AlexCapsNet: An Integrated Architecture for Image Classification With Background Noise

Capsule networks (CapsNet) are a pioneering architecture that can encode image features into vectors rather than scalars, addressing the limitations of traditional Convolutional Neural Networks (CNNs). This process is achieved by the dynamic routing algorithm and can maintain the image’s...

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Bibliographic Details
Main Authors: Muyi Bao, Nanlin Jin, Ming Xu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10900363/