Richer Convolutional Features for Edge Detection

Edge detection is a fundamental problem in computer vision. Recently, convolutional neural networks (CNNs) have pushed forward this field significantly. Existing methods which adopt specific layers of deep CNNs may fail to capture complex data structures caused by variations of scales and aspect rat...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 8 vom: 01. Aug., Seite 1939-1946
Auteur principal: Liu, Yun (Auteur)
Autres auteurs: Cheng, Ming-Ming, Hu, Xiaowei, Bian, Jia-Wang, Zhang, Le, Bai, Xiang, Tang, Jinhui
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't