Assessment of state-of-the-art deep learning based citrus disease detection techniques using annotated optical leaf images

A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases

(2021) Vijaypal Singh Dhaka et al.   SENSORS

Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach

(2021) Sk Mahmudul Hassan et al.   Electronics

Towards automatic field plant disease recognition

(2021) Penghui Gui et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of convolution neural networks for smartphone image based real time classification of citrus leaf disease

(2020) Utpal Barman et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data

(2020) Manuel Carranza-García et al.   Remote Sensing

Citrus Pests and Diseases Recognition Model Using Weakly Dense Connected Convolution Network

(2019) Shuli Xing et al.   SENSORS

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

(2019) Marko Arsenovic et al.   Symmetry-Basel

CornerNet: Detecting Objects as Paired Keypoints

(2019) Hei Law et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automatic detection and classification of leaf spot disease in sugar beet using deep learning algorithms

(2019) Mehmet Metin Ozguven et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

(2019) Zhaowei Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning models for plant disease detection and diagnosis

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

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

How Deep Learning Extracts and Learns Leaf Features for Plant Classification

(2017) Sue Han Lee et al.   PATTERN RECOGNITION

On developing and enhancing plant-level disease rating systems in real fields

(2016) Yousef Atoum et al.   PATTERN RECOGNITION

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE