Cargando…

Deep Learning-Based Near-Infrared Hyperspectral Imaging for Food Nutrition Estimation

The limited nutritional information provided by external food representations has constrained the further development of food nutrition estimation. Near-infrared hyperspectral imaging (NIR-HSI) technology can capture food chemical characteristics directly related to nutrition and is widely used in f...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Tianhao, Wei, Wensong, Xing, Shujuan, Min, Weiqing, Zhang, Chunjiang, Jiang, Shuqiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10487018/ https://www.ncbi.nlm.nih.gov/pubmed/37685077 http://dx.doi.org/10.3390/foods12173145

Ejemplares similares

Near-Infrared Hyperspectral Imaging Combined with Deep Learning to Identify Cotton Seed Varieties
por: Zhu, Susu, et al.
Publicado: (2019)

Semisupervised Deep Learning for the Detection of Foreign Materials on Poultry Meat with Near-Infrared Hyperspectral Imaging
por: Campos, Rodrigo Louzada, et al.
Publicado: (2023)

Rice seed vigor detection based on near-infrared hyperspectral imaging and deep transfer learning
por: Qi, Hengnian, et al.
Publicado: (2023)

Deep Spectral-Spatial Features of Near Infrared Hyperspectral Images for Pixel-Wise Classification of Food Products
por: Zhu, Hongyan, et al.
Publicado: (2020)

Identification of Rice Seed Varieties Based on Near-Infrared Hyperspectral Imaging Technology Combined with Deep Learning
por: Jin, Baichuan, et al.
Publicado: (2022)

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)

Assessment of the vigor of rice seeds by near-infrared hyperspectral imaging combined with transfer learning
por: Yang, Yong, et al.
Publicado: (2020)

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

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)

Estimation of Leaf Nitrogen Content in Wheat Based on Fusion of Spectral Features and Deep Features from Near Infrared Hyperspectral Imagery
por: Yang, Baohua, et al.
Publicado: (2021)

Deep Learning in Medical Hyperspectral Images: A Review
por: Cui, Rong, et al.
Publicado: (2022)

Multimodal Deep Learning and Visible-Light and Hyperspectral Imaging for Fruit Maturity Estimation
por: Garillos-Manliguez, Cinmayii A., et al.
Publicado: (2021)

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)

Detection of Cracks on Tomatoes Using a Hyperspectral Near-Infrared Reflectance Imaging System
por: Lee, Hoonsoo, et al.
Publicado: (2014)

Hyperspectral Microscopy of Near-Infrared Fluorescence Enables 17-Chirality Carbon Nanotube Imaging
por: Roxbury, Daniel, et al.
Publicado: (2015)

What’s Wrong with the Murals at the Mogao Grottoes: A Near-Infrared Hyperspectral Imaging Method
por: Sun, Meijun, et al.
Publicado: (2015)

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

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

Assessment of Total Fat and Fatty Acids in Walnuts Using Near-Infrared Hyperspectral Imaging
por: Nogales-Bueno, Julio, et al.
Publicado: (2021)

Rapid Detection of Different Types of Soil Nitrogen Using Near-Infrared Hyperspectral Imaging
por: Chen, Zhuoyi, et al.
Publicado: (2022)

Near-infrared hyperspectral imaging to map collagen content in prehistoric bones for radiocarbon dating
por: Malegori, Cristina, et al.
Publicado: (2023)

Assessment of Nitrite Content in Vienna Chicken Sausages Using Near-Infrared Hyperspectral Imaging
por: Tantinantrakun, Achiraya, et al.
Publicado: (2023)

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

Fast estimation of adult cerebral blood content and oxygenation with hyperspectral time-resolved near-infrared spectroscopy
por: Cohen, David Jonathan Fulop, et al.
Publicado: (2023)

Application of Near-Infrared Spectroscopy and Hyperspectral Imaging Combined with Machine Learning Algorithms for Quality Inspection of Grape: A Review
por: Ye, Weixin, et al.
Publicado: (2022)

Deep Learning and Hyperspectral Images Based Tomato Soluble Solids Content and Firmness Estimation
por: Xiang, Yun, et al.
Publicado: (2022)

Identification of Different Varieties of Sesame Oil Using Near-Infrared Hyperspectral Imaging and Chemometrics Algorithms
por: Xie, Chuanqi, et al.
Publicado: (2014)

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

Rice Seed Cultivar Identification Using Near-Infrared Hyperspectral Imaging and Multivariate Data Analysis
por: Kong, Wenwen, et al.
Publicado: (2013)

Nondestructive Detection and Quantification of Blueberry Bruising using Near-infrared (NIR) Hyperspectral Reflectance Imaging
por: Jiang, Yu, et al.
Publicado: (2016)

Sensitive Wavelengths Selection in Identification of Ophiopogon japonicus Based on Near-Infrared Hyperspectral Imaging Technology
por: Xia, Zhengyan, et al.
Publicado: (2017)

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

Author Correction: Distinction of surgically resected gastrointestinal stromal tumor by near-infrared hyperspectral imaging
por: Sato, Daiki, et al.
Publicado: (2021)

Near-Infrared Hyperspectral Imaging as a Monitoring Tool for On-Demand Manufacturing of Inkjet-Printed Formulations
por: Stranzinger, Sandra, et al.
Publicado: (2021)

Finite Element Analysis and Near-Infrared Hyperspectral Reflectance Imaging for the Determination of Blueberry Bruise Grading
por: Zheng, Zhaoqi, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ulkg3dr05phh0ruv1b9mobkb04