| no |
title |
author |
magazine |
year |
volume |
issue |
page(s) |
type |
| 1 |
A Method of Plant Root Image Restoration Based on GAN
|
Mi, Jiaqi
|
|
|
52 |
30 |
p. 219-224
|
article
|
| 2 |
An Evaluation of an Apple Canopy Density Mapping System for a Variable-rate Sprayer ⁎ ⁎ Sponsor and financial support by Horticulture Innovation Australia Limited through project AP16005, “Developing Agri-Tech Solutions for the Australian Apple Industry”.
|
Hu, Mengying
|
|
|
52 |
30 |
p. 342-348
|
article
|
| 3 |
A novel Observer-based Architecture for Water Management in Large-Scale (Hazelnut) Orchards
|
Bono Rossello, Nicolas
|
|
|
52 |
30 |
p. 62-69
|
article
|
| 4 |
A Perception Pipeline for Robotic Harvesting of Green Asparagus
|
Kennedy, Gerard
|
|
|
52 |
30 |
p. 288-293
|
article
|
| 5 |
A Study on the Detection of Visible Parts of Cordons Using Deep Learning Networks for Automated Green Shoot Thinning in Vineyards
|
Majeed, Yaqoob
|
|
|
52 |
30 |
p. 82-86
|
article
|
| 6 |
Augmented Reality for Supervising Multirobot System in Agricultural Field Operation
|
Huuskonen, Janna
|
|
|
52 |
30 |
p. 367-372
|
article
|
| 7 |
Automatic Detection of Tulip Breaking Virus (TBV) Using a Deep Convolutional Neural Network ⁎ ⁎ This work was partially funded by the Dutch Product Board for Horticulture and the Dutch Ministry of Economic Affairs, Agriculture and Innovation. The research is part of the public private partnership BollenRevolutie 4.0 funded under the grant TKI-TU-1806
|
Polder, Gerrit
|
|
|
52 |
30 |
p. 12-17
|
article
|
| 8 |
Autonomous Canal Following by a Micro-Aerial Vehicle Using Deep CNN ⁎ ⁎ We acknowledgement the finanical support of National Center for Robotics and Automation (NCRA), Pakistan; the German Academic Exchange Service (DAAD); Center for Water Informatics & Technology at LUMS, in carrying out this research.
|
M. Abbas, Syed
|
|
|
52 |
30 |
p. 243-250
|
article
|
| 9 |
Autonomous Travel of Lettuce Harvester using Model Predictive Control
|
Mitsuhashi, T.
|
|
|
52 |
30 |
p. 155-160
|
article
|
| 10 |
Blackleg Detection in Potato Plants using Convolutional Neural Networks ⁎ ⁎ This project was funded by: Branche Organisation Arable Farming (BO-Akkerbouw), Dutch Farmers Organisation (LTO-Nederland), Kverneland Mechatronics, Agrico, HZPC, NAK and the Dutch Topsector AgriFood ”Op naar precisielandbouw 2.0” (AF-14275).
|
Afonso, Manya
|
|
|
52 |
30 |
p. 6-11
|
article
|
| 11 |
Canopy Segmentation Using ResNet for Mechanical Harvesting of Apples
|
Zhang, Xin
|
|
|
52 |
30 |
p. 300-305
|
article
|
| 12 |
Classification of wolfberry from different geographical origins by using electronic tongue and deep learning algorithm
|
Yang, Zhengwei
|
|
|
52 |
30 |
p. 397-402
|
article
|
| 13 |
Comparative Study of Two Soil Conductivity Meters Based on the Principle of Current-Voltage Four-Terminal Method
|
Han, Yu
|
|
|
52 |
30 |
p. 36-42
|
article
|
| 14 |
Contents
|
|
|
|
52 |
30 |
p. i-vi
|
article
|
| 15 |
Control of Large Vehicle-Manipulators with Human Operator
|
Varga, Balint
|
|
|
52 |
30 |
p. 373-378
|
article
|
| 16 |
Crop Growth Modeling-a New Data-driven Approach
|
Söffker, Dirk
|
|
|
52 |
30 |
p. 132-136
|
article
|
| 17 |
Deep Orange: Mask R-CNN based Orange Detection and Segmentation
|
Ganesh, P.
|
|
|
52 |
30 |
p. 70-75
|
article
|
| 18 |
Design and experimental study of a separating machine for seed and peel of camellia oleifera fruit
|
Wang, Fenghe
|
|
|
52 |
30 |
p. 87-91
|
article
|
| 19 |
Design and Implementation of Bio-inspired Snake Bone-armed Robot for Agricultural Irrigation Application
|
Huang, Cheng C.
|
|
|
52 |
30 |
p. 98-101
|
article
|
| 20 |
Design and Test of Multifunctional Vegetable Transplanting Machine
|
Shao, Yuanyuan
|
|
|
52 |
30 |
p. 92-97
|
article
|
| 21 |
Detection of Chlorophyll Content in Maize Canopy from UAV Imagery
|
Lang, Qiao
|
|
|
52 |
30 |
p. 330-335
|
article
|
| 22 |
Development and Test of Prediction Model for Maize Leaf Appearance during Vegetative Phase
|
Owino, Lina
|
|
|
52 |
30 |
p. 126-131
|
article
|
| 23 |
Development of a Control System for a Small Size Seeding-performance Test Rig
|
Liu, Wei
|
|
|
52 |
30 |
p. 202-206
|
article
|
| 24 |
Development of a low-invasive sound-based root growth detection system
|
Usui, Kohei
|
|
|
52 |
30 |
p. 225-230
|
article
|
| 25 |
Development of Navigation System for Tea Field Machine Using Semantic Segmentation
|
Lin, Yu-Kai
|
|
|
52 |
30 |
p. 108-113
|
article
|
| 26 |
Distributed Coverage Control of Quadrotor Multi-UAV Systems for Precision Agriculture ⁎ ⁎ This work was supported by the Australian Research Council. Also, this work received funding from the Australian Government, via grant AUSMURIB000001 associated with ONR MURI grant N00014-19-1-2571.
|
Elmokadem, Taha
|
|
|
52 |
30 |
p. 251-256
|
article
|
| 27 |
3D Vision for Precision Dairy Farming
|
O’ Mahony, Niall
|
|
|
52 |
30 |
p. 312-317
|
article
|
| 28 |
Effect of Shaking Amplitude and Capturing Height on Mechanical Harvesting of Fresh Market Apples
|
Fu, Han
|
|
|
52 |
30 |
p. 306-311
|
article
|
| 29 |
End-to-end Learning for Autonomous Crop Row-following ⁎ ⁎ This work was funded by The Norwegian Research Council, grant number 259869.
|
Bakken, Marianne
|
|
|
52 |
30 |
p. 102-107
|
article
|
| 30 |
Energy Aware Mission Planning for WMRs on Uneven Terrains
|
D. Wallace, Nathan
|
|
|
52 |
30 |
p. 149-154
|
article
|
| 31 |
Evaluating Growth of Colletotrichum species by Near infrared (NIR) hyperspectral imaging
|
Chu, Xuan
|
|
|
52 |
30 |
p. 257-262
|
article
|
| 32 |
Generative Adversarial Network Based Image Augmentation for Insect Pest Classification Enhancement
|
Lu, Chen-Yi
|
|
|
52 |
30 |
p. 1-5
|
article
|
| 33 |
Greenhouse Models as a Service (GMaaS) for Simulation and Control ⁎ ⁎ This work has been developed within the following projects: DPI2017-84259-C2- 1-R financed by the Spanish Ministry of Science and Innovation and EU-ERDF funds, and the European Union’s Horizon 2020 Research and Innovation Program under Grant Agreement No. 727874 - Project IoF2020-Internet of Food and Farm 2020.
|
Muñoz, M.
|
|
|
52 |
30 |
p. 190-195
|
article
|
| 34 |
Grey-box Based Sliding Mode Controller for Rice Seed Soaking and Germination Device
|
Zhou, Zheng
|
|
|
52 |
30 |
p. 51-55
|
article
|
| 35 |
Hydraulic performance and energy dissipation effect of pit structure flow channel emitter
|
Xu, Tianyu
|
|
|
52 |
30 |
p. 143-148
|
article
|
| 36 |
Improving Monocular Depth Prediction in Ambiguous Scenes Using a Single Range Measurement
|
Brown, Jasper
|
|
|
52 |
30 |
p. 355-360
|
article
|
| 37 |
Improving Pest Bird Detection in a Vineyard Environment using Super-Resolution and Deep Learning
|
Bhusal, Santosh
|
|
|
52 |
30 |
p. 18-23
|
article
|
| 38 |
Individual Cattle Identification Using a Deep Learning Based Framework ⁎ ⁎ The authors acknowledge the support of the Meat Livestock Australia Donor Company through the project: Objective, robust, real-time animal welfare measures for the Australian red meat industry.
|
Qiao, Yongliang
|
|
|
52 |
30 |
p. 318-323
|
article
|
| 39 |
Instance Segmentation and Localization of Strawberries in Farm Conditions for Automatic Fruit Harvesting
|
Ge, Yuanyue
|
|
|
52 |
30 |
p. 294-299
|
article
|
| 40 |
Investigation of Optimal Network Architecture for Asparagus Spear Detection in Robotic Harvesting
|
Peebles, M.
|
|
|
52 |
30 |
p. 283-287
|
article
|
| 41 |
Kiwifruit detection in field images using Faster R-CNN with VGG16
|
Song, Zhenzhen
|
|
|
52 |
30 |
p. 76-81
|
article
|
| 42 |
Low-Cost Filter Selection from Spectrometer Data for Multispectral Imaging Applications ⁎ ⁎ This work was supported by Wine Australia
|
Tang, Julie
|
|
|
52 |
30 |
p. 277-282
|
article
|
| 43 |
Methodology for Stress Identification in Crop Fields Using 4D Height Data
|
Byrnes, Walker
|
|
|
52 |
30 |
p. 336-341
|
article
|
| 44 |
Modelling and Forecasting of Greenhouse Whitefly Incidence Using Time-Series and ARIMAX Analysis
|
Chiu, Lin-Ya
|
|
|
52 |
30 |
p. 196-201
|
article
|
| 45 |
Noise Tolerance Evaluation of Spread Spectrum Sound-based Positioning System for a Quadcopter in a Greenhouse
|
Huang, Zichen
|
|
|
52 |
30 |
p. 239-242
|
article
|
| 46 |
On Achieving Bounded Harvest Times in Robotic Fruit Harvesting: A Finite-Time Visual Servo Control Approach
|
Mehta, S.S.
|
|
|
52 |
30 |
p. 114-119
|
article
|
| 47 |
Online 3D Mapping and Localization System for Agricultural Robots
|
Le, Tuan
|
|
|
52 |
30 |
p. 167-172
|
article
|
| 48 |
Optimal irrigation management for large-scale arable farming using model predictive control ⁎ ⁎ The authors acknowledge the support of ‘Toeslag voor Topcon-sortia voor Kennis en Innovatie’ (TKI HTSM) from the Ministry of Economic Affairs, the Netherlands.
|
Schoonen, L.P.A.
|
|
|
52 |
30 |
p. 56-61
|
article
|
| 49 |
Path Planning for Multi-Object Push Problems in Continuous Domain
|
Swift, Marcus
|
|
|
52 |
30 |
p. 161-166
|
article
|
| 50 |
Plant Protection UAV Operation Recommendation Using Storm Framework
|
Zheng, Lihua
|
|
|
52 |
30 |
p. 213-218
|
article
|
| 51 |
Pose estimation and bin picking for deformable products
|
Joffe, Benjamin
|
|
|
52 |
30 |
p. 361-366
|
article
|
| 52 |
Prediction of Cover Crop Adoption through Machine Learning Models using Satellite-derived Data
|
Tao, Yanqiu
|
|
|
52 |
30 |
p. 137-142
|
article
|
| 53 |
Prediction of Leaf Water Content in Maize Seedlings Based on Hyperspectral Information
|
Gao, Yang
|
|
|
52 |
30 |
p. 263-269
|
article
|
| 54 |
Prediction of Total Nitrogen Content in Different Soil Types Based on Spectroscopy
|
Yao, Xiangqian
|
|
|
52 |
30 |
p. 270-276
|
article
|
| 55 |
Purity detection of goat milk based on electronic tongue and improved artificial fish swarm optimized extreme learning machine
|
Han, Hui
|
|
|
52 |
30 |
p. 391-396
|
article
|
| 56 |
Remote-Control System for Greenhouse Based on Open Source Hardware
|
Wu, Yong
|
|
|
52 |
30 |
p. 178-183
|
article
|
| 57 |
Research on Boundary Recognition and Extraction Method of Field Operation Area based on UAV Remote Sensing Images
|
Wang, Ling
|
|
|
52 |
30 |
p. 231-238
|
article
|
| 58 |
Research on Carrot Grading Based on Machine Vision Feature Parameters
|
Xie, Weijun
|
|
|
52 |
30 |
p. 30-35
|
article
|
| 59 |
Research on Carrot Surface Defect Detection Methods Based on Machine Vision
|
Xie, Weijun
|
|
|
52 |
30 |
p. 24-29
|
article
|
| 60 |
Risk-averse Optimization for Improving Harvesting Efficiency of Autonomous Systems through Human Collaboration
|
Rysz, M.
|
|
|
52 |
30 |
p. 207-212
|
article
|
| 61 |
Robust H ∞ loop-shaping controller design for temperature and air flows control of a passive nonlinear air conditioning unit
|
Tawegoum, R.
|
|
|
52 |
30 |
p. 184-189
|
article
|
| 62 |
Soil moisture forecasting for irrigation recommendation
|
Brinkhoff, James
|
|
|
52 |
30 |
p. 385-390
|
article
|
| 63 |
Studies on Parameter Extraction and Pruning of Tall-spindle Apple Trees Based on 2D Laser Scanner
|
Bai, Jing
|
|
|
52 |
30 |
p. 349-354
|
article
|
| 64 |
The development of autonomous navigation and obstacle avoidance for a robotic mower using machine vision technique
|
Inoue, Kosuke
|
|
|
52 |
30 |
p. 173-177
|
article
|
| 65 |
Towards Active Robotic Vision in Agriculture: A Deep Learning Approach to Visual Servoing in Occluded and Unstructured Protected Cropping Environments
|
Zapotezny-Anderson, Paul
|
|
|
52 |
30 |
p. 120-125
|
article
|
| 66 |
Tractor fuel rate modeling and simulation using switching Markov chains on CAN-Bus data
|
S. Paraforos, Dimitrios
|
|
|
52 |
30 |
p. 379-384
|
article
|
| 67 |
Use of Unmanned Aerial Vehicles for Livestock Monitoring based on Streaming K-Means Clustering ⁎ ⁎ This work was supported by the Australian Research Council.
|
Li, Xiaohui
|
|
|
52 |
30 |
p. 324-329
|
article
|
| 68 |
Variable Rate Liquid Fertilizer Applicator for Deep-fertilization in Precision Farming Based on ZigBee Technology
|
Xiuyun, Xue
|
|
|
52 |
30 |
p. 43-50
|
article
|
Journal description