Cargando…

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

Radix Astragali is a prized traditional Chinese functional food that is used for both medicine and food purposes, with various benefits such as immunomodulation, anti-tumor, and anti-oxidation. The geographical origin of Radix Astragali has a significant impact on its quality attributes. Determining...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xiao, Qinlin, Bai, Xiulin, Gao, Pan, He, Yong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506783/ https://www.ncbi.nlm.nih.gov/pubmed/32882807 http://dx.doi.org/10.3390/s20174940

Ejemplares similares

Detection of Sulfite Dioxide Residue on the Surface of Fresh-Cut Potato Slices Using Near-Infrared Hyperspectral Imaging System and Portable Near-Infrared Spectrometer
por: Bai, Xiulin, et al.
Publicado: (2020)

Application of near-infrared hyperspectral imaging to identify a variety of silage maize seeds and common maize seeds
por: Bai, Xiulin, et al.
Publicado: (2020)

Application of near-infrared hyperspectral imaging to discriminate different geographical origins of Chinese wolfberries
por: Yin, Wenxin, et al.
Publicado: (2017)

HyTexiLa: High Resolution Visible and Near Infrared Hyperspectral Texture Images
por: Khan, Haris Ahmad, et al.
Publicado: (2018)

Identification of pesticide varieties by testing microalgae using Visible/Near Infrared Hyperspectral Imaging technology
por: Shao, Yongni, et al.
Publicado: (2016)

Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging
por: Yao, Zhifeng, et al.
Publicado: (2019)

Maturity Stage Discrimination of Camellia oleifera Fruit Using Visible and Near-Infrared Hyperspectral Imaging
por: Jiang, Hongzhe, et al.
Publicado: (2022)

Investigation of Chemomarkers of Astragali Radix of Different Ages and Geographical Origin by NMR Profiling
por: Zheng, Lu, et al.
Publicado: (2015)

Characterizing short-wave infrared fluorescence of conventional near-infrared fluorophores
por: Byrd, Brook K., et al.
Publicado: (2019)

Application of Visible and Near-Infrared Hyperspectral Imaging to Determine Soluble Protein Content in Oilseed Rape Leaves
por: Zhang, Chu, et al.
Publicado: (2015)

Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves
por: Huang, Lingxia, et al.
Publicado: (2018)

Classification of Granite Soils and Prediction of Soil Water Content Using Hyperspectral Visible and Near-Infrared Imaging
por: Lim, Hwan-Hui, et al.
Publicado: (2020)

Hyperspectral infrared microscopy with visible light
por: Paterova, Anna V., et al.
Publicado: (2020)

Hyperspectral near infrared imaging quantifies the heterogeneity of carbon materials
por: Mäkelä, Mikko, et al.
Publicado: (2018)

Variety Identification of Raisins Using Near-Infrared Hyperspectral Imaging
por: Feng, Lei, et al.
Publicado: (2018)

Hyperspectral near-infrared spectroscopy assessment of the brain during hypoperfusion
por: Nguyen, Thu Nga, et al.
Publicado: (2019)

Application of Visible/Infrared Spectroscopy and Hyperspectral Imaging With Machine Learning Techniques for Identifying Food Varieties and Geographical Origins
por: Feng, Lei, et al.
Publicado: (2021)

Laparoscopic system for simultaneous high-resolution video and rapid hyperspectral imaging in the visible and near-infrared spectral range
por: Köhler, Hannes, et al.
Publicado: (2020)

Determination of spectral resolutions for multispectral detection of apple bruises using visible/near-infrared hyperspectral reflectance imaging
por: Baek, Insuck, et al.
Publicado: (2022)

Evaluation of near-infrared hyperspectral imaging for the assessment of potato processing aptitude
por: López-Maestresalas, Ainara, et al.
Publicado: (2022)

Data Fusion of Fourier Transform Mid-Infrared (MIR) and Near-Infrared (NIR) Spectroscopies to Identify Geographical Origin of Wild Paris polyphylla var. yunnanensis
por: Pei, Yi-Fei, et al.
Publicado: (2019)

Application of Near-Infrared Hyperspectral Imaging with Machine Learning Methods to Identify Geographical Origins of Dry Narrow-Leaved Oleaster (Elaeagnus angustifolia) Fruits
por: Gao, Pan, et al.
Publicado: (2019)

Silicon Nitride Photonic Integration Platforms for Visible, Near-Infrared and Mid-Infrared Applications
por: Muñoz, Pascual, et al.
Publicado: (2017)

Differentiation of Livestock Internal Organs Using Visible and Short-Wave Infrared Hyperspectral Imaging Sensors
por: Coombs, Cassius E. O., et al.
Publicado: (2022)

Visible – Near infrared hyperspectral dataset of healthy and infected apple tree leaves images for the monitoring of apple fire blight
por: Gaci, Belal, et al.
Publicado: (2023)

Visible and near-infrared spectroscopy and deep learning application for the qualitative and quantitative investigation of nitrogen status in cotton leaves
por: Xiao, Qinlin, et al.
Publicado: (2022)

Metallo‐Supramolecular Gels that are Photocleavable with Visible and Near‐Infrared Irradiation
por: Theis, Sabrina, et al.
Publicado: (2017)

Polarization-sensitive tunable absorber in visible and near-infrared regimes
por: Lee, Dasol, et al.
Publicado: (2018)

Application of visible and near-infrared spectroscopy to classification of Miscanthus species
por: Jin, Xiaoli, et al.
Publicado: (2017)

Fast visible and extended near-infrared multispectral fundus camera
por: Alterini, Tommaso, et al.
Publicado: (2019)

Near-infrared and visible light dual-mode organic photodetectors
por: Lan, Zhaojue, et al.
Publicado: (2020)

Penetration Depth Measurement of Near-Infrared Hyperspectral Imaging Light for Milk Powder
por: Huang, Min, et al.
Publicado: (2016)

Distinction of surgically resected gastrointestinal stromal tumor by near-infrared hyperspectral imaging
por: Sato, Daiki, et al.
Publicado: (2020)

Near-Infrared Hyperspectral Imaging Pipelines for Pasture Seed Quality Evaluation: An Overview
por: Reddy, Priyanka, et al.
Publicado: (2022)

Single Seed Near-Infrared Hyperspectral Imaging for Classification of Perennial Ryegrass Seed
por: Reddy, Priyanka, et al.
Publicado: (2023)

Visualization of Sugar Content Distribution of White Strawberry by Near-Infrared Hyperspectral Imaging
por: Seki, Hayato, et al.
Publicado: (2023)

Deep Learning-Based Near-Infrared Hyperspectral Imaging for Food Nutrition Estimation
por: Li, Tianhao, et al.
Publicado: (2023)

Identification of Near Geographical Origin of Wolfberries by a Combination of Hyperspectral Imaging and Multi-Task Residual Fully Convolutional Network
por: Cui, Jiarui, et al.
Publicado: (2022)

Evaluation of quinclorac toxicity and alleviation by salicylic acid in rice seedlings using ground-based visible/near-infrared hyperspectral imaging
por: Wang, Jian, et al.
Publicado: (2020)

Comparison Performance of Visible-NIR and Near-Infrared Hyperspectral Imaging for Prediction of Nutritional Quality of Goji Berry (Lycium barbarum L.)
por: Fatchurrahman, Danial, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_66pkmqf9vhgprpgf3en60cgbml