Plant image recognition with deep learning: A review

Real-time determination of flowering period for field wheat based on improved YOLOv5s model

(2023) Xubin Song et al.   Frontiers in Plant Science

Cotton leaf segmentation with composite backbone architecture combining convolution and attention

(2023) Jingkun Yan et al.   Frontiers in Plant Science

Real-time defects detection for apple sorting using NIR cameras with pruning-based YOLOV4 network

(2022) Shuxiang Fan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic detection and severity analysis of grape black measles disease based on deep learning and fuzzy logic

(2022) Miaomiao Ji et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessment of state-of-the-art deep learning based citrus disease detection techniques using annotated optical leaf images

(2022) Sathian Dananjayan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic organ-level point cloud segmentation of maize shoots by integrating high-throughput data acquisition and deep learning

(2022) Yinglun Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Canopy-attention-YOLOv4-based immature/mature apple fruit detection on dense-foliage tree architectures for early crop load estimation

(2022) Shenglian Lu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic freezing-tolerant rapeseed material recognition using UAV images and deep learning

(2022) Lili Li et al.   Plant Methods

Deep learning based high-throughput phenotyping of chalkiness in rice exposed to high night temperature

(2022) Chaoxin Wang et al.   Plant Methods

Recognition of Leaf Disease Using Hybrid Convolutional Neural Network by Applying Feature Reduction

(2022) Prabhjot Kaur et al.   SENSORS

Detection Method of Citrus Psyllids With Field High-Definition Camera Based on Improved Cascade Region-Based Convolution Neural Networks

(2022) Fen Dai et al.   Frontiers in Plant Science

Outdoor Plant Segmentation With Deep Learning for High-Throughput Field Phenotyping on a Diverse Wheat Dataset

(2022) Radek Zenkl et al.   Frontiers in Plant Science

An Improved DeepLab v3+ Deep Learning Network Applied to the Segmentation of Grape Leaf Black Rot Spots

(2022) Hongbo Yuan et al.   Frontiers in Plant Science

Image-Based Automated Recognition of 31 Poaceae Species: The Most Relevant Perspectives

(2022) Michael Rzanny et al.   Frontiers in Plant Science

Plant Disease Identification Using a Novel Convolutional Neural Network

(2022) Sk Mahmudul Hassan et al.   IEEE Access

Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets

(2022) Artzai Picon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

FWDGAN-based data augmentation for tomato leaf disease identification

(2022) Mingxuan Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

LFPNet: Lightweight network on real point sets for fruit classification and segmentation

(2022) Qirui Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets

(2022) Itziar Egusquiza et al.   Frontiers in Plant Science

Rubber Leaf Disease Recognition Based on Improved Deep Convolutional Neural Networks With a Cross-Scale Attention Mechanism

(2022) Tiwei Zeng et al.   Frontiers in Plant Science

Practical cucumber leaf disease recognition using improved Swin Transformer and small sample size

(2022) Fengyi Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

SPARE: Self-supervised part erasing for ultra-fine-grained visual categorization

(2022) Xiaohan Yu et al.   PATTERN RECOGNITION

Few-shot learning based on Attn-CutMix and task-adaptive transformer for the recognition of cotton growth state

(2022) Yuhang Huang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Transformer helps identify kiwifruit diseases in complex natural environments

(2022) Xiaopeng Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An approach for characterization of infected area in tomato leaf disease based on deep learning and object detection technique

(2022) Prabhjot Kaur et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Self-Supervised Leaf Segmentation under Complex Lighting Conditions

(2022) Xufeng Lin et al.   PATTERN RECOGNITION

A detection approach for late-autumn shoots of litchi based on unmanned aerial vehicle (UAV) remote sensing

(2022) Juntao Liang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Review of Plant Phenotypic Image Recognition Technology Based on Deep Learning

(2021) Jianbin Xiong et al.   Electronics

Disease detection in tomato leaves via CNN with lightweight architectures implemented in Raspberry Pi 4

(2021) Victor Gonzalez-Huitron et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve

(2021) Lucas Costa et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Computer vision-based high-quality tea automatic plucking robot using Delta parallel manipulator

(2021) Hualin Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Semantic segmentation for partially occluded apple trees based on deep learning

(2021) Zijue Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improved multi-classes kiwifruit detection in orchard to avoid collisions during robotic picking

(2021) Rui Suo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A deep learning approach for anthracnose infected trees classification in walnut orchards

(2021) A. Anagnostis et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2021) Zhenbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Disease and pest infection detection in coconut tree through deep learning techniques

(2021) Piyush Singh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning for the differentiation of downy mildew and spider mite in grapevine under field conditions

(2021) Salvador Gutiérrez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant diseases and pests detection based on deep learning: a review

(2021) Jun Liu et al.   Plant Methods

A Deep Learning-Based Vision System Combining Detection and Tracking for Fast On-Line Citrus Sorting

(2021) Yaohui Chen et al.   Frontiers in Plant Science

Real time detection of inter-row ryegrass in wheat farms using deep learning

(2021) Daobilige Su et al.   BIOSYSTEMS ENGINEERING

Detection, classification, and mapping of coffee fruits during harvest with computer vision

(2021) Helizani Couto Bazame et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An automated zizania quality grading method based on deep classification model

(2021) Jingjun Cao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Few-shot vegetable disease recognition model based on image text collaborative representation learning

(2021) Chunshan Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Performance of deep learning models for classifying and detecting common weeds in corn and soybean production systems

(2021) Aanis Ahmad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A survey of deep learning techniques for weed detection from images

(2021) A S M Mahmudul Hasan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

L2MXception: an improved Xception network for classification of peach diseases

(2021) Na Yao et al.   Plant Methods

Early Detection of Stripe Rust in Winter Wheat Using Deep Residual Neural Networks

(2021) Michael Schirrmann et al.   Frontiers in Plant Science

Tomato Anomalies Detection in Greenhouse Scenarios Based on YOLO-Dense

(2021) Xuewei Wang et al.   Frontiers in Plant Science

Recognition of Bloom/Yield in Crop Images Using Deep Learning Models for Smart Agriculture: A Review

(2021) Bini Darwin et al.   Agronomy-Basel

A CNN-based lightweight ensemble model for detecting defective carrots

(2021) Weijun Xie et al.   BIOSYSTEMS ENGINEERING

A coarse-to-fine leaf detection approach based on leaf skeleton identification and joint segmentation

(2021) Liankuan Zhang et al.   BIOSYSTEMS ENGINEERING

Development of pixel-wise U-Net model to assess performance of cereal sowing

(2021) Hadi Karimi et al.   BIOSYSTEMS ENGINEERING

Disease classification in aubergine with local symptomatic region using deep learning models

(2021) Aravind Krishnaswamy Rangarajan et al.   BIOSYSTEMS ENGINEERING

Apple, peach, and pear flower detection using semantic segmentation network and shape constraint level set

(2021) Kaiqiong Sun et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Oil palm fresh fruit bunch ripeness classification on mobile devices using deep learning approaches

(2021) Suharjito et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improving deep learning sorghum head detection through test time augmentation

(2021) Consuelo Gonzalo-Martín et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An image segmentation method based on deep learning for damage assessment of the invasive weed Solanum rostratum Dunal

(2021) Qifan Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A system for automatic rice disease detection from rice paddy images serviced via a Chatbot

(2021) Pitchayagan Temniranrat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Early corn stand count of different cropping systems using UAV-imagery and deep learning

(2021) Chin Nee Vong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Grape stem detection using regression convolutional neural networks

(2021) Τheofanis Kalampokas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field

(2021) Kunlin Zou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Tomato plant disease detection using transfer learning with C-GAN synthetic images

(2021) Amreen Abbas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of deep convolutional neural networks for the detection of anthracnose in olives using VIS/NIR hyperspectral images

(2021) Antonio Fazari et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Recognition of rice leaf diseases and wheat leaf diseases based on multi-task deep transfer learning

(2021) Zhencun Jiang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Anchor tuning in Faster R-CNN for measuring corn silage physical characteristics

(2021) Christoffer Bøgelund Rasmussen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Grape Disease Detection Network Based on Multi-Task Learning and Attention Features

(2021) Rudresh Dwivedi et al.   IEEE SENSORS JOURNAL

Metric learning for image-based flower cultivars identification

(2021) Ruisong Zhang et al.   Plant Methods

Real-time recognition of on-branch olive ripening stages by a deep convolutional neural network

(2021) Hossein Khosravi et al.   SCIENTIA HORTICULTURAE

Identifying the Branch of Kiwifruit Based on Unmanned Aerial Vehicle (UAV) Images Using Deep Learning Method

(2021) Zijie Niu et al.   SENSORS

Automated Extraction of Phenotypic Leaf Traits of Individual Intact Herbarium Leaves from Herbarium Specimen Images Using Deep Learning Based Semantic Segmentation

(2021) Burhan Rashid Hussein et al.   SENSORS

In-Field Automatic Detection of Grape Bunches under a Totally Uncontrolled Environment

(2021) Luca Ghiani et al.   SENSORS

Review: Application of Artificial Intelligence in Phenomics

(2021) Shona Nabwire et al.   SENSORS

Occlusion Robust Wheat Ear Counting Algorithm Based on Deep Learning

(2021) Yiding Wang et al.   Frontiers in Plant Science

Grape Leaf Black Rot Detection Based on Super-Resolution Image Enhancement and Deep Learning

(2021) Jiajun Zhu et al.   Frontiers in Plant Science

Rapid Detection and Counting of Wheat Ears in the Field Using YOLOv4 with Attention Module

(2021) Baohua Yang et al.   Agronomy-Basel

Review on Convolutional Neural Network (CNN) Applied to Plant Leaf Disease Classification

(2021) Jinzhu Lu et al.   Agriculture-Basel

Prediction of the fruit development stage of sweet pepper (Capsicum annum var. annuum) by an ensemble model of convolutional and multilayer perceptron

(2021) Taewon Moon et al.   BIOSYSTEMS ENGINEERING

Channel pruned YOLO V5s-based deep learning approach for rapid and accurate apple fruitlet detection before fruit thinning

(2021) Dandan Wang et al.   BIOSYSTEMS ENGINEERING

A cucumber leaf disease severity classification method based on the fusion of DeepLabV3+ and U-Net

(2021) Chunshan Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2021) Xue Xia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Towards automatic field plant disease recognition

(2021) Penghui Gui et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Lightweight convolutional neural network model for field wheat ear disease identification

(2021) Wenxia Bao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

TeaNet: Deep learning on Near-Infrared Spectroscopy (NIR) data for the assurance of tea quality

(2021) Jingru Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Reflectance images of effective wavelengths from hyperspectral imaging for identification of Fusarium head blight-infected wheat kernels combined with a residual attention convolution neural network

(2021) Shizhuang Weng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fruit detection and load estimation of an orange orchard using the YOLO models through simple approaches in different imaging and illumination conditions

(2021) Hamzeh Mirhaji et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop disease identification and interpretation method based on multimodal deep learning

(2021) Ji Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection and classification of tea buds based on deep learning

(2021) Wenkai Xu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fast and accurate green pepper detection in complex backgrounds via an improved Yolov4-tiny model

(2021) Xu Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation

(2021) Weikuan Jia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Developing a guiding and growth status monitoring system for riding-type tea plucking machine using fully convolutional networks

(2021) Yu-Kai Lin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Real-time strawberry detection using deep neural networks on embedded system (rtsd-net): An edge AI application

(2021) Yanchao Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dual-branch, efficient, channel attention-based crop disease identification

(2021) Ronghua Gao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of dimensionality reduction methods for individual tree crown delineation using instance segmentation network and UAV multispectral imagery in urban forest

(2021) Xiangshu Xi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An intelligent system for crop identification and classification from UAV images using conjugated dense convolutional neural network

(2021) Akshay Pandey et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

RIC-Net: A plant disease classification model based on the fusion of Inception and residual structure and embedded attention mechanism

(2021) Yun Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Weed Classification Using Explainable Multi-Resolution Slot Attention

(2021) Sadaf Farkhani et al.   SENSORS

A Deep-Learning-Based Approach for Wheat Yellow Rust Disease Recognition from Unmanned Aerial Vehicle Images

(2021) Qian Pan et al.   SENSORS

An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN

(2021) Usman Afzaal et al.   SENSORS

Multi-Modal Deep Learning for Weeds Detection in Wheat Field Based on RGB-D Images

(2021) Ke Xu et al.   Frontiers in Plant Science

Fine-Grained Grape Leaf Diseases Recognition Method Based on Improved Lightweight Attention Network

(2021) Peng Wang et al.   Frontiers in Plant Science

Diseases Detection of Occlusion and Overlapping Tomato Leaves Based on Deep Learning

(2021) Xuewei Wang et al.   Frontiers in Plant Science

Diagnosis of Typical Apple Diseases: A Deep Learning Method Based on Multi-Scale Dense Classification Network

(2021) Yunong Tian et al.   Frontiers in Plant Science

Identification of Apple Leaf Diseases by Improved Deep Convolutional Neural Networks With an Attention Mechanism

(2021) Peng Wang et al.   Frontiers in Plant Science

Multi-Target Recognition of Bananas and Automatic Positioning for the Inflorescence Axis Cutting Point

(2021) Fengyun Wu et al.   Frontiers in Plant Science

Design of a Sweet Potato Transplanter Based on a Robot Arm

(2021) Zhengduo Liu et al.   Applied Sciences-Basel

Cardamom Plant Disease Detection Approach Using EfficientNetV2

(2021) Sunil C. K. et al.   IEEE Access

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

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

Automatic cucumber recognition algorithm for harvesting robots in the natural environment using deep learning and multi-feature fusion

(2020) Shihan Mao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep convolutional neural networks for image-based Convolvulus sepium detection in sugar beet fields

(2020) Junfeng Gao et al.   Plant Methods

Doing More With Less: A Multitask Deep Learning Approach in Plant Phenotyping

(2020) Andrei Dobrescu et al.   Frontiers in Plant Science

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

A segmentation method for waxberry image under orchard environment

(2020) Yijie Wang et al.   SCIENTIA HORTICULTURAE

Visual detection of green mangoes by an unmanned aerial vehicle in orchards based on a deep learning method

(2020) Juntao Xiong et al.   BIOSYSTEMS ENGINEERING

Monocular positioning of sweet peppers: An instance segmentation approach for harvest robots

(2020) Cheng Chen 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

CNN feature based graph convolutional network for weed and crop recognition in smart farming

(2020) Honghua Jiang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integrated detection of citrus fruits and branches using a convolutional neural network

(2020) C.H. Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Growing period classification of Gynura bicolor DC using GL-CNN

(2020) Xia Hao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep feature based rice leaf disease identification using support vector machine

(2020) Prabira Kumar Sethy 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

Apple Leaf Diseases Recognition Based on An Improved Convolutional Neural Network

(2020) Qian Yan et al.   SENSORS

Comparison of Object Detection and Patch-Based Classification Deep Learning Models on Mid- to Late-Season Weed Detection in UAV Imagery

(2020) Arun Narenthiran Veeranampalayam Sivakumar et al.   Remote Sensing

A Deep-Learning-Based Real-Time Detector for Grape Leaf Diseases Using Improved Convolutional Neural Networks

(2020) Xiaoyue Xie et al.   Frontiers in Plant Science

Past, Present, and Future of Face Recognition: A Review

(2020) Insaf Adjabi et al.   Electronics

A review of computer vision technologies for plant phenotyping

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

Crop yield prediction using machine learning: A systematic literature review

(2020) Thomas van Klompenburg et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Identification of cash crop diseases using automatic image segmentation algorithm and deep learning with expanded dataset

(2020) Yonghua Xiong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2020) Longsheng Fu et al.   PRECISION AGRICULTURE

Automatic extraction of wheat lodging area based on transfer learning method and deeplabv3+ network

(2020) Dongyan Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Real-time kiwifruit detection in orchard using deep learning on Android™ smartphones for yield estimation

(2020) Zhongxian Zhou 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

Exploring Google Street View with deep learning for crop type mapping

(2020) Yulin Yan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Evaluation of Wheat Resistance to Fusarium Head Blight Using Dual Mask-RCNN Deep Learning Frameworks in Computer Vision

(2020) Wen-Hao Su et al.   Remote Sensing

Tomato Fruit Detection and Counting in Greenhouses Using Deep Learning

(2020) Manya Afonso et al.   Frontiers in Plant Science

A review on weed detection using ground-based machine vision and image processing techniques

(2019) Aichen Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Characterization of food cultivation along roadside transects with Google Street View imagery and deep learning

(2019) John Ringland et al.   COMPUTERS AND ELECTRONICS IN 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

Deep learning and transfer learning features for plankton classification

(2019) Alessandra Lumini et al.   Ecological Informatics

An adaptable approach to automated visual detection of plant organs with applications in grapevine breeding

(2019) Jonatan Grimm et al.   BIOSYSTEMS ENGINEERING

Deep learning – Method overview and review of use for fruit detection and yield estimation

(2019) Anand Koirala et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Flowers, leaves or both? How to obtain suitable images for automated plant identification

(2019) Michael Rzanny et al.   Plant Methods

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

A low shot learning method for tea leaf’s disease identification

(2019) Gensheng Hu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Unsupervised deep learning and semi-automatic data labeling in weed discrimination

(2019) Alessandro dos Santos Ferreira et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Aggregating diverse deep attention networks for large-scale plant species identification

(2019) Haixi Zhang et al.   NEUROCOMPUTING

Deep Learning Techniques for Grape Plant Species Identification in Natural Images

(2019) Carlos S. Pereira et al.   SENSORS

Object Detection With Deep Learning: A Review

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

Deep Learning-Based Phenotyping System With Glocal Description of Plant Anomalies and Symptoms

(2019) Alvaro Fuentes et al.   Frontiers in Plant Science

Plant Disease Detection and Classification by Deep Learning

(2019) Saleem et al.   Plants-Basel

Research on deep learning in apple leaf disease recognition

(2019) Yong Zhong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative study of fine-tuning deep learning models for plant disease identification

(2018) Edna Chebet Too 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

Deblurring retinal optical coherence tomography via a convolutional neural network with anisotropic and double convolution layer

(2018) Jian Lian et al.   IET Computer Vision

Weed Growth Stage Estimator Using Deep Convolutional Neural Networks

(2018) Nima Teimouri et al.   SENSORS

Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification

(2018) Qiangchang Wang et al.   IEEE Journal of Biomedical and Health Informatics

Deep convolutional neural network for automatic discrimination between Fragaria × Ananassa flowers and other similar white wild flowers in fields

(2018) Ping Lin et al.   Plant Methods

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images

(2018) Lucas Abreu da Silva et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection and analysis of wheat spikes using Convolutional Neural Networks

(2018) Md Mehedi Hasan et al.   Plant Methods

Choroid segmentation from Optical Coherence Tomography with graph-edge weights learned from deep convolutional neural networks

(2017) Xiaodan Sui et al.   NEUROCOMPUTING

Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization

(2017) Xiong Xiong et al.   Plant Methods

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Bayesian network classifiers based on Gaussian kernel density

(2016) Shuang-cheng Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiclass and Binary SVM Classification: Implications for Training and Classification Users

(2008) A. Mathur et al.   IEEE Geoscience and Remote Sensing Letters