Proximal Support Vector Machine-Based Hybrid Approach for Edge Detection in Noisy Images

Proximal Support Vector Machine-Based Hybrid Approach for Edge Detection in Noisy Images

We propose a novel edge detector in the presence of Gaussian noise with the use of proximal support vector machine (PSVM). The edges of a noisy image are detected using a two-stage architecture: smoothing of image is first performed using regularized anisotropic diffusion, followed by the classifica...

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Bibliographic Details
Main Authors: Jain Subit K., Kumar Deepak, Thakur Manoj, Ray Rajendra K.
Format: Article
Language:English
Published: De Gruyter 2019-03-01
Series:Journal of Intelligent Systems
Subjects:
edge detection
proximal support vector machine
structure tensor
hessian matrix
anisotropic diffusion
regularization
Online Access:https://doi.org/10.1515/jisys-2017-0566

Internet

https://doi.org/10.1515/jisys-2017-0566

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