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Distance Field-Based Convolutional Neural Network for Edge Detection

In this paper, we first propose an accurate edge detector using a distance field-based convolutional neural network (DF-CNN). In recent years, CNNs have been proved to be effective in image processing and computer vision. As edge detection is a fundamental problem among them, we try to improve the a...

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Detalles Bibliográficos
Autores principales: Hu, Dadan, Yang, Hongbo, Hou, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913118/
https://www.ncbi.nlm.nih.gov/pubmed/35281190
http://dx.doi.org/10.1155/2022/1712258