Enhanced capsule network for medical image classification

Z Zhang, S Ye, P Liao, Y Liu, G Su… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
… are very important for medical image analysis. In this paper, an enhanced capsule network
is proposed for medical image classification. For the proposed capsule network, the feature …

Convolutional‐capsule network for gastrointestinal endoscopy image classification

W Wang, X Yang, X Li, J Tang - International Journal of …, 2022 - Wiley Online Library
image classification. To solve this problem, in this paper we present a two-stage endoscopic
image classification … of midlevel CNN features and a capsule network. Specifically, the core …

A hybrid capsule network for hyperspectral image classification

M Khodadadzadeh, X Ding… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
capsule network (CapsNet) preserves the hierarchy between different parts of the entity in an
image … , the hybrid capsule network (HCapsNet), for HSI classification. HCapsNet employs 2…

Capsule networks for image classification: A review

SJ Pawan, J Rajan - Neurocomputing, 2022 - Elsevier
… This work focuses on reviewing capsule network literature applied to image classification
capsule network-based architectures’ intuition, formulation, and working for image classification

1D-convolutional capsule network for hyperspectral image classification

H Zhang, L Meng, X Wei, X Tang, X Tang… - arXiv preprint arXiv …, 2019 - arxiv.org
… In this work, we develop an easy-to-implement capsule network to alleviate the … methods
for the capsule network and build a novel architecture for HSIs classification. Compared to …

Hyperspectral remote sensing image classification using deep convolutional capsule network

R Lei, C Zhang, W Liu, L Zhang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
… , in this study, we considered a deeper capsule network based on CapsNet with more layers
to solve the problem of limited labeled samples in the HSI classification. In this section, we …

Deep interactive encoding with capsule networks for image classification

R Pucci, C Micheloni, GL Foresti, N Martinel - Multimedia Tools and …, 2020 - Springer
Capsule network To better understand the customisation proposed in this paper, we briefly
describe the Capsule Network. CapsNet architecture is characterised by the capsule structure…

Deep convolutional capsule network for hyperspectral image spectral and spectral-spatial classification

K Zhu, Y Chen, P Ghamisi, X Jia, JA Benediktsson - Remote Sensing, 2019 - mdpi.com
… to represent features, the capsule networks use vectors to … capsule network for hyperspectral
image (HSI) classification to … of the capsule network named Conv-Capsule is proposed. …

Robust capsule network based on maximum correntropy criterion for hyperspectral image classification

HC Li, WY Wang, L Pan, W Li, Q Du… - Ieee Journal of Selected …, 2020 - ieeexplore.ieee.org
capsule network is divided into multiple computational units named capsules. Assume that
the capsule … Yuan, and SY Pu, “Hyperspectral image classification with capsule network using …

RS-CapsNet: an advanced capsule network

S Yang, F Lee, R Miao, J Cai, L Chen, W Yao… - IEEE …, 2020 - ieeexplore.ieee.org
Capsule Network is a novel and promising neural network in … good performance in image
classification by encoding … , the original Capsule Network is not suitable for the images with …