Training Images vs Discriminative Features on the Construction of Codebook to Recognise Visual Objects

NRC Grant:  15-128

Dr. A. Ramanan
University of Jaffna
Department of Computer Science
Faculty of Science
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Area of Research:Structural Engineering



o To investigate whether the use of additional training images contribute significantly to increase the performance of classification and/or is it worth to focus on the selection of discriminative features and the development of better object models.

o To optimize the process of constructing codebooks with less memory requirement and speeding up the bag-of-features approach while maintaining compactness and discriminative power in recognition.