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

Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework

(2021) Muhammad Attique Khan et al.   PATTERN RECOGNITION LETTERS

Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture

(2021) Zia ur Rehman et al.   IET Image Processing

Deep learning-based apple detection using a suppression mask R-CNN

(2021) Pengyu Chu et al.   PATTERN RECOGNITION LETTERS

Fusion of the YOLOv4 network model and visual attention mechanism to detect low-quality young apples in a complex environment

(2021) Mei Jiang et al.   PRECISION AGRICULTURE

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

Fruit recognition based on pulse coupled neural network and genetic Elman algorithm application in apple harvesting robot

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

Instance segmentation of apple flowers using the improved mask R–CNN model

(2020) Yunong Tian et al.   BIOSYSTEMS ENGINEERING

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

Fruit detection, segmentation and 3D visualisation of environments in apple orchards

(2020) Hanwen Kang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of consumer RGB-D cameras for fruit detection and localization in field: A critical review

(2020) Longsheng Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming

(2019) Yongliang Qiao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A segmentation method of red apple image

(2019) Jidong Lv et al.   SCIENTIA HORTICULTURAE

Fruit Detection and Segmentation for Apple Harvesting Using Visual Sensor in Orchards

(2019) Kang et al.   SENSORS

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A segmentation method of bagged green apple image

(2018) Jidong Lv et al.   SCIENTIA HORTICULTURAE

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

Detection of red and bicoloured apples on tree with an RGB-D camera

(2016) Tien Thanh Nguyen et al.   BIOSYSTEMS ENGINEERING

Apple crop-load estimation with over-the-row machine vision system

(2016) A. Gongal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review of key techniques of vision-based control for harvesting robot

(2016) Yuanshen Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Apple detection in nighttime tree images using the geometry of light patches around highlights

(2015) Raphael Linker et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Location of apples in trees using stereoscopic vision

(2015) Yongsheng Si et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Sensors and systems for fruit detection and localization: A review

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

Vision-based localisation of mature apples in tree images using convexity

(2014) Eliyahu (Efim) Kelman et al.   BIOSYSTEMS ENGINEERING

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

(2012) Rong Zhou et al.   PRECISION 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

Determination of the number of green apples in RGB images recorded in orchards

(2011) Raphael Linker et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Low and high-level visual feature-based apple detection from multi-modal images

(2010) J. P. Wachs et al.   PRECISION AGRICULTURE