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Efficient Depiction of Video for Semantic Retrieval Applications by Dimensionality Reduction of Visual Feature Space

NRC Grant: 12-017

Dr. L. Ranathunga
Dept. of Information Technology
Faculty of Information Technology
University of Moratuwa
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Area of Research: Information & Communication Technology
Status: Ongoing

 

Objectives

  1. a) Devise a novel visual descriptor with low dimensionality while maintaining state-of –art retrieval accuracy. b) Evaluate the extension of Compacted Dither Pattern Codes (CDPC) for shape description. c) Reduce computational complexity and improve efficiency of the description process. d) Introduce a spatio-temporal concept association based description scheme. e) Incorporate users’ video graphical experience in semantic video search to reduce semantic gap. f) Improve video concept search efficiency.

 

 

You are here: Home Grants - 2012 Efficient Depiction of Video for Semantic Retrieval Applications by Dimensionality Reduction of Visual Feature Space