shot boundary detection using audio and visual features defined in the MPEG-7 which provides software standard for multimedia description. By using Hidden Markov Model classifier based on statistics of the audio and visual features, exact shot boundary is detected and further over-segmentation could be reduced, which is a common problem in automatic video segmentation.
引用
收藏
页码：214 / 223
页数：10
相关论文
共 50 条
  • [1] Soccer video summarization system based on hidden Markov model with multiple MPEG-7 Descriptors
    Thanh, NN
    Thang, TC
    Bae, TM
    Ro, YM
    [J]. CISST'03: PROCEEDING OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS 1 AND 2, 2003, : 673 - 678
  • [2] Application of MPEG-7 descriptors for temporal video segmentation
    Höynck, M
    Mayer, C
    Ohm, JR
    [J]. STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2002, 2002, 4676 : 347 - 358
  • [3] Temporal audio segmentation using MPEG-7 descriptors
    Wellhausen, J
    Crysandt, H
    [J]. STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2003, 2003, 5021 : 380 - 387
  • [4] Constrained video object segmentation by color masks and MPEG-7 descriptors
    Porikli, F
    Wang, Y
    [J]. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS, 2002, : 441 - 444
  • [5] Multimodal Semantic Characterization of Images Using MPEG-7 Descriptors
    Almeida, Graca
    Melicio, Fernando
    Pinheiro, Antonio M. G.
    [J]. NEUREL 2008: NINTH SYMPOSIUM ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING, PROCEEDINGS, 2008, : 12 - +
  • [6] Video segmentation using Hidden Markov Model with multimodal features
    Bae, TM
    Jin, SH
    Ro, YM
    [J]. IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS, 2004, 3115 : 401 - 409
  • [7] Design of Video Retrieval System Using MPEG-7 Descriptors
    Liang, Bin
    Xiao, Wenbing
    Liu, Xiang
    [J]. 2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 2578 - 2582
  • [8] Indexing of NFL video using MPEG-7 descriptors and MFCC features
    Quadri, SG
    Krishnan, S
    Guan, L
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 429 - 432
  • [9] Video clip matching using MPEG-7 descriptors and edit distance
    Bertini, Marco
    Del Bimbo, Alberto
    Nunziati, Walter
    [J]. IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS, 2006, 4071 : 133 - 142
  • [10] Automatic video summarizing tool using MPEG-7 descriptors for STB
    Lee, JH
    Lee, GG
    Kim, WY
    [J]. ICCE: 2003 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS, 2003, : 178 - 179
12345