A New Edge Detection Method Based on Global Evaluation Using Supervised Classification Algorithms

Traditionally, the last step of edge detection algorithms, which is called scaling-evaluation, produces the final output classifying each pixel as edge or nonedge. This last step is usually done based on local evaluation methods. The local evaluation makes this classification based on measures obtai...

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Main Authors: Pablo A. Flores-Vidal, Guillermo Villarino, Daniel Daniel Gomez, Javier Montero
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2019-02-01
Serier:International Journal of Computational Intelligence Systems
Fag:
Image processing
Edge detection
Global evaluation
Edge segments
Supervised classification
Online adgang:https://www.atlantis-press.com/article/125905653/view
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