Fast and accurate detection of kiwifruit in orchard using improved YOLOv3-tiny model

Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry

(2020) Jordi Gené-Mola et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

YOLO-Tomato: A Robust Algorithm for Tomato Detection Based on YOLOv3

(2020) Guoxu Liu et al.   SENSORS

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

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

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

Multi-class fruit-on-plant detection for apple in SNAP system using Faster R-CNN

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

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

Robotic kiwifruit harvesting using machine vision, convolutional neural networks, and robotic arms

(2019) Henry A.M. Williams et al.   BIOSYSTEMS ENGINEERING

Color-, depth-, and shape-based 3D fruit detection

(2019) Guichao Lin et al.   PRECISION AGRICULTURE

A novel image processing algorithm to separate linearly clustered kiwifruits

(2019) Longsheng Fu et al.   BIOSYSTEMS ENGINEERING

Improvements to and large‐scale evaluation of a robotic kiwifruit harvester

(2019) Henry Williams et al.   Journal of Field Robotics

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

(2019) Yang Yu 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

Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system

(2018) Mohammed A. Al-masni et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Detection of orchard citrus fruits using a monocular machine vision-based method for automatic fruit picking applications

(2018) J.J. Zhuang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery

(2018) Samet Akcay et al.   IEEE Transactions on Information Forensics and Security

Detection and counting of immature green citrus fruit based on the Local Binary Patterns (LBP) feature using illumination-normalized images

(2018) Chenglin Wang et al.   PRECISION AGRICULTURE

Fast vehicle logo detection in complex scenes

(2018) Shuo Yang et al.   OPTICS AND LASER TECHNOLOGY

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

Design, integration, and field evaluation of a robotic apple harvester

(2017) Abhisesh Silwal 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

Land-use changes from arable crop to kiwi-orchard increased nutrient surpluses and accumulation in soils

(2016) Yongli Lu et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Motion Blur-Based State Estimation

(2016) Jacopo Tani et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Classification of Kiwifruit Grades Based on Fruit Shape Using a Single Camera

(2016) Longsheng Fu et al.   SENSORS

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION