Postprocessing of Edge Detection Algorithms with Machine Learning Techniques

Postprocessing of Edge Detection Algorithms with Machine Learning Techniques

In this paper, machine learning (ML) techniques are applied at an early stage of Image Processing (IP). The learning procedures are usually applied from at least the image segmentation level, whereas, in this paper, this is done from a lower processing level: the edge detection level (ED). The main...

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Bibliographic Details
Main Authors: Castro, J. (Author), Flores-Vidal, P. (Author), Gómez, D. (Author)
Format: Article
Language:English
Published: Hindawi Limited 2022
Subjects:
Classification (of information)
Detection algorithm
Detection levels
Detection problems
Edge detection
Image segmentation
Images processing
Images segmentations
Learning algorithms
Learning procedures
Machine learning
Machine learning techniques
Neighbourhood
Pixels
Segmentation levels
Signal detection
Sobel operator
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