A Deep-Learning-Based Approach for Wheat Yellow Rust Disease Recognition from Unmanned Aerial Vehicle Images

High-throughput soybean seeds phenotyping with convolutional neural networks and transfer learning

(2021) Si Yang et al.   Plant Methods

Determination of the severity level of yellow rust disease in wheat by using convolutional neural networks

(2021) Tolga Hayit et al.   JOURNAL OF PLANT PATHOLOGY

Onboard Real-Time Dense Reconstruction in Large Terrain Scene Using Embedded UAV Platform

(2021) Zhengchao Lai et al.   Remote Sensing

Tree extraction from multi-scale UAV images using Mask R-CNN with FPN

(2020) Nuri Erkin Ocer et al.   Remote Sensing Letters

Monitoring Wheat Fusarium Head Blight Using Unmanned Aerial Vehicle Hyperspectral Imagery

(2020) Linyi Liu et al.   Remote Sensing

Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring

(2020) Jinya Su et al.   IEEE Transactions on Industrial Informatics

Plant disease identification from individual lesions and spots using deep learning

(2019) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

Detection of Helminthosporium Leaf Blotch Disease Based on UAV Imagery

(2019) Huasheng Huang et al.   Applied Sciences-Basel

A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images

(2019) Xin Zhang et al.   Remote Sensing

Identification of Tilletia foetida, Ustilago tritici, and Urocystis tritici Based on Near-Infrared Spectroscopy

(2019) Yaqiong Zhao et al.   Journal of Spectroscopy

In-Field Detection of Yellow Rust in Wheat on the Ground Canopy and UAV Scale

(2019) David Bohnenkamp et al.   Remote Sensing

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Light CNN for Deep Face Representation With Noisy Labels

(2018) Xiang Wu et al.   IEEE Transactions on Information Forensics and Security

Evaluating Late Blight Severity in Potato Crops Using Unmanned Aerial Vehicles and Machine Learning Algorithms

(2018) Julio Duarte-Carvajalino et al.   Remote Sensing

Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery

(2018) Jinya Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Learning Aerial Image Segmentation From Online Maps

(2017) Pascal Kaiser et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep convolutional neural network for classifying Fusarium wilt of radish from unmanned aerial vehicles

(2017) Jin Gwan Ha et al.   Journal of Applied Remote Sensing

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

Using in-situ hyperspectral data for detecting and discriminating yellow rust disease from nutrient stresses

(2012) Jingcheng Zhang et al.   FIELD CROPS RESEARCH