Application of Convolutional Neural Network-Based Feature Extraction and Data Fusion for Geographical Origin Identification of Radix Astragali by Visible/Short-Wave Near-Infrared and Near Infrared Hyperspectral Imaging

Rapid Screen of the Color and Water Content of Fresh-Cut Potato Tuber Slices Using Hyperspectral Imaging Coupled with Multivariate Analysis

(2020) Qinlin Xiao et al.   Foods

Hyperspectral image classification using CNN with spectral and spatial features integration

(2020) Radhesyam Vaddi et al.   INFRARED PHYSICS & TECHNOLOGY

Information fusion of emerging non-destructive analytical techniques for food quality authentication: A survey

(2020) Lei Zhou et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A Systematic Review of Phytochemistry, Pharmacology and Pharmacokinetics on Astragali Radix: Implications for Astragali Radix as a Personalized Medicine

(2019) Zhenzhen Guo et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Kinetic modeling of microwave extraction of polysaccharides from Astragalus membranaceus

(2019) Jun‐Hu Cheng et al.   JOURNAL OF FOOD PROCESSING AND PRESERVATION

A Hyperspectral Imaging Approach for Classifying Geographical Origins of Rhizoma Atractylodis Macrocephalae Using the Fusion of Spectrum-Image in VNIR and SWIR Ranges (VNIR-SWIR-FuSI)

(2019) Ru et al.   SENSORS

Nondestructive Determination and Visualization of Quality Attributes in Fresh and Dry Chrysanthemum morifolium Using Near-Infrared Hyperspectral Imaging

(2019) Juan He et al.   Applied Sciences-Basel

Joint deep convolutional feature representation for hyperspectral palmprint recognition

(2019) Shuping Zhao et al.   INFORMATION SCIENCES

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

Near-Infrared Hyperspectral Imaging Combined with Deep Learning to Identify Cotton Seed Varieties

(2019) Zhu et al.   MOLECULES

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

(2019) Koushik Nagasubramanian et al.   Plant Methods

Deep Learning for Soil and Crop Segmentation from Remotely Sensed Data

(2019) Jack Dyson et al.   Remote Sensing

Identification of tea based on CARS‐SWR variable optimization of visible/near‐infrared spectrum

(2019) Liu Yun et al.   JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

Sensory assessment of Cercospora beticola sporulation for phenotyping the partial disease resistance of sugar beet genotypes

(2019) Erich-Christian Oerke et al.   Plant Methods

Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification

(2019) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Discriminating geographic origin of sesame oils and determining lignans by near-infrared spectroscopy combined with chemometric methods

(2019) Yan Liu et al.   JOURNAL OF FOOD COMPOSITION AND ANALYSIS

Discovery of chemical markers for identifying species, growth mode and production area of Astragali Radix by using ultra-high-performance liquid chromatography coupled to triple quadrupole mass spectrometry

(2019) Can-Jian Wang et al.   PHYTOMEDICINE

Discrimination of Medicine Radix Astragali from Different Geographic Origins Using Multiple Spectroscopies Combined with Data Fusion Methods

(2018) Hai-Yan Wang et al.   Journal of Applied Spectroscopy

Variety Identification of Single Rice Seed Using Hyperspectral Imaging Combined with Convolutional Neural Network

(2018) Zhengjun Qiu et al.   Applied Sciences-Basel

Identification of Maize Kernel Vigor under Different Accelerated Aging Times Using Hyperspectral Imaging

(2018) Lei Feng et al.   MOLECULES

A dense convolutional neural network for hyperspectral image classification

(2018) Lu Zhi et al.   Remote Sensing Letters

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

(2017) Shaohui Mei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Determination and Visualization of Peimine and Peiminine Content in Fritillaria thunbergii Bulbi Treated by Sulfur Fumigation Using Hyperspectral Imaging with Chemometrics

(2017) Juan He et al.   MOLECULES

A Review of Mid-Infrared and Near-Infrared Imaging: Principles, Concepts and Applications in Plant Tissue Analysis

(2017) Sevgi Türker-Kaya et al.   MOLECULES

Sensitive Wavelengths Selection in Identification of Ophiopogon japonicus Based on Near-Infrared Hyperspectral Imaging Technology

(2017) Zhengyan Xia et al.   International Journal of Analytical Chemistry

Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging

(2017) Xuping Feng et al.   Scientific Reports

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   Remote Sensing

A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification

(2013) Bor-Chen Kuo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Practical Guide to Interpretive Near-Infrared Spectroscopy. By Jerry Workman, Jr. and Lois Weyer.

(2008) Reiner Salzer   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION