An intelligent system for crop identification and classification from UAV images using conjugated dense convolutional neural network

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

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

The Influence of the Activation Function in a Convolution Neural Network Model of Facial Expression Recognition

(2020) Yingying Wang et al.   Applied Sciences-Basel

A near real-time deep learning approach for detecting rice phenology based on UAV images

(2020) Qi Yang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer – a case study of small farmlands in the South of China

(2020) Liang Wan et al.   AGRICULTURAL AND FOREST METEOROLOGY

WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF

(2020) Yanfei Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Validation of agronomic UAV and field measurements for tomato varieties

(2019) Juan Enciso et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature

(2019) Chunyan Yu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Road Segmentation of Unmanned Aerial Vehicle Remote Sensing Images Using Adversarial Network With Multiscale Context Aggregation

(2019) Yuxia Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks

(2019) Everton Castelao Tetila et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Tobacco Plant Detection in UAV Images via Deep Neural Networks

(2018) Zhun Fan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Robust Vehicle Detection in Aerial Images Using Bag-of-Words and Orientation Aware Scanning

(2018) Hailing Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Early season weed mapping in rice crops using multi-spectral UAV data

(2018) Daniela Stroppiana et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A half-Gaussian fitting method for estimating fractional vegetation cover of corn crops using unmanned aerial vehicle images

(2018) Linyuan Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Detection and analysis of large-scale WT blade surface cracks based on UAV-taken images

(2018) Lin Peng et al.   IET Image Processing

Car detection and classification using cascade model

(2018) Jun Liang et al.   IET Intelligent Transport Systems

Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images

(2018) M Bah et al.   Remote Sensing

Precise Real-Time Detection of Nonforested Areas With UAVs

(2017) Henry O. Cruz et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

Crop Classification Based on Feature Band Set Construction and Object-Oriented Approach Using Hyperspectral Images

(2016) Xia Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops

(2015) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image

(2012) Cavalli et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing