Journal of Guangdong University of Technology ›› 2006, Vol. 23 ›› Issue (4): 76-81.

• Comprehensive Studies • Previous Articles     Next Articles

A Method of Video Shot Boundary Detection Using Unsupervised Clustering

  

  1. (1.Faculty of Applied Physics,Guangdong University of Technology,Ganzhou 510006,China;2.Faculty of Information Engineering,Guangdong University of Technology,Guangzhou 510006,China)
  • Online:2006-11-10 Published:2006-11-10

Abstract: According to the analysis of the existing shot boundary detection algorithms,a new algorithm based on moment-preserving clustering is pooposed.Simulation results indicate that the proposed algorithm can not noly improve the recall and the precision of detecting shot boundaries,but slso provide satisfactory results of gradual shot boundaries detection.In addition,the algorithm is robust to various types of video sequence.

Key words: shot boundary detection; moment-preserving clustering; CCV histogram; flasshlight detection;

[1] Arun Hampapur,Ramesh Jain,Terry E Weymouth.  Production model based digital video segmentation[J] ,1995

[2] HongJiang Zhang,Atreyi Kankanhalli,Stephen W. Smoliar.  Automatic partitioning of full-motion video[J] ,1993

[1] Lo C C,W ang S J.A h istogram-based mom ent-preserving c lustering algorithm for video segm entation. Pat-tern Recogn ition Letters . 2003

[2] Yeo BL,L iu B.Rap id scene analysis on compressed video. IEEE Trans.Actions on C ircu its and System s forV ideo Technology . 1995

[3] Koprinska I,,Carrato S.Temporal video segm entation:a survey. S ignal Processing:Im age Commun ication . 2001

[4] Zhang H J,W u J H,Zhong D,et al.An integrated system for content-based video retrieval and browsing. Pat-tern Recogn ition . 1997

[5] Günsel B,Ferm an A M,Tekalp A M.Temporal video segm entation using unsupervised c lustering and sem antic ob-ject track ing. Jal.of E lectron ic Im aging . 1998

[6] Zab ih R,M iller J,M aiK.A feature-based algorithm for detecting and c lassifylng scene breaks. ACM Mu ltim e-d ia 95 . 1995

[7] TsaiW S.Mom ent-preserving threshold ing:A new approach. Comp.V ision G raph ics Im age Process . 1985

[8] Pass G,Zab ih R.H istogram refinem ent for content-based im age retrieval. Proceed ings of 3 rd IEEE W orkshopon App lications of Computer V ision . 1996
No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!