An open source workflow for weed mapping in native grassland using unmanned aerial vehicle: using Rumex obtusifolius as a case study

Deep learning versus Object-based Image Analysis (OBIA) in weed mapping of UAV imagery

(2020) Huasheng Huang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

(2018) Junfeng Gao et al.   International Journal of Applied Earth Observation and Geoinformation

The potential of Unmanned Aerial Systems: A tool towards precision classification of hard-to-distinguish vegetation types?

(2018) Jan Komárek et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2018) Huasheng Huang et al.   PLoS One

On the Use of Unmanned Aerial Systems for Environmental Monitoring

(2018) Salvatore Manfreda et al.   Remote Sensing

Nutritive value of broad-leaved dock (Rumex obtusifolius L.) and its effect on the quality of grass silages

(2018) S. Hejduk et al.   CZECH JOURNAL OF ANIMAL SCIENCE

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

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

Fully Convolutional Networks for Semantic Segmentation

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

Efficient and robust deep networks for semantic segmentation

(2017) Gabriel L Oliveira et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Image-based recognition framework for robotic weed control systems

(2017) Tsampikos Kounalakis et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Timing Is Important: Unmanned Aircraft vs. Satellite Imagery in Plant Invasion Monitoring

(2017) Jana Müllerová et al.   Frontiers in Plant Science

Identifying species from the air: UAVs and the very high resolution challenge for plant conservation

(2017) Susana Baena et al.   PLoS One

Object-based early monitoring of a grass weed in a grass crop using high resolution UAV imagery

(2016) Francisca López-Granados et al.   Agronomy for Sustainable Development

A survey of image processing techniques for plant extraction and segmentation in the field

(2016) Esmael Hamuda et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping of riparian invasive species with supervised classification of Unmanned Aerial System (UAS) imagery

(2016) Adrien Michez et al.   International Journal of Applied Earth Observation and Geoinformation

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes

(2013) Shuhan Shen   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Classification of crops and weeds from digital images: A support vector machine approach

(2012) Faisal Ahmed et al.   CROP PROTECTION

Robust Crop and Weed Segmentation under Uncontrolled Outdoor Illumination

(2011) Hong Y. Jeon et al.   SENSORS

A robot to detect and control broad-leaved dock (Rumex obtusifolius L.) in grassland

(2010) Frits K. van Evert et al.   Journal of Field Robotics

A systematic analysis of performance measures for classification tasks

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