Citrus Tree Crown Segmentation of Orchard Spraying Robot Based on RGB-D Image and Improved Mask R-CNN

Multi-Species Individual Tree Segmentation and Identification Based on Improved Mask R-CNN and UAV Imagery in Mixed Forests

(2022) Chong Zhang et al.   Remote Sensing

Fusion of Mask RCNN and attention mechanism for instance segmentation of apples under complex background

(2022) Dandan Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Visual recognition of cherry tomatoes in plant factory based on improved deep instance segmentation

(2022) Penghui Xu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection

(2022) Zhen Liu et al.   MEASUREMENT

Deep Learning Diagnostics of Gray Leaf Spot in Maize under Mixed Disease Field Conditions

(2022) Hamish A. Craze et al.   Plants-Basel

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks

(2022) Danyu Wang et al.   Remote Sensing

Grape Cluster Real-Time Detection in Complex Natural Scenes Based on YOLOv5s Deep Learning Network

(2022) Chuandong Zhang et al.   Agriculture-Basel

Automatic recognition of pavement cracks from combined GPR B-scan and C-scan images using multiscale feature fusion deep neural networks

(2022) Zhen Liu et al.   AUTOMATION IN CONSTRUCTION

Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN

(2022) Zhen Liu et al.   AUTOMATION IN CONSTRUCTION

Development of a LiDAR-guided section-based tree canopy density measurement system for precision spray applications

(2021) Md Sultan Mahmud et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

(2021) Anastasiia Safonova et al.   SENSORS

Three-dimensional reconstruction of guava fruits and branches using instance segmentation and geometry analysis

(2021) Guichao Lin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance

(2021) Zhen Liu et al.   Remote Sensing

Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

(2021) Zhenbang Hao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Field evaluations of a deep learning-based intelligent spraying robot with flow control for pear orchards

(2021) Jaehwi Seol et al.   PRECISION AGRICULTURE

CMPC: An Innovative Lidar-Based Method to Estimate Tree Canopy Meshing-Profile Volumes for Orchard Target-Oriented Spray

(2021) Chenchen Gu et al.   SENSORS

Orchard Mapping with Deep Learning Semantic Segmentation

(2021) Athanasios Anagnostis et al.   SENSORS

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

(2021) José Augusto Correa Martins et al.   Remote Sensing

Comparison of Orchard Target-Oriented Spraying Systems Using Photoelectric or Ultrasonic Sensors

(2021) Hanjie Dou et al.   Agriculture-Basel

Pesticide spraying robot for precision agriculture: A categorical literature review and future trends

(2021) Ashish T. Meshram et al.   Journal of Field Robotics

Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus

(2021) Natalie L. R. Love et al.   Plants-Basel

Control of Insect Pests and Diseases in an Ohio Fruit Farm with a Laser-guided Intelligent Sprayer

(2020) Liming Chen et al.   HORTTECHNOLOGY

Techno-economic impacts of using a laser-guided variable-rate spraying system to retrofit conventional constant-rate sprayers

(2020) Ashish Manandhar et al.   PRECISION AGRICULTURE

A spraying path planning algorithm based on colour-depth fusion segmentation in peach orchards

(2020) Guandong Gao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An algorithm to automate the filtering and classifying of 2D LiDAR data for site-specific estimations of canopy height and width in vineyards

(2020) Anice Cheraïet et al.   BIOSYSTEMS ENGINEERING

An intelligent spraying robot based on plant bulk volume

(2020) Hojat Hejazipoor et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Site-specific orchard sprayer equipped with machine vision for chemical usage management

(2019) Habil Asaei et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An infrared target intrusion detection method based on feature fusion and enhancement

(2019) Xiaodong Hu et al.   Defence Technology

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

In-field high throughput grapevine phenotyping with a consumer-grade depth camera

(2018) Annalisa Milella et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

A Canopy Density Model for Planar Orchard Target Detection Based on Ultrasonic Sensors

(2016) Hanzhe Li et al.   SENSORS

Design and testing of an automated system for targeted spraying in orchards

(2016) M. Hočevar et al.   Journal of Plant Diseases and Protection

Ultrasonic sensing of pistachio canopy for low-volume precision spraying

(2015) Hossein Maghsoudi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel transferable individual tree crown delineation model based on Fishing Net Dragging and boundary classification

(2015) Tao Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

“Smart” sprayer technology provides environmental and economic benefits in California orchards

(2012) Durham K. Giles et al.   CALIFORNIA AGRICULTURE