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

Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture

(2019) Petra Bosilj et al.   Journal of Field Robotics

Robust joint stem detection and crop‐weed classification using image sequences for plant‐specific treatment in precision farming

(2019) Philipp Lottes et al.   Journal of Field Robotics

Visual features based boosted classification of weeds for real-time selective herbicide sprayer systems

(2018) Jamil Ahmad et al.   COMPUTERS IN INDUSTRY

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

Field spectroscopy for weed detection in wheat and chickpea fields

(2013) Uri Shapira et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support Vector Machines for crop/weeds identification in maize fields

(2012) J.M. Guerrero et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of images of wheat, ryegrass and brome grass species at early growth stages using principal component analysis

(2011) Mahmood R Golzarian et al.   Plant Methods

Autonomous robotic weed control systems: A review

(2007) D.C. Slaughter et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE