RS-Net: robust segmentation of green overlapped apples

Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle

(2020) Zhaopeng Fu et al.   Remote Sensing

Detection and segmentation of overlapped fruits based on optimized mask R-CNN application in apple harvesting robot

(2020) Weikuan Jia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of convolutional neural networks in fruit detection and counting: A comprehensive evaluation

(2020) J.P. Vasconez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Apple harvesting robot under information technology: A review

(2020) Weikuan Jia et al.   International Journal of Advanced Robotic Systems

Faster R–CNN–based apple detection in dense-foliage fruiting-wall trees using RGB and depth features for robotic harvesting

(2020) Longsheng Fu et al.   BIOSYSTEMS ENGINEERING

A novel green apple segmentation algorithm based on ensemble U-Net under complex orchard environment

(2020) Qianwen Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

YOLACT++ Better Real-Time Instance Segmentation

(2020) Daniel Bolya et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning for real-time fruit detection and orchard fruit load estimation: benchmarking of ‘MangoYOLO’

(2019) A. Koirala et al.   PRECISION AGRICULTURE

Apple detection during different growth stages in orchards using the improved YOLO-V3 model

(2019) Yunong Tian et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multi-modal deep learning for Fuji apple detection using RGB-D cameras and their radiometric capabilities

(2019) Jordi Gené-Mola et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning – Method overview and review of use for fruit detection and yield estimation

(2019) Anand Koirala et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fruit detection for strawberry harvesting robot in non-structural environment based on Mask-RCNN

(2019) Yang Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Monitoring plant diseases and pests through remote sensing technology: A review

(2019) Jingcheng Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine learning based analysis of night-time images for yield prediction in apple orchard

(2018) Raphael Linker   BIOSYSTEMS ENGINEERING

Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization

(2018) Xiu-Shen Wei et al.   PATTERN RECOGNITION

Focal loss for dense object detection

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

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer 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

Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards

(2017) Suchet Bargoti et al.   Journal of Field Robotics

The recognition of apple fruits in plastic bags based on block classification

(2017) Xiaoyang Liu et al.   PRECISION AGRICULTURE

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

A method of segmenting apples at night based on color and position information

(2016) Xiaoyang Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping almond orchard canopy volume, flowers, fruit and yield using lidar and vision sensors

(2016) James P. Underwood et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

The Development of Mechanical Apple Harvesting Technology: A Review

(2016)   Transactions of the ASABE

Sensors and systems for fruit detection and localization: A review

(2015) A. Gongal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Harvesting Robots for High-value Crops: State-of-the-art Review and Challenges Ahead

(2014) C. Wouter Bac et al.   Journal of Field Robotics

Do We Produce Enough Fruits and Vegetables to Meet Global Health Need?

(2014) Karen R. Siegel et al.   PLoS One

Agricultural Robotics: Unmanned Robotic Service Units in Agricultural Tasks

(2013) Fernando Alfredo Auat Cheein et al.   IEEE Industrial Electronics Magazine

Using colour features of cv. ‘Gala’ apple fruits in an orchard in image processing to predict yield

(2012) Rong Zhou et al.   PRECISION AGRICULTURE

Automatic recognition vision system guided for apple harvesting robot

(2011) Wei Ji et al.   COMPUTERS & ELECTRICAL ENGINEERING

Green citrus detection using ‘eigenfruit’, color and circular Gabor texture features under natural outdoor conditions

(2011) Ferhat Kurtulmus et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detecting fruits in natural scenes by using spatial-frequency based texture analysis and multiview geometry

(2011) J. Rakun et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Yield prediction in apple orchards based on image processing

(2010) A. D. Aggelopoulou et al.   PRECISION AGRICULTURE