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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