TR2006-027

Subjective Evaluation Criterion for Selecting Affective Features and Modeling Highlights


    •  Xing, L., Yu, H., Huang, Q., Ye, Q., Divakaran, A., "Subjective Evaluation Criterion for Selecting Affective Features and Modeling Highlights", SPIE Conference on Multimedia Content Analysis, Management and Retrieval, January 2006, vol. 6073, pp. 188-195.
      BibTeX TR2006-027 PDF
      • @inproceedings{Xing2006jan,
      • author = {Xing, L. and Yu, H. and Huang, Q. and Ye, Q. and Divakaran, A.},
      • title = {Subjective Evaluation Criterion for Selecting Affective Features and Modeling Highlights},
      • booktitle = {SPIE Conference on Multimedia Content Analysis, Management and Retrieval},
      • year = 2006,
      • volume = 6073,
      • pages = {188--195},
      • month = jan,
      • url = {https://www.merl.com/publications/TR2006-027}
      • }
  • Research Area:

    Computer Vision

Abstract:

In this paper, we propose a subjective evaluation criterion which is a guide for selecting affective features and modeling highlights. After the database of highlight ground truth is established and commonly used effective features are extracted, evaluation experiments are designed on tennis and table tennis as examples. Based on the experiments, we conclude that: 1) the commonly used affective features are correlative; 2) the effective combination of affective features is motion vector (MV) average, cheer duration, excited speech duration and event duration; 3) the highlights model is approximately linear.

 

  • Related News & Events

    •  NEWS    SPIE Conference on Multimedia Content Analysis, Management and Retrieval 2006: 3 publications by Ajay Divakaran, Clifton Forlines and others
      Date: January 17, 2006
      Where: SPIE Conference on Multimedia Content Analysis, Management and Retrieval
      Brief
      • The papers "Blind Summarization: Content-Adaptive Video Summarization Using Time-Series Analysis" by Divakaran, A., Radhakrishnan, R. and Peker, K.A., "Subjective Assessment of Consumer Video Summarization" by Forlines, C., Peker, K.A. and Divakaran, A. and "Subjective Evaluation Criterion for Selecting Affective Features and Modeling Highlights" by Xing, L., Yu, H., Huang, Q., Ye, Q. and Divakaran, A. were presented at the SPIE Conference on Multimedia Content Analysis, Management and Retrieval.
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