A deep convolutional neural network-based wavelength selection method for spectral characteristics of rice blast disease

Diagnosing the symptoms of sheath blight disease on rice stalk with an in-situ hyperspectral imaging technique

(2021) Jingcheng Zhang et al.   BIOSYSTEMS ENGINEERING

Identification of soybean varieties based on hyperspectral imaging technology and one‐dimensional convolutional neural network

(2021) Hao Li et al.   JOURNAL OF FOOD PROCESS ENGINEERING

Classification of soybean frogeye leaf spot disease using leaf hyperspectral reflectance

(2021) Shuang Liu et al.   PLoS One

Rice Leaf Blast Classification Method Based on Fused Features and One-Dimensional Deep Convolutional Neural Network

(2021) Shuai Feng et al.   Remote Sensing

Non-destructive detection and recognition of pesticide residues on garlic chive (Allium tuberosum) leaves based on short wave infrared hyperspectral imaging and one-dimensional convolutional neural network

(2021) Weiwen He et al.   Journal of Food Measurement and Characterization

A residual network with attention module for hyperspectral information of recognition to trace the origin of rice

(2021) Hong Men et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Band Selection With the Explanatory Gradient Saliency Maps of Convolutional Neural Networks

(2020) Lei Zhao et al.   IEEE Geoscience and Remote Sensing Letters

A Study of Nitrogen Deficiency Inversion in Rice Leaves Based on the Hyperspectral Reflectance Differential

(2020) Fenghua Yu et al.   Frontiers in Plant Science

Early Detection of Magnaporthe oryzae-Infected Barley Leaves and Lesion Visualization Based on Hyperspectral Imaging

(2019) Rui-Qing Zhou et al.   Frontiers in Plant Science

Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging

(2019) Zhifeng Yao et al.   SENSORS

Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection

(2019) Akrem Sellami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Plant disease identification using explainable 3D deep learning on hyperspectral images

(2019) Koushik Nagasubramanian et al.   Plant Methods

Monitoring plant diseases and pests through remote sensing technology: A review

(2019) Jingcheng Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Identification of Fusarium Head Blight in Winter Wheat Ears Using Continuous Wavelet Analysis

(2019) Huiqin Ma et al.   SENSORS

Leaf and canopy reflectance spectrometry applied to the estimation of angular leaf spot disease severity of common bean crops

(2018) Víctor Martínez-Martínez et al.   PLoS One

Detection of rice sheath blight using an unmanned aerial system with high-resolution color and multispectral imaging

(2018) Dongyan Zhang et al.   PLoS One

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image

(2018) Fulin Luo et al.   IEEE Transactions on Cybernetics

Hyperspectral Band Selection Based on Deep Convolutional Neural Network and Distance Density

(2017) Ying Zhan et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

(2017) Junshi Xia et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples

(2016) Junshi Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Random frog: An efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification

(2012) Hong-Dong Li et al.   ANALYTICA CHIMICA ACTA

Spectral discrimination of healthy and Ganoderma-infected oil palms from hyperspectral data

(2011) Helmi Z. M. Shafri et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

(2009) Hongdong Li et al.   ANALYTICA CHIMICA ACTA