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Browsing by Subject "Image smoothing"

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The effects of image smoothing on CNN-based detectors

Author: Skosana, Vusi J ; Ngxande, M Date: Jan 2020 Edge-preserving smoothing filters have been shown to improve generalisation performance on the HOG features with a SVM classifier. However, not all smoothing filters and parameters lead to better performance. The effects of smoothing filters ... Read more
Enhancing edge-based image descriptor models through colour unification

Author: Kunene, Dumisani ; Skosana, Vusi J Date: Jan 2019 The lack of suitable robust appearance models hinders the performance of most image descriptors. Descriptors often rely on pieces of information in images called image features to discriminate the contents of images. Most successful descriptors ... Read more

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Browsing by Subject "Image smoothing"

Browsing by Subject "Image smoothing"

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All of ResearchSpace

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