Score-based mask edge improvement of Mask-RCNN for segmentation of fruit and vegetables

Class distribution-aware adaptive margins and cluster embedding for classification of fruit and vegetables at supermarket self-checkouts

(2021) Khurram Hameed et al.   NEUROCOMPUTING

Texture-based latent space disentanglement for enhancement of a training dataset for ANN-based classification of fruit and vegetables

(2021) Khurram Hameed et al.   Information Processing in Agriculture

BshapeNet: Object detection and instance segmentation with bounding shape masks

(2020) Ba Rom Kang et al.   PATTERN RECOGNITION LETTERS

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

Applications of Deep Learning for Dense Scenes Analysis in Agriculture: A Review

(2020) Qian Zhang et al.   SENSORS

Recognition and Localization Methods for Vision-Based Fruit Picking Robots: A Review

(2020) Yunchao Tang et al.   Frontiers in Plant Science

A Review of Convolutional Neural Network Applied to Fruit Image Processing

(2020) José Naranjo-Torres et al.   Applied Sciences-Basel

Three-dimensional perception of orchard banana central stock enhanced by adaptive multi-vision technology

(2020) Mingyou Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Sample Weight and AdaBoost CNN-Based Coarse to Fine Classification of Fruit and Vegetables at a Supermarket Self-Checkout

(2020) Khurram Hameed et al.   Applied Sciences-Basel

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

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

Fruit detection in natural environment using partial shape matching and probabilistic Hough transform

(2019) Guichao Lin et al.   PRECISION 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

Faster training of Mask R-CNN by focusing on instance boundaries

(2019) Roland S. Zimmermann et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Fast implementation of real-time fruit detection in apple orchards using deep learning

(2019) Hanwen Kang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A simple and efficient method for automatic strawberry shape and size estimation and classification

(2018) Lin Mar Oo et al.   BIOSYSTEMS ENGINEERING

A methodology for fresh tomato maturity detection using computer vision

(2018) Peng Wan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multi-class fruit detection based on image region selection and improved object proposals

(2018) Hulin Kuang et al.   NEUROCOMPUTING

A comprehensive review of fruit and vegetable classification techniques

(2018) Khurram Hameed et al.   IMAGE AND VISION COMPUTING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan 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

Performance Evaluation of a Harvesting Robot for Sweet Pepper

(2017) C. Wouter Bac 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

Colour-agnostic shape-based 3D fruit detection for crop harvesting robots

(2016) Ehud Barnea et al.   BIOSYSTEMS ENGINEERING

Machine vision for counting fruit on mango tree canopies

(2016) W. S. Qureshi et al.   PRECISION AGRICULTURE

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Immature peach detection in colour images acquired in natural illumination conditions using statistical classifiers and neural network

(2013) Ferhat Kurtulmus et al.   PRECISION AGRICULTURE

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

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

Query-level loss functions for information retrieval

(2007) Tao Qin et al.   INFORMATION PROCESSING & MANAGEMENT