Feedback Convolutional Neural Network for Visual Localization and Segmentation

Feedback is a fundamental mechanism existing in the human visual system, but has not been explored deeply in designing computer vision algorithms. In this paper, we claim that feedback plays a critical role in understanding convolutional neural networks (CNNs), e.g., how a neuron in CNNs describes a...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 7 vom: 03. Juli, Seite 1627-1640
Auteur principal: Cao, Chunshui (Auteur)
Autres auteurs: Huang, Yongzhen, Yang, Yi, Wang, Liang, Wang, Zilei, Tan, Tieniu
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