Using deep transfer learning for image-based plant disease identification

2020/04/06 by Junde Chen, Jinxiu Chen, Defu Zhang +3 · 12 citations
Agricultural and Biological Sciences · #Leaf Properties and Growth Measurement #Plant Disease Management Techniques #Smart Agriculture and AI

paper · doi:10.1016/j.compag.2020.105393

openalex publication_date 2020/04/06 · crossref created 2020/04/06 · crossref issued 2020/06/01 · crossref published 2020/06/01 · crossref published-print 2020/06/01 · crossref deposited 2025/09/29 · openalex created_date 2025/10/10 · crossref indexed 2026/07/31 · openalex updated_date 2026/08/01

Citations

• ImageNet Large Scale Visual Recognition Challenge
• An open access repository of images on plant health to enable the development of mobile disease diagnostics

Cited by

• Deep feature based rice leaf disease identification using support vector machine
• Advancing site-specific disease and pest management in precision agriculture: From reasoning-driven foundation models to adaptive, feedback-based learning
• Plant leaf disease classification using EfficientNet deep learning model
• A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning
• Plant diseases and pests detection based on deep learning: a review
• On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves
• Plant Disease Detection and Classification by Deep Learning—A Review
• Review on Convolutional Neural Network (CNN) Applied to Plant Leaf Disease Classification
• AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock
• Clustering-Guided Multi-Layer Contrastive Representation Learning for Citrus Disease Classification
• Detecting Multiple Diseases in Multiple Crops Using Deep Learning
• Vision Transformers in Precision Agriculture: A Comprehensive Survey