Hyperspectral Imaging Technology | List of Frontiers open access articles

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

5,818 views
14 citations

Original Research

Published on 28 Sep 2022

Detection of seed purity of hybrid wheat using reflectance and transmittance hyperspectral imaging technology

in Technical Advances in Plant Science

Han Zhang
Qiling Hou
Bin Luo
Keling Tu
Changping Zhao
Qun Sun

Frontiers in Plant Science

doi 10.3389/fpls.2022.1015891

4,924 views
24 citations

Review

Published on 27 May 2022

Review on the Application of Hyperspectral Imaging Technology of the Exposed Cortex in Cerebral Surgery

in Biosensors and Biomolecular Electronics

Yue Wu
Zhongyuan Xu
Wenjian Yang
Zhiqiang Ning
Hao Dong

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2022.906728

8,898 views
27 citations

Original Research

Published on 30 Sep 2024

Study on detection of pesticide residues in tobacco based on hyperspectral imaging technology

in Sustainable and Intelligent Phytoprotection

Min Liang
Zhiqiang Wang
Yu Lin
Caixia Li
Liang Zhang
Yaxi Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1459886

3,252 views
11 citations

Original Research

Published on 08 Nov 2022

Underwater hyperspectral imaging system for deep-sea exploration

in Optics and Photonics

Qingsheng Xue
Hui Li
Fengqin Lu
Haoxuan Bai

Frontiers in Physics

doi 10.3389/fphy.2022.1058733

7,222 views
7 citations

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

3,345 views
1 citation

Original Research

Published on 24 Jun 2020

Identification of Bacterial Blight Resistant Rice Seeds Using Terahertz Imaging and Hyperspectral Imaging Combined With Convolutional Neural Network

in Technical Advances in Plant Science

Jinnuo Zhang
Yong Yang
Xuping Feng
Hongxia Xu
Jianping Chen
Yong He

Frontiers in Plant Science

doi 10.3389/fpls.2020.00821

8,988 views
73 citations

Original Research

Published on 01 May 2024

Detection of sweet corn seed viability based on hyperspectral imaging combined with firefly algorithm optimized deep learning

in Technical Advances in Plant Science

Yi Wang
Shuran Song

Frontiers in Plant Science

doi 10.3389/fpls.2024.1361309

4,266 views
17 citations

Original Research

Published on 10 Nov 2022

Rapid nondestructive detection of peanut varieties and peanut mildew based on hyperspectral imaging and stacked machine learning models

in Sustainable and Intelligent Phytoprotection

Qingsong Wu
Lijia Xu
Zhiyong Zou
Jian Wang
Qifeng Zeng
Qianlong Wang
Jiangbo Zhen
Yuchao Wang
Yongpeng Zhao
Man Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2022.1047479

4,770 views
28 citations

Original Research

Published on 24 May 2024

Hyperspectal imaging technology for phenotyping iron and boron deficiency in Brassica napus under greenhouse conditions

in Technical Advances in Plant Science

Hui Li
Long Wan
Chengsong Li
Lihong Wang
Shiping Zhu
Xinping Chen
Pei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1351301

2,305 views
2 citations

Original Research

Published on 07 Feb 2025

Deep learning and hyperspectral features for seedling stage identification of barnyard grass in paddy field

in Technical Advances in Plant Science

Siqiao Tan
Qiang Xie
Wenshuai Zhu
Yangjun Deng
Lei Zhu
Xiaoqiao Yu
Zheming Yuan
Yuan Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1507442

2,144 views
2 citations

Original Research

Published on 28 Jun 2022

Classification of Toona sinensis Young Leaves Using Machine Learning and UAV-Borne Hyperspectral Imagery

in Technical Advances in Plant Science

Haoran Wu
Zhaoying Song
Xiaoyun Niu
Jun Liu
Jingmin Jiang
Yanjie Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.940327

6,308 views
9 citations

Original Research

Published on 29 Aug 2023

Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network

in Technical Advances in Plant Science

Yaoyao Fan
Ting An
Qingyan Wang
Guang Yang
Wenqian Huang
Zheli Wang
Chunjiang Zhao
Xi Tian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1248598

6,360 views
22 citations

Original Research

Published on 21 Apr 2023

Vis-NIR and SWIR hyperspectral imaging method to detect bruises in pomegranate fruit

in Technical Advances in Plant Science

Emmanuel Ekene Okere
Alemayehu Ambaw
Willem Jacobus Perold
Umezuruike Linus Opara

Frontiers in Plant Science

doi 10.3389/fpls.2023.1151697

5,889 views
23 citations

Original Research

Published on 12 Feb 2024

Modeling of flaxseed protein, oil content, linoleic acid, and lignan content prediction based on hyperspectral imaging

in Technical Advances in Plant Science

Dongyu Zhu
Junying Han
Chengzhong Liu
Jianping Zhang
Yanni Qi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1344143

3,442 views
11 citations

Original Research

Published on 06 May 2022

Study on the Classification Method of Rice Leaf Blast Levels Based on Fusion Features and Adaptive-Weight Immune Particle Swarm Optimization Extreme Learning Machine Algorithm

in Technical Advances in Plant Science

Dongxue Zhao
Shuai Feng
Yingli Cao
Fenghua Yu
Qiang Guan
Jinpeng Li
Guosheng Zhang
Tongyu Xu

Frontiers in Plant Science

doi 10.3389/fpls.2022.879668

5,112 views
35 citations

Articles

Advances in the tea plants phenotyping using hyperspectral imaging technology

Detection of seed purity of hybrid wheat using reflectance and transmittance hyperspectral imaging technology

Review on the Application of Hyperspectral Imaging Technology of the Exposed Cortex in Cerebral Surgery

Study on detection of pesticide residues in tobacco based on hyperspectral imaging technology

Underwater hyperspectral imaging system for deep-sea exploration

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

Identification of Bacterial Blight Resistant Rice Seeds Using Terahertz Imaging and Hyperspectral Imaging Combined With Convolutional Neural Network

Detection of sweet corn seed viability based on hyperspectral imaging combined with firefly algorithm optimized deep learning

Rapid nondestructive detection of peanut varieties and peanut mildew based on hyperspectral imaging and stacked machine learning models

Hyperspectal imaging technology for phenotyping iron and boron deficiency in Brassica napus under greenhouse conditions

Deep learning and hyperspectral features for seedling stage identification of barnyard grass in paddy field

Classification of Toona sinensis Young Leaves Using Machine Learning and UAV-Borne Hyperspectral Imagery

Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network

Vis-NIR and SWIR hyperspectral imaging method to detect bruises in pomegranate fruit

Modeling of flaxseed protein, oil content, linoleic acid, and lignan content prediction based on hyperspectral imaging

Study on the Classification Method of Rice Leaf Blast Levels Based on Fusion Features and Adaptive-Weight Immune Particle Swarm Optimization Extreme Learning Machine Algorithm