Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images

Quantifying Lodging Percentage and Lodging Severity Using a UAV-Based Canopy Height Model Combined with an Objective Threshold Approach

(2019) Norman Wilke et al.   Remote Sensing

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

(2019) Qi Yang et al.   FIELD CROPS RESEARCH

Remote sensing-based crop lodging assessment: Current status and perspectives

(2019) Sugandh Chauhan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Impact of Texture Information on Crop Classification with Machine Learning and UAV Images

(2019) Geun-Ho Kwak et al.   Applied Sciences-Basel

Fully convolutional network for rice seedling and weed image segmentation at the seedling stage in paddy fields

(2019) Xu Ma et al.   PLoS One

Monitoring of maize lodging using multi-temporal Sentinel-1 SAR data

(2019) Meiyan Shu et al.   ADVANCES IN SPACE RESEARCH

Use of Unmanned Aerial Vehicle Imagery and Deep Learning UNet to Extract Rice Lodging

(2019) Zhao et al.   SENSORS

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   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

WeedMap: A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming

(2018) Inkyu Sa et al.   Remote Sensing

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images

(2018) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

Characterizing Lodging Damage in Wheat and Canola Using Radarsat-2 Polarimetric SAR Data

(2017) Lingli Zhao et al.   Remote Sensing Letters

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery

(2017) Ming-Der Yang et al.   Remote Sensing

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Systematic image quality assessment for sewer inspection

(2010) Ming-Der Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Verification of color vegetation indices for automated crop imaging applications

(2008) George E. Meyer et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE