Skip to main content
Erschienen in: Information Systems Frontiers 3/2012

01.07.2012

Automatic and fast temporal segmentation for personalized news consuming

verfasst von: Yuan Dong, Shiguo Lian

Erschienen in: Information Systems Frontiers | Ausgabe 3/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Automatic news program segmentation and classification becomes a hot topic, which reorganizes the news program according to the news’ topics, and provides the on-demand services to mobile consumers or Internet/home TV consumers. This paper presents a personalized news consuming system, including the system architecture, consumption steps and key techniques. Then, focused on the core technique, i.e., video temporal segmentation, the automatic video temporal segmentation method is proposed, evaluated and compared with existing ones. Experimental results show that the proposed scheme is computational efficient and gets higher correct detection rate. These properties make it a suitable choice for the personalized news consuming system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Ardissono, L., Kobsa, A., & Maybury, M. (eds.) (2004). Personalized digital television: Targeting programs to individual viewers. Book Series: Human-Computer Interaction Series, vol. 6, Kluwer Academic Publishers, The Netherlands. Ardissono, L., Kobsa, A., & Maybury, M. (eds.) (2004). Personalized digital television: Targeting programs to individual viewers. Book Series: Human-Computer Interaction Series, vol. 6, Kluwer Academic Publishers, The Netherlands.
Zurück zum Zitat Arman, F., Hsu, A., & Chiu, M. Y. (1994). Image processing on encoded video sequences. Multimedia Systems, 1(5), 211–219.CrossRef Arman, F., Hsu, A., & Chiu, M. Y. (1994). Image processing on encoded video sequences. Multimedia Systems, 1(5), 211–219.CrossRef
Zurück zum Zitat Cernekova, Z., Pitas, I., & Nikou, C. (2006). Information theory-based shot cut/fade detection and video summarization. IEEE Transactions on Circuits and Systems for Video Technology, 16(1), 82–91.CrossRef Cernekova, Z., Pitas, I., & Nikou, C. (2006). Information theory-based shot cut/fade detection and video summarization. IEEE Transactions on Circuits and Systems for Video Technology, 16(1), 82–91.CrossRef
Zurück zum Zitat Dogan, E., & Erol, O. K. (2006). Method for providing live content during playback of recorded streams in personal video recorders. IEEE Transactions on Consumer Electronics, 52(4), 1253–1255.CrossRef Dogan, E., & Erol, O. K. (2006). Method for providing live content during playback of recorded streams in personal video recorders. IEEE Transactions on Consumer Electronics, 52(4), 1253–1255.CrossRef
Zurück zum Zitat Feng, H., Fang, W., Liu, S., & Fang, Y. (2005). A new general framework for shot boundary detection based on SVM. Proceedings of 2005 International Conference on Neural Networks and Brain (IEEE ICNNB), Oct 13-15, Beijing, China, published by IEEE Computer Society, vol. 2, 1112-1117. Feng, H., Fang, W., Liu, S., & Fang, Y. (2005). A new general framework for shot boundary detection based on SVM. Proceedings of 2005 International Conference on Neural Networks and Brain (IEEE ICNNB), Oct 13-15, Beijing, China, published by IEEE Computer Society, vol. 2, 1112-1117.
Zurück zum Zitat Gao, X., & Tang, X. (2002). Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing. IEEE Transactions on Circuits and Systems for Video Technology, 12(9), 765–776.CrossRef Gao, X., & Tang, X. (2002). Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing. IEEE Transactions on Circuits and Systems for Video Technology, 12(9), 765–776.CrossRef
Zurück zum Zitat Hampapur, A., Jain, R., & Weymouth, T. (1994). Digital video segmentation. Proceedings of the second ACM international conference on Multimedia, San Francisco, CA, published by ACM New York, NY, USA, 357-364. Hampapur, A., Jain, R., & Weymouth, T. (1994). Digital video segmentation. Proceedings of the second ACM international conference on Multimedia, San Francisco, CA, published by ACM New York, NY, USA, 357-364.
Zurück zum Zitat Han, B., Hu, Y., Wang, G., Wu, W., & Yoshigahara, T. (2007). Enhanced sports video shot boundary detection based on middle level features and a unified model. IEEE Transactions on Consumer Electronics, 53(3), 1168–1176.CrossRef Han, B., Hu, Y., Wang, G., Wu, W., & Yoshigahara, T. (2007). Enhanced sports video shot boundary detection based on middle level features and a unified model. IEEE Transactions on Consumer Electronics, 53(3), 1168–1176.CrossRef
Zurück zum Zitat Huang, K. L., Tung, Y. S., Wu, J. L., Hsiao, P. K., & Chen, H. S. (2002). A frame-based MPEG characteristics extraction tool and its application in video transcoding. IEEE Transactions on Consumer Electronics, 48(3), 522–532.CrossRef Huang, K. L., Tung, Y. S., Wu, J. L., Hsiao, P. K., & Chen, H. S. (2002). A frame-based MPEG characteristics extraction tool and its application in video transcoding. IEEE Transactions on Consumer Electronics, 48(3), 522–532.CrossRef
Zurück zum Zitat Iulio, M. D., & Messina, A. (2008). Use of probabilistic clusters supports for broadcast news segmentation. Proceeding of 19th International Conference on Database and Expert Systems Application, 600–604. Iulio, M. D., & Messina, A. (2008). Use of probabilistic clusters supports for broadcast news segmentation. Proceeding of 19th International Conference on Database and Expert Systems Application, 600–604.
Zurück zum Zitat Joyce, R. A., & Liu, B. (2006). Temporal segmentation of video using frame and histogram space. IEEE Transactions on Multimedia, 8(1), 130–140.CrossRef Joyce, R. A., & Liu, B. (2006). Temporal segmentation of video using frame and histogram space. IEEE Transactions on Multimedia, 8(1), 130–140.CrossRef
Zurück zum Zitat Kawai, Y., Sumiyoshi, H., & Yagi, N. (2007). Shot boundary detection at TRECVID 2007. TRECVID 2007 workshop participants notebook papers, Gaithersburg, MD, USA, November 2007. National Institute of Standards and Technology (NIST) 2007. Kawai, Y., Sumiyoshi, H., & Yagi, N. (2007). Shot boundary detection at TRECVID 2007. TRECVID 2007 workshop participants notebook papers, Gaithersburg, MD, USA, November 2007. National Institute of Standards and Technology (NIST) 2007.
Zurück zum Zitat Kim, H. G., Kim, J. Y., & Park, T. (2007). Video bookmark based on soundtrack identification and two-stage search for interactive-television. IEEE Transactions on Consumer Electronics, 53(4), 1712–1717.CrossRef Kim, H. G., Kim, J. Y., & Park, T. (2007). Video bookmark based on soundtrack identification and two-stage search for interactive-television. IEEE Transactions on Consumer Electronics, 53(4), 1712–1717.CrossRef
Zurück zum Zitat Li, R., Yu, S., & Yang, X. (2007). Efficient spatio-temporal segmentation for extracting moving objects in video sequences. IEEE Transactions on Consumer Electronics, 53(3), 1161–1167.CrossRef Li, R., Yu, S., & Yang, X. (2007). Efficient spatio-temporal segmentation for extracting moving objects in video sequences. IEEE Transactions on Consumer Electronics, 53(3), 1161–1167.CrossRef
Zurück zum Zitat Liang, L., Liu, Y., Lu, H., Xue, X., & Tan, Y. P. (2005). Enhanced shot boundary detection using video text information. IEEE Transactions on Consumer Electronics, 51(2), 580–588.CrossRef Liang, L., Liu, Y., Lu, H., Xue, X., & Tan, Y. P. (2005). Enhanced shot boundary detection using video text information. IEEE Transactions on Consumer Electronics, 51(2), 580–588.CrossRef
Zurück zum Zitat Matsumoto, K., Naito, M., Hoashi, K., & Sugaya, F. (2006). SVM-Based Shot Boundary Detection with a Novel Feature. In Proc. IEEE Int. Conf. Multimedia and Expo, 1837–1840. Matsumoto, K., Naito, M., Hoashi, K., & Sugaya, F. (2006). SVM-Based Shot Boundary Detection with a Novel Feature. In Proc. IEEE Int. Conf. Multimedia and Expo, 1837–1840.
Zurück zum Zitat Nam, J., & Tewfik, A. H. (2005). Detection of gradual transitions in video sequences using B-Spline interpolation. IEEE Transactions on Multimedia, 7(4), 667–679.CrossRef Nam, J., & Tewfik, A. H. (2005). Detection of gradual transitions in video sequences using B-Spline interpolation. IEEE Transactions on Multimedia, 7(4), 667–679.CrossRef
Zurück zum Zitat Ngo, C. W. (2003). A robust dissolve detector by support vector machine. Proceedings of the eleventh ACM international conference on Multimedia (ACM Multimedia'2003), Berkeley, CA, USA, published by ACM New York, NY, USA, 283–286. Ngo, C. W. (2003). A robust dissolve detector by support vector machine. Proceedings of the eleventh ACM international conference on Multimedia (ACM Multimedia'2003), Berkeley, CA, USA, published by ACM New York, NY, USA, 283–286.
Zurück zum Zitat Ruiloba, R., Joly, P., Marchand-Maillet, S., & Quénot, G. (1999). Towards a standard protocol for the evaluation of video-toshots segmentation algorithms. In First European Workshop on Content Based Multimedia Indexing (CBMI'99), Toulouse, France, October 25–27, 1999. Ruiloba, R., Joly, P., Marchand-Maillet, S., & Quénot, G. (1999). Towards a standard protocol for the evaluation of video-toshots segmentation algorithms. In First European Workshop on Content Based Multimedia Indexing (CBMI'99), Toulouse, France, October 25–27, 1999.
Zurück zum Zitat Santo, M. D., Percannella, G., Sansone, C., & Vento, M. (2006). Unsupervised news video segmentation by combined audiovideo analysis. In Proceeding of International Workshop on Multimedia Content Reresentation, Classification and Security (MRCS06), Istanbul, Turkey, September 11-13, 2006, Lecture Notes in Computer Science, Springer, vol. 4105, 273–281. Santo, M. D., Percannella, G., Sansone, C., & Vento, M. (2006). Unsupervised news video segmentation by combined audiovideo analysis. In Proceeding of International Workshop on Multimedia Content Reresentation, Classification and Security (MRCS06), Istanbul, Turkey, September 11-13, 2006, Lecture Notes in Computer Science, Springer, vol. 4105, 273–281.
Zurück zum Zitat Truong, B. T., Dorai, C., & Venkatesh, S. (2000). New enhancements to cut, fade, and dissolve detection processes in video segmentation. Proceedings of the eighth ACM international conference on Multimedia (ACM Multimedia'2000), Marina del Rey, California, USA, published by ACM New York, NY, USA, 219–227. Truong, B. T., Dorai, C., & Venkatesh, S. (2000). New enhancements to cut, fade, and dissolve detection processes in video segmentation. Proceedings of the eighth ACM international conference on Multimedia (ACM Multimedia'2000), Marina del Rey, California, USA, published by ACM New York, NY, USA, 219–227.
Zurück zum Zitat Viallet, J. E., & Bernier, O. (2002). Face detection for video summaries. In Proceedings of the International Conference on Image and Video Retrieval, Lecture Notes In Computer Science, 2383, 348–355. Viallet, J. E., & Bernier, O. (2002). Face detection for video summaries. In Proceedings of the International Conference on Image and Video Retrieval, Lecture Notes In Computer Science, 2383, 348–355.
Zurück zum Zitat Wen, C., Huang, C. H., Yeh, M. F., & Chang, K. C. (2008). TV settop box design for processing text messages based on graph theory. IEEE Transactions on Consumer Electronics, 54(2), 839–844.CrossRef Wen, C., Huang, C. H., Yeh, M. F., & Chang, K. C. (2008). TV settop box design for processing text messages based on graph theory. IEEE Transactions on Consumer Electronics, 54(2), 839–844.CrossRef
Zurück zum Zitat Yildirim, K. S., Ugur, A., & Kinaci, A. C. (2007). Design and implementation of a software presenting information in DVB subtitles in various forms. IEEE Transactions on Consumer Electronics, 53(4), 1656–1660.CrossRef Yildirim, K. S., Ugur, A., & Kinaci, A. C. (2007). Design and implementation of a software presenting information in DVB subtitles in various forms. IEEE Transactions on Consumer Electronics, 53(4), 1656–1660.CrossRef
Zurück zum Zitat Zabih, R., Miller, J., & Mai, K. (1999). A feature-based algorithm for detecting and classifying production effects. Multimedia Systems, 7(2), 119–128.CrossRef Zabih, R., Miller, J., & Mai, K. (1999). A feature-based algorithm for detecting and classifying production effects. Multimedia Systems, 7(2), 119–128.CrossRef
Zurück zum Zitat Zhang, H. J., Kankanhalli, A., & Smoliar, S. W. (1993). Automatic partitioning of full-motion video. Multimedia Systems, 1(1), 10–28.CrossRef Zhang, H. J., Kankanhalli, A., & Smoliar, S. W. (1993). Automatic partitioning of full-motion video. Multimedia Systems, 1(1), 10–28.CrossRef
Metadaten
Titel
Automatic and fast temporal segmentation for personalized news consuming
verfasst von
Yuan Dong
Shiguo Lian
Publikationsdatum
01.07.2012
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 3/2012
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-010-9256-y

Weitere Artikel der Ausgabe 3/2012

Information Systems Frontiers 3/2012 Zur Ausgabe

Premium Partner