Estimation of Leaf Nitrogen Content in Wheat Based on Fusion of Spectral Features and Deep Features from Near Infrared Hyperspectral Imagery

Aerial hyperspectral imagery and deep neural networks for high-throughput yield phenotyping in wheat

(2020) Ali Moghimi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimation Method of Soluble Solid Content in Peach Based on Deep Features of Hyperspectral Imagery

(2020) Baohua Yang et al.   SENSORS

Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding

(2019) Yunsong Li et al.   Remote Sensing

Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification

(2019) Md. Palash Uddin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Detection of Type, Blended Ratio, and Mixed Ratio of Pu’er Tea by Using Electronic Nose and Visible/Near Infrared Spectrometer

(2019) Sai Xu et al.   SENSORS

Hyperspectral-based Estimation of Leaf Nitrogen Content in Corn Using Optimal Selection of Multiple Spectral Variables

(2019) Fan et al.   SENSORS

PM2.5 Prediction Based on Random Forest, XGBoost, and Deep Learning Using Multisource Remote Sensing Data

(2019) Mehdi Zamani Joharestani et al.   Atmosphere

Quantitative analysis and hyperspectral remote sensing of the nitrogen nutrition index in winter wheat

(2019) Haiying Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A newly developed method to extract the optimal hyperspectral feature for monitoring leaf biomass in wheat

(2019) Min Jia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Residual deep PCA-based feature extraction for hyperspectral image classification

(2019) Minchao Ye et al.   NEURAL COMPUTING & APPLICATIONS

Evaluation of Aboveground Nitrogen Content of Winter Wheat Using Digital Imagery of Unmanned Aerial Vehicles

(2019) Baohua Yang et al.   SENSORS

Deep feature selection using a teacher-student network

(2019) Ali Mirzaei et al.   NEUROCOMPUTING

Cross-Category Tea Polyphenols Evaluation Model Based on Feature Fusion of Electronic Nose and Hyperspectral Imagery

(2019) Baohua Yang et al.   SENSORS

Gabor feature-based composite kernel method for hyperspectral image classification

(2018) Heng-Chao Li et al.   ELECTRONICS LETTERS

Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Supervised Deep Feature Extraction for Hyperspectral Image Classification

(2018) Bing Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-scale object detection in remote sensing imagery with convolutional neural networks

(2018) Zhipeng Deng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

3D discrete wavelet transform-based feature extraction for hyperspectral face recognition

(2018) Aman Ghasemzadeh et al.   IET Biometrics

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification

(2018) Fahim Irfan Alam et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improving High-Throughput Phenotyping Using Fusion of Close-Range Hyperspectral Camera and Low-Cost Depth Sensor

(2018) Peikui Huang et al.   SENSORS

Detection and analysis of wheat spikes using Convolutional Neural Networks

(2018) Md Mehedi Hasan et al.   Plant Methods

A Comparative Assessment of Different Modeling Algorithms for Estimating Leaf Nitrogen Content in Winter Wheat Using Multispectral Images from an Unmanned Aerial Vehicle

(2018) Hengbiao Zheng et al.   Remote Sensing

MugNet: Deep learning for hyperspectral image classification using limited samples

(2017) Bin Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification

(2017) Xiangyong Cao et al.   NEUROCOMPUTING

Assessing the Spectral Properties of Sunlit and Shaded Components in Rice Canopies with Near-Ground Imaging Spectroscopy Data

(2017) Kai Zhou et al.   SENSORS

Estimating canopy leaf nitrogen concentration in winter wheat based on multi-angular hyperspectral remote sensing

(2016) Li He et al.   EUROPEAN JOURNAL OF AGRONOMY

Remote detection of canopy leaf nitrogen concentration in winter wheat by using water resistance vegetation indices from in-situ hyperspectral data

(2016) Wei Feng et al.   FIELD CROPS RESEARCH

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification

(2015) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

(2015) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning-Based Classification of Hyperspectral Data

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

Detecting leaf nitrogen content in wheat with canopy hyperspectrum under different soil backgrounds

(2014) X. Yao et al.   International Journal of Applied Earth Observation and Geoinformation

Assessing the Robustness of Vegetation Indices to Estimate Wheat N in Mediterranean Environments

(2014) Davide Cammarano et al.   Remote Sensing

Winter wheat biomass estimation based on spectral indices, band depth analysis and partial least squares regression using hyperspectral measurements

(2013) Yuanyuan Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in Wheat

(2011) Nathalie Vigneau et al.   FIELD CROPS RESEARCH

New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat

(2010) Pengfei Chen et al.   REMOTE SENSING OF ENVIRONMENT

Financial time series forecasting using independent component analysis and support vector regression

(2009) Chi-Jie Lu et al.   DECISION SUPPORT SYSTEMS

Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

(2009) T.V. Bandos et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING