DOI QR코드

DOI QR Code

시맨틱 검색을 위한 디지털 비디오 라이브러리 구축에 관한 연구

A Study on Digital Video Library Development for Semantic-Sensitive Retrieval

  • 장상현 (한국교육학술정보원 교육정보화센터) ;
  • 임석종 (한국과학기술정보연구원 지식기반팀)
  • Jang, Sang-Hyun (Education Information Center, Korea Education and Research Information Service) ;
  • Lim, Seok-Jong (Knowledge Asset Team, Korea Institute of Science and Technology Information)
  • 발행 : 2006.12.31

초록

디지털 비디오 압축과 인터넷 기술의 발전으로 비디오에 대한 수요가 폭발적으로 늘어나고 있으며, 사용자 제작 콘텐트(UCC)도 대량으로 생산되고 있다. 따라서, 디지털 비디오 라이브러리 구축과 검색에 대한 기술 연구가 어느 때보다 시급하게 요구되고 있다. 그러나 사용자가 전체 비디오의 일부 내용을 의미기반으로 검색해서 보고 싶은 욕망을 충족시켜주기는 매우 어려운 상황이다. 본고에서는 디지털 비디오를 의미 검색하기 위하여 장면을 뽑아내고, 내용을 분석하는 방법을 제안하고, 5개의 스포츠(축구, 야구, 골프, 농구, 배구) 뉴스 비디오를 자동 분류한 실험 결과를 소개하였다.

With the advancement of internet and video compression technology, there has been an increasing demand for video, and producted a large quantity contents of UCC. Therefore, Semantic-sensitive retrieval and construction for digital video library is more in demand than ever. However, it is extremely difficult to categorize and label scenes in any video automatically for searching wanted scene. This study proposes a method to extract certain scenes and analyze the video content, and shows the experimental results after categorizing 5 sports news(soccer, baseball, golf, basketball, and volleyball).

키워드

참고문헌

  1. H. J Zhang, C. Y. Low, S. W. Smoliar, and J. H. Wu. 1995. "Video Parsing, Retrieval and Browsing: An Integrated and Content-Based Solution". New York: ACM.
  2. Jame Ze Wang, Jia Li, Desmond Chan, and Gio Wiederhold. 1999. "Semantics-sensitive Retrieval for Digital Picture Libraries", D-Lib Magazine.
  3. Janko Calic and Ebroul Izquierdo. 2002. "Efficient Key-Frame Extraction and Video Analysis". Los Alamitos: IEEE.
  4. Ichiro IDE, Reiko HAMADA, and Shuichi SaKAI. 2001. "An attribute based news video indexing". New York: ACM.
  5. J. Assfalg, M. Bertini, C. Colombo, and A. Del Bimbo. 2001. "Feature Extraction and Content Analysis for Sports Videos Annotation", Multimedia Information Retrieval Ottawa Canada. New York: ACM.
  6. Jiaping Fan, Ahmed K. Elmagarmid, Xingquan Zhu, Walid G.Aref, and Lide Wu. 2004. "Hierarchical Video Shot Classification, Indexing, and Accessing". IEEE. Transaction on Multimedia, 6(1).
  7. Jiaping Yang. 2003. "Content-Based Video Identification: A Survey". Los Alamitos: IEEE.
  8. Lei Wang, Boyi Zeng, Steve Lin, Guangyou Xu, and Heung-Yeung Shum. 2004. "Automatic Extraction of Semantic Colors in Sports Video", ICASSP '04, Montreal, Canada, May.
  9. M. R. Naphade and T. S. Huang. 2001. "A probabilistic framework for semantic video indexing, filtering, and retrieval". IEEE. Transaction On Multimedia, 3: 141-151. https://doi.org/10.1109/6046.909601
  10. Muriel Gastaud and Michel Barlaud. 2002. the "Video Segmentation using Active Contours on a Group of Pictures". Los Alamitos: IEEE.
  11. SangHyun Jang and HyungJe Cho. 1997. "The Improved Techniques of Automatic Scene-Change Detection for Content-Based Indexing on Compressed Video Data". Seoul: Dongguk University.
  12. Shuqiang Jiang, Qixiang Ye, Wen Gao, and Tiejun Hunang. 2001. "Wen Gao and Tiejun Huan", "A New Method to segment Playfield and Its Applications in Match Analysis in Sports Video". New York: ACM.
  13. Sohaib Khan and Mubarak Shah. 2001. "Object Based Segmentation of Video Using Color, Motion and Spatial Information". Los Alamitos: IEEE.
  14. Y. Alp Aslandogan and Clement T. Yu. 1999. "Techniques and Systems for Image and Video Retrieval". Los Alamitos: IEEE.
  15. Yueting Zhuang, Ruogui Xiao, and Fei Wu. 2003. "Key Issues in Video Summarization and Its Application". New York: ACM.
  16. Zhibin Lei, Wu Chou, Jialin Zhong, and Chin-Hui Lee. 2000. "Video Segmentation using Spatial and Temporal Statistical Analysis Method". Los Alamitos: IEEE.
  17. Wei Li, Susan Gauch, John Gauch, Kok Meng Pua. "VISION: A Digital Video Library". DL '96, Behtesda MD USA: ACM.