An Improved Capsule Network Based on Capsule Filter Routing

Capsule network (CapsNet) is a novel type of network that can retain spatial information, because each capsule can integrate more information than scalar-output features. However, the CapsNet learns all the features in the input image due to the lack of pooling operation, and there is no connection...

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Bibliographic Details
Main Authors: Wei Wang, Feifei Lee, Shuai Yang, Qiu Chen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9505676/