Visual classification of apple bud-types via attention-guided data enrichment network

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

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

Automatic non-destructive video estimation of maturation levels in Fuji apple (Malus Malus pumila) fruit in orchard based on colour (Vis) and spectral (NIR) data

(2020) Razieh Pourdarbani et al.   BIOSYSTEMS ENGINEERING

Semantic segmentation of sparse 3D point cloud based on geometrical features for trellis-structured apple orchard

(2020) Lihua Zeng et al.   BIOSYSTEMS ENGINEERING

Graph weeds net: A graph-based deep learning method for weed recognition

(2020) Kun Hu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Cotton pests classification in field-based images using deep residual networks

(2020) Adão Nunes Alves et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using deep transfer learning for image-based plant disease identification

(2020) Junde Chen 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

Multi-class object detection using faster R-CNN and estimation of shaking locations for automated shake-and-catch apple harvesting

(2020) Jing Zhang 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

On line detection of defective apples using computer vision system combined with deep learning methods

(2020) Shuxiang Fan et al.   JOURNAL OF FOOD ENGINEERING

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

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

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

Cucumber leaf disease identification with global pooling dilated convolutional neural network

(2019) Shanwen Zhang 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

High crop load and low temperature delay the onset of bud initiation in apple

(2019) Julian Kofler et al.   Scientific Reports

Development and Evaluation of a Fuzzy Inference System and a Neuro-Fuzzy Inference System for Grading Apple Quality

(2018) E.I Papageorgiou et al.   APPLIED ARTIFICIAL INTELLIGENCE

Apple flower detection using deep convolutional networks

(2018) Philipe A. Dias et al.   COMPUTERS IN INDUSTRY

Grapevine buds detection and localization in 3D space based on Structure from Motion and 2D image classification

(2018) Carlos Ariel Díaz et al.   COMPUTERS IN INDUSTRY

Fine-tuning Convolutional Neural Networks for Fine Art Classification

(2018) Eva Cetinic et al.   EXPERT SYSTEMS WITH APPLICATIONS

Branch detection for apple trees trained in fruiting wall architecture using depth features and Regions-Convolutional Neural Network (R-CNN)

(2018) Jing Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic Question Classifiers: A Systematic Review

(2018) Valtemir A. Silva et al.   IEEE Transactions on Learning Technologies

Experiments using deep learning for dermoscopy image analysis

(2017) Cristina Nader Vasconcelos et al.   PATTERN RECOGNITION LETTERS

A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition

(2017) Alvaro Fuentes et al.   SENSORS

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

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

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

Identification of pruning branches in tall spindle apple trees for automated pruning

(2014) Manoj Karkee et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Grading and color evolution of apples using RGB and hyperspectral imaging vision cameras

(2012) Cristóbal Garrido-Novell et al.   JOURNAL OF FOOD ENGINEERING