Video segmentation using Hidden Markov Model with multimodal features

被引:0
|
作者
Bae, TM [1 ]
Jin, SH [1 ]
Ro, YM [1 ]
机构
[1] ICU, IVY Lab, Taejon 305714, South Korea
来源
关键词
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
In this paper, a video segmentation algorithm based on Hidden Markov Model classifier with multimodal feature is proposed. By using Hidden Markov Model classifier with both audio and visual features, erroneous shot boundary detection and over-segmentation were avoided compared with conventional algorithms. The experimental results show that the propose method is effective in shot detection.
引用
收藏
页码:401 / 409
页数:9
相关论文
共 50 条
  • [1] Video segmentation by Hidden Markov Model using multimodal MPEG-7 descriptors
    Bae, TM
    Jin, SH
    Choo, JH
    Park, M
    Ro, YM
    Kim, HR
    Kang, K
    [J]. INTERNET IMAGING V, 2004, 5304 : 214 - 223
  • [2] A hidden Markov model framework for video segmentation using audio and image features
    Boreczky, JS
    Wilcox, LD
    [J]. PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 3741 - 3744
  • [3] Hidden Markov model framework for traffic event detection using video features
    Li, XK
    Porikli, FM
    [J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 2901 - 2904
  • [4] Structuring soccer video based on audio classification and segmentation using hidden Markov model
    Chen, JY
    Li, YH
    Lao, SY
    Wu, LD
    Bai, L
    [J]. IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS, 2004, 3115 : 98 - 105
  • [5] Video summarization using Hidden Markov Model
    Huang, CL
    Chang, CY
    [J]. INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2001, : 473 - 477
  • [6] Joint video scene segmentation and classification based on hidden Markov model
    Huang, JC
    Liu, Z
    Wang, Y
    [J]. 2000 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, PROCEEDINGS VOLS I-III, 2000, : 1551 - 1554
  • [7] Segmentation of electrocardiograms using a Hidden Markov Model.
    Clavier, L
    Boucher, JM
    [J]. PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 1409 - 1410
  • [8] Video shot detection using hidden Markov models with complementary features
    Zhang, Weigang
    Lin, Jianqiu
    Chen, Xiaopeng
    Huang, Qingming
    Liu, Yang
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 3, PROCEEDINGS, 2006, : 593 - +
  • [9] Segmentation of objects in temporal images using the hidden Markov model
    Solomon, J
    Butman, JA
    Sood, A
    [J]. 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 585 - 588
  • [10] Pediatric Heart Sound Segmentation Using Hidden Markov Model
    Sedighian, Pouye
    Subudhi, Andrew W.
    Scalzo, Fabien
    Asgari, Shadnaz
    [J]. 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2014, : 5490 - 5493