journal article·2025Open access

A Novel Approach Based on Graph Attention Networks for Fruit Recognition

Dat Tran-Anh, Hoai Nam Vu

Computers, Materials & Continua· Volume 82· Issue 2

Abstract

Counterfeit agricultural products pose a significant challenge to global food security and economic stability, necessitating advanced detection mechanisms to ensure authenticity and quality. To address this pressing issue, we... | Find, read and cite all the research you need on Tech Science Press
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Research context

OpenAlex topics: Spectroscopy and Chemometric Analyses · Smart Agriculture and AI

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References (28)

Show source-provided references
1. Wabeke · Passive and active measurement · 2020 · 158
2. Fingerprint pre-processing and feature engineering to enhance agricultural products categorization10.1016/j.future.2021.07.005 ↗
3. HOBA: a novel feature engineering methodology for credit card fraud detection with a deep learning architecture10.1016/j.ins.2019.05.023 ↗
4. Integrating blockchain and the internet of things in precision agriculture: analysis, opportunities, and challenges10.1016/j.compag.2020.105476 ↗
5. HMSG: heterogeneous graph neural network based on Metapath SubGraph learning10.1016/j.knosys.2023.110930 ↗
6. A litchi fruit recognition method in a natural environment using RGB-D images10.1016/j.biosystemseng.2021.01.015 ↗
7. Generative label fused network for image-text matching10.1016/j.knosys.2023.110280 ↗
8. Content based image retrieval using image features information fusion10.1016/j.inffus.2018.11.004 ↗
9. Three dimensional apple tree organs classification and yield estimation algorithm based on multi-features fusion and support vector machine
10. A comprehensive study of feature extraction techniques for plant leaf disease detection10.1007/s11042-021-11375-0 ↗
11. Multi-label image recognition with graph convolutional networks
12. Graph attention networks
13. HL-Net: heterophily learning network for scene graph generation
14. Gufran · Machine learning for indoor localization and navigation · 2023 · 35710.1007/978-3-031-26712-3_15 ↗
15. Digital pathology and computational image analysis in nephropathology10.1038/s41581-020-0321-6 ↗
16. Patent classification by fine-tuning BERT language model10.1016/j.wpi.2020.101965 ↗
17. MaPLe: multimodal prompt learning
18. Multi-co-training for document classification using various document representations: TF-IDF, LDA, and Doc2Vec10.1016/j.ins.2018.10.006 ↗
19. Evaluation of gradient boosting and deep learning algorithms in dimuon production10.1016/j.molstruc.2022.134834 ↗
20. High-performance large-scale image recognition without normalization
21. A-ViT: adaptive tokens for efficient vision transformer
22. Learning graph embeddings for compositional zero-shot learning
23. Decoupled weight decay regularization
24. BERT: pre-training of deep bidirectional transformers for language understanding
25. Symmetry and group in attribute-object compositions
26. From red wine to red tomato: composition with context
27. Attributes as operators: factorizing unseen attribute-object compositions
28. Task-driven modular networks for zero-shot compositional learning