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CORR
2004
Springer
136views Education» more  CORR 2004»
13 years 5 months ago
Analysis and Visualization of Index Words from Audio Transcripts of Instructional Videos
We introduce new techniques for extracting, analyzing, and visualizing textual contents from instructional videos of low production quality. Using Automatic Speech Recognition, ap...
Alexander Haubold, John R. Kender
ICIP
2001
IEEE
14 years 7 months ago
Integrated multimedia processing for topic segmentation and classification
In this paper we describe integrated multimedia processing for Video Scout, a system that segments and indexes TV programs according to their audio, visual, and transcript informa...
Radu S. Jasinschi, Nevenka Dimitrova, Thomas McGee...
SIGKDD
2010
146views more  SIGKDD 2010»
13 years 15 days ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan
CIVR
2007
Springer
210views Image Analysis» more  CIVR 2007»
13 years 12 months ago
Semantic video analysis for psychological research on violence in computer games
In this paper, we present an automatic semantic video analysis system to support interdisciplinary research efforts in the field of psychology and media science. The psychological...
Markus Mühling, Ralph Ewerth, Thilo Stadelman...
MM
2005
ACM
140views Multimedia» more  MM 2005»
13 years 11 months ago
Topic transition detection using hierarchical hidden Markov and semi-Markov models
In this paper we introduce a probabilistic framework to exploit hierarchy, structure sharing and duration information for topic transition detection in videos. Our probabilistic d...
Dinh Q. Phung, Thi V. Duong, Svetha Venkatesh, Hun...