Strawberry Yield Prediction Based on a Deep Neural Network Using High-Resolution Aerial Orthoimages

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras

(2019) Vasit Sagan et al.   Remote Sensing

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Unsupervised obstacle detection in driving environments using deep-learning-based stereovision

(2018) Abdelkader Dairi et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

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

Plant species classification using deep convolutional neural network

(2016) Mads Dyrmann et al.   BIOSYSTEMS ENGINEERING

Detection of dropped citrus fruit on the ground and evaluation of decay stages in varying illumination conditions

(2016) D. Choi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of a Near Ground Remote Sensing System

(2016) Yanchao Zhang et al.   SENSORS

DeepAnomaly: Combining Background Subtraction and Deep Learning for Detecting Obstacles and Anomalies in an Agricultural Field

(2016) Peter Christiansen et al.   SENSORS

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Using lightweight unmanned aerial vehicles to monitor tropical forest recovery

(2015) Rakan A. Zahawi et al.   BIOLOGICAL CONSERVATION

UAV photogrammetry for topographic monitoring of coastal areas

(2015) J.A. Gonçalves et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Optimal Altitude, Overlap, and Weather Conditions for Computer Vision UAV Estimates of Forest Structure

(2015) Jonathan Dandois et al.   Remote Sensing

Evaluating Multispectral Images and Vegetation Indices for Precision Farming Applications from UAV Images

(2015) Sebastian Candiago et al.   Remote Sensing

Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods

(2014) P.J. Zarco-Tejada et al.   EUROPEAN JOURNAL OF AGRONOMY

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

(2014) Jan Behmann et al.   PRECISION AGRICULTURE

Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)

(2013) P.J. Zarco-Tejada et al.   AGRICULTURAL AND FOREST METEOROLOGY

Comparison of two aerial imaging platforms for identification of Huanglongbing-infected citrus trees

(2013) Francisco Garcia-Ruiz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Configuration and Specifications of an Unmanned Aerial Vehicle (UAV) for Early Site Specific Weed Management

(2013) Jorge Torres-Sánchez et al.   PLoS One

Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)

(2012) Javier Baluja et al.   IRRIGATION SCIENCE

Development of a low-cost agricultural remote sensing system based on an autonomous unmanned aerial vehicle (UAV)

(2011) Haitao Xiang et al.   BIOSYSTEMS ENGINEERING