Automatic Video Management System Using Face Recognition and MPEG-7 Visual Descriptors

  • Lee, Jae-Ho (Digital Content Research Division, ETRI)
  • 투고 : 2005.07.06
  • 발행 : 2005.12.31

초록

The main goal of this research is automatic video analysis using a face recognition technique. In this paper, an automatic video management system is introduced with a variety of functions enabled, such as index, edit, summarize, and retrieve multimedia data. The automatic management tool utilizes MPEG-7 visual descriptors to generate a video index for creating a summary. The resulting index generates a preview of a movie, and allows non-linear access with thumbnails. In addition, the index supports the searching of shots similar to a desired one within saved video sequences. Moreover, a face recognition technique is utilized to personalbased video summarization and indexing in stored video data.

키워드

참고문헌

  1. MPEG-7 Applications Document, ISO/IEC JTC1/SC29/WG11//N2462 MPEG-7 Group
  2. Proc. ICCE Visual Program Navigation System Based on Spatial Distribution of Color Yamada, A.;Kasutani, E.;Ohta, M.;Ochiai, K.;Matoba, H.
  3. ETRI J. v.26 no.5 Metadata Broadcasting for Personalized Service: a Practical Solution Kang, Kyeong-Ok;Kim, Jae-Gon;Lee, Hee-Kyung(et al.)
  4. Proc. ICCE Content-Based Navigation of Television Programs Using MPEG-7 Description Schemes Walker, T.
  5. Proc. the 2003 ACM SIGMM Workshop on Experiential Telepresence Who’s That Actor? The InfoSip TV Agent Dimitrova, N.;Janeveski, A.;Li, D.;Zimmerman, J.
  6. Proc. ICIP v.2 Hierarchical Image Database Browsing Environment with Embedded Relevance Feedback Meiers, T.;Sikora, T.;Keller, I.
  7. J. Electronic Imaging v.10 no.4 Video Summarization Using Descriptors of Motion Activity: A Motion Activity Based Approach to Key-Frame Extraction from Video Shots Divakaran, A.;Regunathan, R.;Peker, K.A.
  8. Proc. 5th Int’l Workshop on Image Analysis for Multimedia Interactive Service A Component-Based DCT/LDA Face Recognition Method for Character Retrieval in TV Programs Jung, B.H.;Ha, M.H.;Kim, H.J.;Park, K.S.;Lee, H.J.;Kim, W.Y.
  9. Introduction to MPEG-7:Multimedia Content Description Lenguage Manjunath, B.S.;Salembier, P.;Sikora, T.(eds.)
  10. Computer Vision and Image Understanding J. v.71 no.1 Segmentation of Video by Clustering and Graph Analysis Yeung, M.;Yeo, B.L.
  11. Robust Real-Time Object Detection, Technical Report Series, CRL-2001-1 Viola, P.;Jones, M.J.
  12. Model-Based Methods in Analysis of Biomedical Images, Image Processing and Analysis: A Practical Approach Cootes, T.;Baldock, R.(ed.);Graham, J.(ed.)