Weed Identification in Maize, Sunflower, and Potatoes with the Aid of Convolutional Neural Networks

Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends

(2020) Thorsten Hoeser et al.   Remote Sensing

Approach for Image-Based Semantic Segmentation of Canopy Cover in Pea–Oat Intercropping

(2020) Sebastian Munz et al.   Agriculture-Basel

Sensor-based mechanical weed control: Present state and prospects

(2020) Jannis Machleb et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Chimera: A Multi-Task Recurrent Convolutional Neural Network for Forest Classification and Structural Estimation

(2019) Tony Chang et al.   Remote Sensing

DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning

(2019) Alex Olsen et al.   Scientific Reports

Fig Plant Segmentation from Aerial Images Using a Deep Convolutional Encoder-Decoder Network

(2019) Jorge Fuentes-Pacheco et al.   Remote Sensing

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A fast and accurate expert system for weed identification in potato crops using metaheuristic algorithms

(2018) Sajad Sabzi et al.   COMPUTERS IN INDUSTRY

Weed Growth Stage Estimator Using Deep Convolutional Neural Networks

(2018) Nima Teimouri et al.   SENSORS

Is the current state of the art of weed monitoring suitable for site-specific weed management in arable crops?

(2018) C Fernández-Quintanilla et al.   WEED RESEARCH

Weed Mapping with UAS Imagery and a Bag of Visual Words Based Image Classifier

(2018) Michael Pflanz et al.   Remote Sensing

Estimation of plant species by classifying plants and leaves in combination

(2017) Mads Dyrmann et al.   Journal of Field Robotics

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

How Deep Learning Extracts and Learns Leaf Features for Plant Classification

(2017) Sue Han Lee et al.   PATTERN RECOGNITION

Plant species classification using deep convolutional neural network

(2016) Mads Dyrmann et al.   BIOSYSTEMS ENGINEERING

Active learning system for weed species recognition based on hyperspectral sensing

(2016) Xanthoula-Eirini Pantazi et al.   BIOSYSTEMS ENGINEERING

A review on the main challenges in automatic plant disease identification based on visible range images

(2016) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

The critical period for weed control in three corn (Zea mays L.) types

(2016) Nihat Tursun et al.   CROP PROTECTION

Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery

(2016) María Pérez-Ortiz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Towards a Second Green Revolution

(2016) Avinash C. Tyagi   IRRIGATION AND DRAINAGE

Effective Vision-based Classification for Separating Sugar Beets and Weeds for Precision Farming

(2016) Philipp Lottes et al.   Journal of Field Robotics

Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution

(2015) José Peña et al.   SENSORS

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

(2013) Victoria López et al.   INFORMATION SCIENCES

Potential use of ground-based sensor technologies for weed detection

(2013) Gerassimos G. Peteinatos et al.   PEST MANAGEMENT SCIENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT