Hyperspectral Imaging Hsi | List of Frontiers open access articles

Methods

Published on 18 Jan 2023

Fusion of hyperspectral imaging (HSI) and RGB for identification of soybean kernel damages using ShuffleNet with convolutional optimization and cross stage partial architecture

in Technical Advances in Plant Science

Ling Zheng
Mingyue Zhao
Jinchen Zhu
Linsheng Huang
Jinling Zhao
Dong Liang
Dongyan Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1098864

5,863 views
18 citations

Original Research

Published on 04 Mar 2024

Assessment of adenosine triphosphate content in sausages stuffed in different modified casing treatments added with orange extracts, utilising hyperspectral imaging combined with multivariate analysis

in Food Chemistry

Chao-Hui Feng
Hirofumi Arai
Francisco J. Rodríguez-Pulido

Frontiers in Nutrition

doi 10.3389/fnut.2024.1370339

3,580 views
4 citations

Original Research

Published on 02 May 2022

WTL-I: Mutual Information-Based Wavelet Transform Learning for Hyperspectral Imaging

in Image Processing

Shiv Gehlot
Naushad Ansari
Anubha Gupta

Frontiers in Signal Processing

doi 10.3389/frsip.2022.854207

2,402 views
2 citations

Original Research

Published on 24 Jan 2024

Fusing hyperspectral imaging and electronic nose data to predict moisture content in Penaeus vannamei during solar drying

in Nutrition and Food Science Technology

Jiarong Wang
Wenxiu Wang
Wenya Xu
Huanjiong An
Qianyun Ma
Jianfeng Sun
Jie Wang

Frontiers in Nutrition

doi 10.3389/fnut.2024.1220131

3,186 views
9 citations

Original Research

Published on 04 Aug 2023

Protein and lipid content estimation in soybeans using Raman hyperspectral imaging

in Technical Advances in Plant Science

Rizkiana Aulia
Hanim Z. Amanah
Hongseok Lee
Moon S. Kim
Insuck Baek
Jianwei Qin
Byoung-Kwan Cho

Frontiers in Plant Science

doi 10.3389/fpls.2023.1167139

7,099 views
22 citations

Mini Review

Published on 11 Apr 2024

Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges

in Technical Advances in Plant Science

Luciellen da Costa Ferreira
Ian Carlos Bispo Carvalho
Lúcio André de Castro Jorge
Alice Maria Quezado-Duval
Maurício Rossato

Frontiers in Plant Science

doi 10.3389/fpls.2024.1387925

11,399 views
28 citations

Review

Published on 19 Sep 2023

Bibliometric analysis of the current status and trends on medical hyperspectral imaging

in Regulatory Science

Sijia Jiang
Ding Ma
Xin Tan
Mingyu Yang
Qingbin Jiao
Liang Xu

Frontiers in Medicine

doi 10.3389/fmed.2023.1235955

5,569 views
15 citations

Review

Published on 01 Aug 2024

Advances in the tea plants phenotyping using hyperspectral imaging technology

in Technical Advances in Plant Science

Baidong Luo
Hongwei Sun
Leilei Zhang
Fengnong Chen
Kaihua Wu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442225

6,366 views
16 citations

Original Research

Published on 15 Jan 2019

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

in Technical Advances in Plant Science

Rui-Qing Zhou
Juan-Juan Jin
Qing-Mian Li
Zhen-Zhu Su
Xin-Jie Yu
Yu Tang
Shao-Ming Luo
Yong He
Xiao-Li Li

Frontiers in Plant Science

doi 10.3389/fpls.2018.01962

8,284 views
43 citations

Original Research

Published on 28 Aug 2018

Hyperspectral Imaging and Classification for Grading Skin Erythema

in Medical Physics and Imaging

Ramy Abdlaty
Lilian Doerwald-Munoz
Ali Madooei
Samir Sahli
Shu-Chi A. Yeh
Josiane Zerubia
Raimond K. W. Wong
Joseph E. Hayward
Thomas J. Farrell
Qiyin Fang

Frontiers in Physics

doi 10.3389/fphy.2018.00072

7,834 views
30 citations

Original Research

Published on 11 Dec 2025

Dimension reduction and entropy-based hyperspectral image visualization using hue, saturation, and brightness

in Multi- and Hyper-Spectral Imaging

Vahe Atoyan
Thomas Bawin
Laura Jaakola
Anna Avetisyan

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1702834

1,827 views

Review

Published on 20 Jun 2025

Progress in the application of hyperspectral imaging technology in quality detection and in the modernization of Chinese herbal medicines

in Analytical Chemistry

Yuting You
Lei Zhang
Zhuo Yu
Daqing Zhao
Xueyuan Bai
Wei Zhang

Frontiers in Chemistry

doi 10.3389/fchem.2025.1620154

4,049 views
4 citations

Original Research

Published on 29 Nov 2022

Hyperspectral detection of fresh corn peeling damage using germinating sparse classification method

in Sustainable and Intelligent Phytoprotection

Zhenye Li
Jun Fu
Zhi Chen
Qiankun Fu
Xiwen Luo

Frontiers in Plant Science

doi 10.3389/fpls.2022.1039110

3,169 views
8 citations

Original Research

Published on 25 Oct 2023

Non-destructive prediction of isoflavone and starch by hyperspectral imaging and deep learning in Puerariae Thomsonii Radix

in Technical Advances in Plant Science

Huiqiang Hu
Tingting Wang
Yunpeng Wei
Zhenyu Xu
Shiyu Cao
Ling Fu
Huaxing Xu
Xiaobo Mao
Luqi Huang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1271320

3,742 views
19 citations

Original Research

Published on 06 Nov 2025

Early detection of Dendrolimus species infestations: integrating UAV hyperspectral and LiDAR data

in Sustainable and Intelligent Phytoprotection

Rui Tang
Linfeng Yu
Peiyun Bi
Quan Zhou
Xudong Zhang
Lili Ren
Youqing Luo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1664466

2,124 views

Original Research

Published on 23 May 2024

Using hyperspectral imaging to identify and classify large microplastic contamination in industrial composting processes

in Waste Management

Nutcha Taneepanichskul
Helen C. Hailes
Mark Miodownik

Frontiers in Sustainability

doi 10.3389/frsus.2024.1332163

6,109 views
9 citations

Articles

Fusion of hyperspectral imaging (HSI) and RGB for identification of soybean kernel damages using ShuffleNet with convolutional optimization and cross stage partial architecture

Assessment of adenosine triphosphate content in sausages stuffed in different modified casing treatments added with orange extracts, utilising hyperspectral imaging combined with multivariate analysis

WTL-I: Mutual Information-Based Wavelet Transform Learning for Hyperspectral Imaging

Fusing hyperspectral imaging and electronic nose data to predict moisture content in Penaeus vannamei during solar drying

Protein and lipid content estimation in soybeans using Raman hyperspectral imaging

Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges

Bibliometric analysis of the current status and trends on medical hyperspectral imaging

Advances in the tea plants phenotyping using hyperspectral imaging technology

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

Hyperspectral Imaging and Classification for Grading Skin Erythema

Dimension reduction and entropy-based hyperspectral image visualization using hue, saturation, and brightness

Progress in the application of hyperspectral imaging technology in quality detection and in the modernization of Chinese herbal medicines

Hyperspectral detection of fresh corn peeling damage using germinating sparse classification method

Non-destructive prediction of isoflavone and starch by hyperspectral imaging and deep learning in Puerariae Thomsonii Radix

Early detection of Dendrolimus species infestations: integrating UAV hyperspectral and LiDAR data

Using hyperspectral imaging to identify and classify large microplastic contamination in industrial composting processes