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Human expert modelling using semantics-oriented video retrieval for surveillance in hard industry

Published: 18 September 2006 Publication History

Abstract

The surveillance application aims at improving the quality of technology via modelling human expert behaviour in the coking plant Mittal Steel Ostrava, the Czech Republic. Video data on several industrial processes are captured by means of a CCD camera and classified by using Latent Semantic Indexing (LSI) with the respect to etalons classified by an expert. We also investigate the possibility to combine LSI with color histogram analysis, using experience from our prior research on web image classification.

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cover image ACM Other conferences
MobiMedia '06: Proceedings of the 2nd international conference on Mobile multimedia communications
September 2006
281 pages
ISBN:1595935177
DOI:10.1145/1374296
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 September 2006

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Author Tags

  1. dimension reduction
  2. industrial automation
  3. information retrieval
  4. iterative solvers
  5. multidimensional data
  6. numerical linear algebra
  7. partial symmetric eigenproblem
  8. singular value decomposition (SVD)
  9. surveillance application
  10. very large systems of linear equations

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