TR2006-024

An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder

    •  Otsuka, I., Radhakrishnan, R., Siracusa, M., Divakaran, A., Mishima, H., "An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder", IEEE Transactions on Consumer Electronics, DOI: 10.1109/​TCE.2006.1605043, Vol. 52, No. 1, pp. 168-172, February 2006.
      BibTeX TR2006-024 PDF
      • @article{Otsuka2006feb,
      • author = {Otsuka, I. and Radhakrishnan, R. and Siracusa, M. and Divakaran, A. and Mishima, H.},
      • title = {An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder},
      • journal = {IEEE Transactions on Consumer Electronics},
      • year = 2006,
      • volume = 52,
      • number = 1,
      • pages = {168--172},
      • month = feb,
      • doi = {10.1109/TCE.2006.1605043},
      • issn = {0098-3063},
      • url = {https://www.merl.com/publications/TR2006-024}
      • }
Abstract:

We extend our Sports Video Browsing framework for Personal Video Recorders, such as DVD Recorders, Blu-ray Disc Recorders and/or Hard Disc Recorders, to other genres. We reduce the computational complexity by reducing the number of audio classes to a small but useful set that is useful for both sports video and music video, as well as by reducing the complexity of the Gaussian Mixture Models. Our extension to music video content consists of detecting music/song periods by compensating for false alarms. Our results indicate that our enhanced audio-only summarization maintains the sports video performance and works well with music video content. We can therefore integrate the enhancement into our product while in fact reducing the computational complexity.

 

  • Related News & Events

    •  NEWS    IEEE Transactions on Consumer Electronics: publication by Ajay Divakaran and others
      Date: February 15, 2006
      Where: IEEE Transactions on Consumer Electronics
      Brief
      • The article "An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder" by Otsuka, I., Radhakrishnan, R., Siracusa, M., Divakaran, A. and Mishima, H. was published in IEEE Transactions on Consumer Electronics.
    •  
    •  NEWS    ICCE 2006: 4 publications by Anthony Vetro, Ajay Divakaran, Samuel Shipman and others
      Date: January 7, 2006
      Where: IEEE International Conference on Consumer Electronics (ICCE)
      MERL Contact: Anthony Vetro
      Brief
      • The papers "Temporal-Context-Based Video Browsing Interface for PVR-Enabled High-Definition Television Systems" by Shipman, S., Divakaran, A., Flynn, M. and Batra, A., "An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder" by Otsuka, I., Radhakrishnan, R., Siracusa, M., Divakaran, A. and Mishima, H., "Architecture for Video Summarization Services Over Home Networks and the Internet" by Shipman, S., Radhakrishan, R. and Divakaran, A. and "MPEG-2 to H.264 / AVC Transcoding for Efficient Storage of Broadcast Video Bitstreams" by Xin, J., Vetro, A., Sekiguchi, S. and Sugimoto, K. were presented at the IEEE International Conference on Consumer Electronics (ICCE).
    •  

  • Related Publication

  •  Otsuka, I., Radhakrishnan, R., Siracusa, M., Divakaran, A., Mishima, H., "An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder", IEEE International Conference on Consumer Electronics (ICCE), DOI: 10.1109/​ICCE.2006.1598428, January 2006, pp. 297-298.
    BibTeX IEEE Xplore
    • @inproceedings{Otsuka2006jan,
    • author = {Otsuka, I. and Radhakrishnan, R. and Siracusa, M. and Divakaran, A. and Mishima, H.},
    • title = {An Enhanced Video Summarization System Using Audio Features for a Personal Video Recorder},
    • booktitle = {IEEE International Conference on Consumer Electronics (ICCE)},
    • year = 2006,
    • pages = {297--298},
    • month = jan,
    • doi = {10.1109/ICCE.2006.1598428},
    • url = {https://ieeexplore.ieee.org/document/1598428}
    • }