A high-precision detection method of hydroponic lettuce seedlings status based on improved Faster RCNN

Deep localization model for intra-row crop detection in paddy field

(2020) Shuangping Huang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Design and implementation of anti-leakage planting system for transplanting machine based on fuzzy information

(2020) Xin Jin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning based segmentation for automated training of apple trees on trellis wires

(2020) Yaqoob Majeed et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning-based detection of seedling development

(2020) Salma Samiei et al.   Plant Methods

A review of computer vision technologies for plant phenotyping

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

Evaluation of cotton emergence using UAV-based imagery and deep learning

(2020) Aijing Feng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic Counting of in situ Rice Seedlings from UAV Images Based on a Deep Fully Convolutional Neural Network

(2019) Jintao Wu et al.   Remote Sensing

Maize seedling detection under different growth stages and complex field environments based on an improved Faster R–CNN

(2019) Longzhe Quan et al.   BIOSYSTEMS ENGINEERING

Application of chlorophyll fluorescence imaging technique in analysis and detection of chilling injury of tomato seedlings

(2019) Zhenfen Dong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

DeepSeedling: deep convolutional network and Kalman filter for plant seedling detection and counting in the field

(2019) Yu Jiang et al.   Plant Methods

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Focal loss for dense object detection

(2018) Tsung-Yi Lin 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

Deep learning

(2015) Yann LeCun et al.   NATURE

Automatic image-based detection technology for two critical growth stages of maize: Emergence and three-leaf stage

(2013) Zhenghong Yu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Machine vision techniques for the evaluation of seedling quality based on leaf area

(2013) Jun H. Tong et al.   BIOSYSTEMS ENGINEERING