过去一年中添加的文章,按日期排序

Artificial intelligence detects awareness of functional relation with the environment in 3 month old babies

M Khodadadzadeh, AT Sloan, NA Jones, D Coyle… - Scientific Reports, 2024 - nature.com
6 天前 - … A new form of neural network, the capsule network (CapsNet) was developed to
address … image classification task, a hierarchical relationship is built into an object in the image

A Grad-CAM and capsule network hybrid method for remote sensing image scene classification

Z He, C Zhang, S Wang, J Huang, X Zheng… - Frontiers of Earth …, 2024 - Springer
8 天前 - … scene classification. To address this issue, this paper proposes a Grad-CAM
and capsule network hybrid method for image scene classification. The Grad-CAM and …

Modified osprey algorithm for optimizing capsule neural network in leukemia image recognition

B Yao, L Chao, M Asadi, KA Alnowibet - Scientific Reports, 2024 - nature.com
8 天前 - … , a widely recognized dataset for leukemia image classification. Comparative analysis
with … (6) can improve the Capsule network efficiency. Here, a novel enhanced model of …

Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection

S Wang, X Li, Y Guo, M Song, S Shi - International Journal of …, 2024 - Taylor & Francis
11 天前 - capsule network classification detection method. Initially, to enhance the structure of
change areas within the difference image … preferred approach for image classification tasks, …

Using Segmentation to Boost Classification Performance and Explainability in CapsNets

D Vranay, M Hliboký, L Kovács, P Sinčák - Machine Learning and …, 2024 - mdpi.com
15 天前 - … and creating a complete capsule network (CapsNet) with multiple capsule layers in
[9]. … the performance of CapsNets in image classification tasks, specifically focusing on our …

Prototypical Network with Residual Capsule for Few-Shot Hyperspectral Image Classification

R Fan, L Tong, J Zhou, B Guo… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
16 天前 - … Compared with CNNs, capsule networks can better capture spatial relationships. …
features to enhance classification performance. We first train a deep residual capsule network (…

Semi-supervised medical image classification based on DenseNet and capsule network combination model

H Shen, J Mo, J Ren - … Remote Sensing, Mapping, and Image …, 2024 - spiedigitallibrary.org
22 天前 - … medical image classification tasks.Therefore, we consider combining DenseNet
and Capsule Networks to further enhance the performance of medical image classification. In …

Revolutionizing Acne Diagnosis with Hybrid Deep Learning Model Integrating CBAM, and Capsule Network

PK Veni, A Gupta - IEEE Access, 2024 - ieeexplore.ieee.org
32 天前 - … on acne image classification have experimented with … a capsule network were
applied to microbiological images of breast tumors for binary classification, whether the images

Hybrid arithmetic optimization algorithm with deep transfer learning based microarray gene expression classification model

BS Gowri, SAH Nair, KP Kumar - International Journal of Information …, 2024 - Springer
38 天前 - … expression data into image format. Then, the preprocessing of the images takes
place … is implemented by the usage of the capsule network (CapsNet) model. Meanwhile, the …

Design of computer aided diagnosis model for medical image classification using deep learning techniques

S Kannan - shodhganga.inflibnet.ac.in
41 天前 - … the existence of newlinediseases using medical images. In addition, region growing
… in the medical image. Moreover, NADAM optimizer with DCNN based Capsule Network (…