Residual Vector Capsule: Improving Capsule by Pose Attention

Residual Vector Capsule: Improving Capsule by Pose Attention

The convolutional neural network has significantly improved the accuracy of image recognition; however, it performs in a fragile manner when we apply viewpoint transformation or add noise to the image. Recent studies have proposed new neural networks named capsule. Capsule build the part-whole relat...

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Bibliographic Details
Main Authors: Ning Xie, Xiaoxia Wan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Capsule network
self attention
adversarial robustness
viewpoint invariance
Online Access:https://ieeexplore.ieee.org/document/9539172/

Internet

https://ieeexplore.ieee.org/document/9539172/

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