Browse > Article
http://dx.doi.org/10.9717/kmms.2011.14.8.1050

Efficient Storage and Retrieval for Automatic Indexing of Persons in Videos  

Kim, Jin-Seung (경희대학교 컴퓨터공학과)
Han, Yong-Koo (경희대학교 컴퓨터공학과)
Lee, Young-Koo (경희대학교 컴퓨터공학과)
Publication Information
Journal of Korea Multimedia Society / v.14, no.8, 2011 , pp. 1050-1060 More about this Journal
Abstract
With increasing need for indexing of persons in a large video database, automatic indexing has been attracting great interest which takes advantage of automatic tagging instead of the time-consuming and costly manual tagging. However, automatic indexing approach should provide a degree of recognition proximity because it cannot identify the persons with accuracy of 100%. In this paper, we propose an efficient storage method for storing posting lists efficiently and a novel ranking technique of ordering relevant videos for efficient retrieval. Through experiment evaluations we have shown that our storage method exhibits good performance in compressing the posting list. We have also shown that the proposed ranking method is effective for finding relevant videos.
Keywords
Video Indexing; Frame Based Indexing; Face Indexing on Video; Archiving Management System;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 한용구, 김진승, 이승현, 이영구, "iRODS를 이용한 대용량 전자 기록물 관리 시스템," 한국정보과학회논문지:컴퓨팅의 실제, Vol.16, No.8, pp. 835-836, 2010.
2 E. Acosta, L. Torres, A. Albiol, and E. Delp, "An Automatic Face Detection and Recognition System for Video Indexing Applications," Proceedings of Int'l Conference on Acoustics, Speech and Signal Processing, 2002.
3 A. Albiol, L. Torres, C. A. Bouman, and E. J. Delp, "A Simple and Efficient Face Detection Algorithm for Video Database Applications," Proceedings of the IEEE International Conference on Image Processing, Vol.2, pp. 239-242, 2000.
4 이승호, 최재영, 노용만, "동영상에서 대통령 자동 얼굴색인을 위한 얼굴인식 방법에 관한 연구," 멀티미디어학회 추계학술대회, 2010.
5 박병권, "정보검색과 데이터베이스 관리 시스템의 밀결합을 위한 역색인 구조와 질의 최적화," 한국과학기술원 박사학위논문, 1998.
6 류동엽, 임영환, 윤선희, 서정민, 이창훈, 이근수, 이상문, "얼굴 분석과 유사도 비교를 이용한 사용자 인증 시스템," 한국멀티미디어학회논문지, Vol.8, No.11, pp.1439-1448, 2005.
7 Ian H. Witten, A. Moffat, and Timothy C. Bell, Managing Gigabytes: Compressing and Indexing Documents and Images, Morgan Kaufmann, 1999.
8 O. Vechtomova and M. Karamuftuoglu, "Lexical Cohesion and Term Proximity in Document Ranking," Information Processing and Management, Vol.44, No.4, pp.1485-1502, 2008.   DOI   ScienceOn
9 D. L. Lee, H. Chuang, and K. Seamons, "Document Ranking and the Vector Space Model," IEEE Transactions on Software, Vol. 14, No.2, pp.67-75, 1997.   DOI   ScienceOn
10 Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schutze, Introduction to Information Retrieval, Cambridge University Press, 2008.