An Enhanced Image Classification Model Based on Graph Classification and Superpixel-Derived CNN Features for Agricultural Datasets

Graph-based image classification has emerged as a powerful alternative to traditional convolutional approaches, leveraging the relational structure between image regions to improve accuracy. This paper presents an enhanced gr... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2025.067707
Citations
1
Primary Topic
E-commerce and Technology Innovations
Type
article
Field-Weighted Citation Impact
2.45
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article

An Enhanced Image Classification Model Based on Graph Classification and Superpixel-Derived CNN Features for Agricultural Datasets

Tuyen D. Nguyen, Nguyen Cao Truong Hai, Nguyen Giap Cu, Tien Duc Nguyen et al.
1 citations
Computers, materials & continua/Computers, materials & continua (Print)
E-commerce and Technology Innovations
2.45
article

An Enhanced Image Classification Model Based on Graph Classification and Superpixel-Derived CNN Features for Agricultural Datasets

Tuyen D. Nguyen, Nguyen Cao Truong Hai, Nguyen Giap Cu, Tien Duc Nguyen, Thi Phuong Thao Nguyễn, Huu Quynh Nguyen
article en
1 citations

Abstract

Graph-based image classification has emerged as a powerful alternative to traditional convolutional approaches, leveraging the relational structure between image regions to improve accuracy. This paper presents an enhanced gr... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 85(3)
Openalex Percentile: Top 8%
E-commerce and Technology Innovations
2.45
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