Towards automatic field plant disease recognition

Technological support for detection and prediction of plant diseases: A systematic mapping study

(2021) Vinicius Bischoff et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant diseases recognition on images using convolutional neural networks: A systematic review

(2021) André Abade et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An effective automatic system deployed in agricultural Internet of Things using Multi-Context Fusion Network towards crop disease recognition in the wild

(2020) Yushan Zhao et al.   APPLIED SOFT COMPUTING

Few-Shot Learning approach for plant disease classification using images taken in the field

(2020) David Argüeso et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using deep transfer learning for image-based plant disease identification

(2020) Junde Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Identifying plant diseases using deep transfer learning and enhanced lightweight network

(2020) Junde Chen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Solving Current Limitations of Deep Learning Based Approaches for Plant Disease Detection

(2019) Marko Arsenovic et al.   Symmetry-Basel

Convolutional Neural Networks for the Automatic Identification of Plant Diseases

(2019) Justine Boulent et al.   Frontiers in Plant Science

Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions

(2019) Artzai Picon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Unsupervised image translation using adversarial networks for improved plant disease recognition

(2019) Haseeb Nazki et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild

(2018) Artzai Picon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative study of fine-tuning deep learning models for plant disease identification

(2018) Edna Chebet Too et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review on the main challenges in automatic plant disease identification based on visible range images

(2016) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science