Parallelization of Local Diagonal Extrema Pattern Feature Extraction on a GPU

Rao, Ashwath B and Kini, Gopalakrishna N (2019) Parallelization of Local Diagonal Extrema Pattern Feature Extraction on a GPU. In: International Conference on Advances in Mathematics, Statistics & Computer Science 2019, 14/03/2019, Carmel College for Women.

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Abstract

Local Diagonal Extrema Pattern(LDEP) is used as a texture feature in object recognition, face recognition etc. LDEP feature extraction time is crucial in real time applications. To accelerate feature extraction time a Graphical Processing Unit is used. For the first time, we parallelize LDEP feature extraction using GPU. We obtain a θ(1) feature extraction time when tested on few images from medical domain.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Local Diagonal Extrema Pattern, Graphical Processing Unit, texture feature
Subjects: Engineering > MIT Manipal > Computer Science and Engineering
Depositing User: MIT Library
Date Deposited: 04 Jul 2019 09:26
Last Modified: 04 Jul 2019 09:26
URI: http://eprints.manipal.edu/id/eprint/154114

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