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Nondestructive Detection, Quality and Safety Assessment, Visible-Near Infrared Spectroscopy, Hyperspectral Imaging, Image Processing, Spectral Analysis, Machine Vision, Fruits and vegetables, Deep learning, Yield and quality, Multi-scale phenotypic information, Information fusion, Unmanned aerial vehicle, Plant phenomics, Three-dimensional reconstruction, Semantic segmentation, Object detection, Information sensing, Electronic nose
China

Biography

Reasearch on nondestructive technology for agro-food quality and safety assessment based on spectral analysis and image processing

Activities

Education and qualifications (3)

Shihezi University: Shihezi, Xinjiang, CN

2022-09-01 to present | Doctor (College of Mechanical and Electrical Engineering)
Education
Source: Self-asserted source
Guowei Yu

Shihezi University: Shihezi, Xinjiang, CN

2018-09-01 to 2021-07-01 | Master of Engineering (College of Mechanical and Electrical Engineering)
Education
Source: Self-asserted source
Guowei Yu

Taiyuan University of Technology: Taiyuan, Shanxi, CN

2014-09-01 to 2018-07-01 | Bachelor of Engineering (College of Mining Engineering)
Education
Source: Self-asserted source
Guowei Yu

Professional activities (2)

Chinese Society of Agricultural Engineering: Beijing, CN

Membership
Source: Self-asserted source
Guowei Yu

Chinese Society for Agricultural Machinery: Beijing, CN

Membership
Source: Self-asserted source
Guowei Yu

Funding (2)

Early detection mechanism and method of spoilage fungi infection in Hami melon during storage period based on odor and micro-hyperspectral image deep features

2023-01 to 2026-12 | Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

32260429

Source: Self-asserted source
Guowei Yu

Study on Rapid Non-destructive Detection Mechanism and Method of Pesticide Residues on Hami Melon Surface Based on Hyperspectral Microscopic Imaging

2021-01 to 2024-12 | Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

3206150112

Source: Self-asserted source
Guowei Yu

Works (18)

Accurate cotton verticillium wilt segmentation in field background based on the two-stage lightweight DeepLabV3+ model

Computers and Electronics in Agriculture
2025-02 | Journal article | Conceptualization, Validation, Data curation, Writing - review & editing
Part of ISSN: 0168-1699
Contributors: Ying Xu; Benxue Ma; Guowei Yu; Ruoyu Zhang; Haibo Tan; Fujia Dong; Huitao Bian; Guowei Yu
Source: Self-asserted source
Guowei Yu

An innovative variant based on generative adversarial network (GAN): Regression GAN combined with hyperspectral imaging to predict pesticide residue content of Hami melon

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
2025-01 | Journal article | Investigation, Supervision, Writing - review & editing
Part of ISSN: 1386-1425
Contributors: Haibo Tan; Benxue Ma; Ying Xu; Fumin Dang; Guowei Yu; Huitao Bian; Guowei Yu
Source: Self-asserted source
Guowei Yu

Fusion features of microfluorescence hyperspectral imaging for qualitative detection of pesticide residues in Hami melon

Food Research International
2024-11 | Journal article | Conceptualization, Supervision, Writing - review & editing
Part of ISSN: 0963-9969
Contributors: Huitao Bian; Benxue Ma; Guowei Yu; Fujia Dong; Yujie Li; Ying Xu; Haibo Tan; Guowei Yu
Source: Self-asserted source
Guowei Yu

An improved DCGAN model: Data augmentation of hyperspectral image for identification pesticide residues of Hami melon

Food Control
2024-03 | Journal article
Contributors: Haibo Tan; Yating Hu; Benxue Ma; Guowei Yu; Yujie Li
Source: check_circle
Crossref

Non-Destructive Detection of Different Pesticide Residues on the Surface of Hami Melon Classification Based on tHBA-ELM Algorithm and SWIR Hyperspectral Imaging

Foods
2023-04-25 | Journal article
Contributors: Yating Hu; Benxue Ma; Huting Wang; Yujie Li; Yuanjia Zhang; Guowei Yu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multiscale Deepspectra Network: Detection of Pyrethroid Pesticide Residues on the Hami Melon

Foods
2023-04-22 | Journal article
Contributors: Guowei Yu; Huihui Li; Yujie Li; Yating Hu; Gang Wang; Benxue Ma; Huting Wang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Moisture content assessment of dried Hami jujube using image colour analysis

Czech Journal of Food Sciences
2022 | Journal article
Contributors: Ma, Benxue; Li, Cong; Li, Yujie; Wang, Wenxia; Yu, Guowei; Dong, Wancheng; Zhang, Yuanjia
Source: check_circle
Web of Science Researcher Profile Sync

Research Progress on External Quality Detection and Classification Technology of Jujube Based on Machine Vision

Science and Technology of Food Industry
2022 | Journal article
EID:

2-s2.0-85139940141

Part of ISSN: 10020306
Contributors: Li, C.; Li, Y.; Li, X.; Yu, G.; Liu, X.; Ma, B.
Source: Self-asserted source
Guowei Yu via Scopus - Elsevier

Discrimination of Pesticide Residue Levels on the Hami Melon Surface Using Multiscale Convolution

Foods
2022-12-01 | Journal article
Contributors: Guowei Yu; Benxue Ma; Huihui Li; Yating Hu; Yujie Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling

Foods
2022-08-12 | Journal article
Part of ISSN: 2304-8158
Contributors: Guowei Yu
Source: Self-asserted source
Guowei Yu
grade
Preferred source (of 3)‎

Accurate prediction of soluble solid content in dried Hami jujube using SWIR hyperspectral imaging with comparative analysis of models

Computers and Electronics in Agriculture
2022-02 | Journal article
Part of ISSN: 0168-1699
Source: Self-asserted source
Guowei Yu

Moisture content assessment of dried Hami jujube using image colour analysis

Czech Journal of Food Sciences
2022-02-24 | Journal article
Part of ISSN: 1212-1800
Part of ISSN: 1805-9317
Source: Self-asserted source
Guowei Yu

Vis-NIR Spectra Discriminant of Pesticide Residues on the Hami MelonSurface by GADF and Multi-Scale CNN

Spectroscopy and Spectral Analysis
2021-12-07 | Journal article
Part of ISSN: 1000-0593
Source: Self-asserted source
Guowei Yu
grade
Preferred source (of 2)‎

Detection Method for External Quality of Dried Hami Jujube Based on Residual Network Combined with Image Processing

Transactions of the Chinese Society for Agricultural Machinery
2021-11-25 | Journal article
Source: Self-asserted source
Guowei Yu

Nondestructive identification of pesticide residues on the Hami melon surface using deep feature fusion by Vis/NIR spectroscopy and 1D‐CNN

Journal of Food Process Engineering
2021-01 | Journal article
Contributors: Guowei Yu; Benxue Ma; Jincheng Chen; Xiaozhan Li; Yujie Li; Cong Li
Source: check_circle
Crossref

Surface defect detection of Hami melon using deep learning and image processing

Transactions of the Chinese Society of Agricultural Engineering
2021-01-10 | Journal article
Source: Self-asserted source
Guowei Yu

Recent Advances in Spectral Analysis Techniques for Non-Destructive Detection of Internal Quality in Watermelon and Muskmelon: A Review

Spectroscopy and Spectral Analysis
2020-07 | Journal article
Part of ISSN: 1000-0593
Source: Self-asserted source
Guowei Yu

Evaluation of surface texture of dried Hami Jujube using optimized support vector machine based on visual features fusion

Food Science and Biotechnology
2020-04 | Journal article
Part of ISSN: 1226-7708
Part of ISSN: 2092-6456
Contributors: Xiuzhi Luo; Benxue Ma; Wenxia Wang; Shengyuan Lei; Yangyang Hu; Guowei Yu; Xiaozhan Li
Source: Self-asserted source
Guowei Yu

Peer review (4 reviews for 1 publication/grant)

Review activity for Food control. (4)