• Publications
  • Influence
Automatic Video Classification: A Survey of the Literature
There is much video available today. To help viewers find video of interest, work has begun on methods of automatic video classification. In this paper, we survey the video classification literature.Expand
  • 281
  • 21
  • PDF
Using Closed Captions and Visual Features to Classify Movies by Genre
We investigate closed captions and discrete cosine transform coefficients individually as features for classifying movies by genre and learning user preferences. Using a support vector machine as theExpand
  • 40
  • 1
  • PDF
The Organization Of Internet Web Pages Using Wordnet
iv ACKNOWLEDGMENTS I wish to thank my thesis adviser, Dr. Diane Cook, for her support and guidance. Dr. Cook consistently provided positive feedback and helped me to stay on track. With the InternetExpand
  • 7
  • 1
Learning Video Preferences Using Visual Features and Closed Captions
An approach to identifying a viewer's video preferences uses hidden Markov models by combining visual features and closed captions.
  • 10
  • 1
  • PDF
Learning video preferences from video content
Viewers of video now have more choices than ever. As the number of choices increases, the task of searching through these choices to locate video of interest is becoming more difficult. CurrentExpand
  • 2
  • PDF
IJCAI-07 Reviewers
A Multiscale Approach for Nonnegative Matrix Factorization with Applications to Image Classification
We use a multiscale approach to reduce the time to produce the nonnegative matrix factorization (NMF) of a matrix A, that is, A ≈ WH. We also investigate QR factorization as a method for initializingExpand