Accurate Weed Mapping and Prescription Map Generation Based on Fully Convolutional Networks Using UAV Imagery

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A fully convolutional network for weed mapping of unmanned aerial vehicle (UAV) imagery

(2018) Huasheng Huang et al.   PLoS One

A Semantic Labeling Approach for Accurate Weed Mapping of High Resolution UAV Imagery

(2018) Huasheng Huang et al.   SENSORS

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery

(2018) Ana de Castro et al.   Remote Sensing

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mechanism of resistance to cyhalofop-butyl in Chinese sprangletop ( Leptochloa chinensis (L.) Nees)

(2017) Jiaxing Yu et al.   PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY

Effective Fusion of Multi-Modal Remote Sensing Data in a Fully Convolutional Network for Semantic Labeling

(2017) Wenkai Zhang et al.   Remote Sensing

Assessing the potential of images from unmanned aerial vehicles (UAV) to support herbicide patch spraying in maize

(2016) F. Castaldi et al.   PRECISION AGRICULTURE

Fleets of robots for environmentally-safe pest control in agriculture

(2016) Pablo Gonzalez-de-Santos et al.   PRECISION AGRICULTURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Early season weed mapping in sunflower using UAV technology: variability of herbicide treatment maps against weed thresholds

(2015) Francisca López-Granados et al.   PRECISION AGRICULTURE

Feature Learning Based Approach for Weed Classification Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV

(2014) Calvin Hung et al.   Remote Sensing

Weed Mapping in Early-Season Maize Fields Using Object-Based Analysis of Unmanned Aerial Vehicle (UAV) Images

(2013) José Manuel Peña et al.   PLoS One

High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision

(2013) Jonathan P. Dandois et al.   REMOTE SENSING OF ENVIRONMENT

Current status and future directions of precision aerial application for site-specific crop management in the USA

(2010) Yubin Lan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatial and temporal dynamics of Apera spica-venti seedling populations

(2009) H. Nordmeyer   CROP PROTECTION

How many hidden layers and nodes?

(2009) D. Stathakis   INTERNATIONAL JOURNAL OF REMOTE SENSING