Deep learning based banana plant detection and counting using high-resolution red-green-blue (RGB) images collected from unmanned aerial vehicle (UAV)

Deep learning in agriculture: A survey

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

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

(2018) Huasheng Huang et al.   PLoS One

Deep Learning: Individual Maize Segmentation From Terrestrial Lidar Data Using Faster R-CNN and Regional Growth Algorithms

(2018) Shichao Jin et al.   Frontiers in Plant Science

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest

(2017) Midhun Mohan et al.   Forests

Digital Counts of Maize Plants by Unmanned Aerial Vehicles (UAVs)

(2017) Friederike Gnädinger et al.   Remote Sensing

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

Deep learning

(2015) Yann LeCun et al.   NATURE

Efficient Framework for Palm Tree Detection in UAV Images

(2014) Salim Malek et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data

(2014) Luke Wallace et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Oil Palm Tree Detection with High Resolution Multi-Spectral Satellite Imagery

(2014) Panu Srestasathiern et al.   Remote Sensing

Mapping Banana Plants from High Spatial Resolution Orthophotos to Facilitate Plant Health Assessment

(2014) Kasper Johansen et al.   Remote Sensing

Chlorophyll Breakdown in Senescent Banana Leaves: Catabolism Reprogrammed for Biosynthesis of Persistent Blue Fluorescent Tetrapyrroles

(2013) Clemens Vergeiner et al.   CHEMISTRY-A EUROPEAN JOURNAL

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

The application of small unmanned aerial systems for precision agriculture: a review

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE

An Automated Technique for Generating Georectified Mosaics from Ultra-High Resolution Unmanned Aerial Vehicle (UAV) Imagery, Based on Structure from Motion (SfM) Point Clouds

(2012) Darren Turner et al.   Remote Sensing

Remote Sensing Leaf Chlorophyll Content Using a Visible Band Index

(2011) E. Raymond Hunt et al.   AGRONOMY JOURNAL

A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing

(2011) Yinghai Ke et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Survey on Transfer Learning

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