Search Results - "Hyperspectral imaging"

Cost-efficient training of hyperspectral deep learning models for the detection of contaminating grains in bulk oats by fluorescent tagging.

Puyenbroeck EV; KU Leuven, Department of Biosystems, Mebios, Kasteelpark Arenberg 30, B-3001 Leuven, Belgium; Leuven Plant Institute (LPI), KU Leuven, B-3001 Leuven, Belgium. Electronic address: emma.vanpuyenbroeck@kuleuven.be., Saeys W; KU Leuven, Department of Biosystems, Mebios, Kasteelpark Arenberg 30, B-3001 Leuven, Belgium; Leuven Plant Institute (LPI), KU Leuven, B-3001 Leuven, Belgium.

Journal Article , 2025

Low-Cost Hyperspectral Imaging in Macroalgae Monitoring.

Allentoft-Larsen MC; Department of Ecoscience, Marine Diversity and Experimental Ecology, Faculty of Science and Technology, Aarhus University, 4000 Roskilde, Denmark., Santos J; Department of Electrical and Photonics Engineering (DTU Electro), Technical University of Denmark, 4000 Roskilde, Denmark., Azhar M; Department of Ecoscience, Marine Diversity and Experimental Ecology, Faculty of Science and Technology, Aarhus University, 4000 Roskilde, Denmark., Pedersen HC; Department of Electrical and Photonics Engineering (DTU Electro), Technical University of Denmark, 4000 Roskilde, Denmark., Jakobsen ML; Department of Electrical and Photonics Engineering (DTU Electro), Technical University of Denmark, 4000 Roskilde, Denmark., Petersen PM; Department of Electrical and Photonics Engineering (DTU Electro), Technical University of Denmark, 4000 Roskilde, Denmark., Pedersen C; Department of Electrical and Photonics Engineering (DTU Electro), Technical University of Denmark, 4000 Roskilde, Denmark., Jakobsen HH; Department of Ecoscience, Marine Diversity and Experimental Ecology, Faculty of Science and Technology, Aarhus University, 4000 Roskilde, Denmark.

Journal Article , 2025

Application of odor imaging sensor coupled with hyperspectral imaging technology in monitoring the large yellow croaker (Larimichthys crocea) freshness.

Wu J; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Xia Y; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Kang C; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Li D; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Wei J; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Xu Y; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Jiao T; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Chen X; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China., Chen Q; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China. Electronic address: chenqingmin@jmu.edu.cn., Chen Q; College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China. Electronic address: chenqs@jmu.edu.cn.

Journal Article , 2025

Application of Raman hyperspectral imaging for bio-fluid spots segmentation and characterization on cotton supports.

Castellino L; University of Turin, Via Pietro Giuria 7, Turin 10125, Italy. Electronic address: lorenzo.castellino@unito.it., Alladio E; University of Turin, Via Pietro Giuria 7, Turin 10125, Italy., Vincenti M; University of Turin, Via Pietro Giuria 7, Turin 10125, Italy., Moreau M; Univ. Lille, CNRS, LASIRE (UMR 8516), Laboratoire Avancé de Spectroscopie pour les Interactions, la Réactivité et l'Environnement, F-59000 Lille, France., Ruckebusch C; Univ. Lille, CNRS, LASIRE (UMR 8516), Laboratoire Avancé de Spectroscopie pour les Interactions, la Réactivité et l'Environnement, F-59000 Lille, France., Vitale R; Univ. Lille, CNRS, LASIRE (UMR 8516), Laboratoire Avancé de Spectroscopie pour les Interactions, la Réactivité et l'Environnement, F-59000 Lille, France.

Journal Article , 2025

Exploring a universal model for predicting blueberry soluble solids content based on hyperspectral imaging and transfer learning to address spatial heterogeneity challenge.

Chen G; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Yang M; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Wang G; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Dai J; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Yu S; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Chen B; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China., Liu D; College of Computer and Control Engineering, Northeast Forestry University, Harbin, Heilongjiang 150040, China. Electronic address: liudayang@nefu.edu.cn.

Journal Article , 2025

Rapid Determination of Crocin-I in Gardenia Fruits (Gardenia jasminoides Ellis) by Combining Spectral and Image Data Through Hyperspectral Imaging.

Xu XY; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Jie XL; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China.; The Affiliated Hospital of Hangzhou Normal University, Hangzhou, People's Republic of China., Wu JH; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Xia DP; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Xu ZD; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Luo ZR; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Fei F; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Zhou WK; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Tao Y; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Kawagishi H; Faculty of Agriculture, Shizuoka University, Suruga-Ku, Shizuoka, Japan., Wu J; Faculty of Agriculture, Shizuoka University, Suruga-Ku, Shizuoka, Japan., Wang P; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China., Feng PS; College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, People's Republic of China.

Journal Article , 2025

Prediction of multi-task physicochemical indices based on hyperspectral imaging and analysis of the relationship between physicochemical composition and sensory quality of tea.

Jiang X; School of Technology, Beijing Forestry University, Beijing 100083, China., Cao X; School of Technology, Beijing Forestry University, Beijing 100083, China., Liu Q; School of Technology, Beijing Forestry University, Beijing 100083, China., Wang F; School of Technology, Beijing Forestry University, Beijing 100083, China. Electronic address: wangfan0313@126.com., Fan S; School of Technology, Beijing Forestry University, Beijing 100083, China., Yan L; School of Technology, Beijing Forestry University, Beijing 100083, China. Electronic address: mark_yanlei@bjfu.edu.cn., Wei Y; School of Technology, Beijing Forestry University, Beijing 100083, China., Chen Y; School of Technology, Beijing Forestry University, Beijing 100083, China., Yang G; Chongqing Academy of Agricultural Sciences, Chongqing 400000, China., Xu B; Chongqing Academy of Agricultural Sciences, Chongqing 400000, China., Wu Q; Tea Research Institute of Chongqing Academy of Agricultural Sciences, Chongqing, Yongchuan 402160, China., Xu Z; Tea Research Institute of Chongqing Academy of Agricultural Sciences, Chongqing, Yongchuan 402160, China., Yang H; Tea Research Institute of Chongqing Academy of Agricultural Sciences, Chongqing, Yongchuan 402160, China., Zhai X; Tea Research Institute of Chongqing Academy of Agricultural Sciences, Chongqing, Yongchuan 402160, China.

Journal Article , 2025

Correlation awareness evolutionary sparse hybrid spectral band selection algorithm to detect aflatoxin B1 contaminated almonds using hyperspectral images.

Kabir MA; UniSA STEM, University of South Australia, Mawson Lakes 5095, SA, Australia; Department of Electronics and Telecommunication Engineering, Chittagong University of Engineering and Technology, Chittagong 4349, Bangladesh. Electronic address: kabmy003@mymail.unisa.edu.au., Lee I; UniSA STEM, University of South Australia, Mawson Lakes 5095, SA, Australia., Singh CB; Advanced Postharvest Technology Centre, Lethbridge College, Lethbridge, AB T1K 1L6, Canada., Mishra G; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, West Bengal 721302, India., Panda BK; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, West Bengal 721302, India., Lee SH; UniSA STEM, University of South Australia, Mawson Lakes 5095, SA, Australia.

Journal Article; Evaluation Study , 2025

CNN-Transformer and Channel-Spatial Attention based network for hyperspectral image classification with few samples.

Fu C; The College of Computer Science, Chongqing University, Chongqing, China. Electronic address: fuchuan@cqu.edu.cn., Zhou T; The College of Computer Science, Chongqing University, Chongqing, China. Electronic address: zhoutianyuan1016@163.com., Guo T; School of Communication and Information Engineering Chongqing University of Posts and Telecommunications Chongqing, China. Electronic address: guot@cqupt.edu.cn., Zhu Q; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA. Electronic address: qikuizhu@163.com., Luo F; The College of Computer Science, Chongqing University, Chongqing, China. Electronic address: luoflyn@cqu.edu.cn., Du B; Hubei Key Laboratory of Multimedia and Network Communication Engineering, School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence, Wuhan University, Wuhan, China. Electronic address: dubo@whu.edu.cn.

Journal Article , 2025

Corn Seed Freezing Damage Identification of Different Sides Based on Hyperspectral Imaging and SPA-2DCOS Fusion Algorithm.

Zhang J; School of Mechanical and Electrical Engineering, Jiaxing Nanhu University, 572 Yuexiu South Road, Jiaxing 314001, China., Dai L; School of Agricultural Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China., Zhuang R; School of Mechanical and Electrical Engineering, Jiaxing Nanhu University, 572 Yuexiu South Road, Jiaxing 314001, China.

Journal Article , 2025

Monitoring of veterinary drug residues in mutton based on hyperspectral combined with explainable AI: A case study of OFX.

Dong F; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China; College of Mechanical and Electrical Engineering, Shihezi University, Shihezi, China., Ma Z; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Xu Y; College of Mechanical and Electrical Engineering, Shihezi University, Shihezi, China., Feng Y; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Shi Y; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Li H; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Xing F; College of Mechanical and Electrical Engineering, Shihezi University, Shihezi, China., Wang G; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Zhang Z; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Yi W; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China., Wang S; School of Food Science and Engineering, Ningxia University, Yinchuan 750021, China. Electronic address: wangsonglei163@126.com.

Journal Article; Evaluation Study , 2025

Detection of flap malperfusion after microsurgical tissue reconstruction using hyperspectral imaging and machine learning.

Maktabi M; Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, 04103, Leipzig, Germany.; Hochschule Anhalt - University of Applied Sciences | Campus Köthen, Bernburger Str. 55, 06366, Köthen, Anhalt, Germany., Huber B; Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, 04103, Leipzig, Germany.; Hochschule Anhalt - University of Applied Sciences | Campus Köthen, Bernburger Str. 55, 06366, Köthen, Anhalt, Germany., Pfeiffer T; Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, 04103, Leipzig, Germany., Schulz T; Clinic for Orthopedics, Trauma Surgery, and Plastic Surgery, Leipzig University Clinic, Liebigstraße 20, 04103, Leipzig, Germany. torsten.schulz@medizin.uni-leipzig.de.

Journal Article , 2025

Enhancing surgical precision in squamous cell carcinoma of the head and neck: Hyperspectral imaging and artificial intelligence for improved margin assessment in an ex vivo setting.

Boehm F; Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Frauensteige 12, 89075 Ulm, Germany; Surgical Oncology Ulm, i2SOUL Consortium, Germany. Electronic address: felix.boehm@uniklinik-ulm.de., Alperovich A; Carl Zeiss AG, Corporate Research and Technology, Carl-Zeiss-Str. 22, 73447 Oberkochen, Germany., Schwamborn C; Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Frauensteige 12, 89075 Ulm, Germany; Surgical Oncology Ulm, i2SOUL Consortium, Germany., Mostafa M; Carl Zeiss Meditec AG, Rudolf-Eber-Str.11, 73447 Oberkochen, Germany., Giannantonio T; Carl Zeiss AG, Corporate Research and Technology, Carl-Zeiss-Str. 22, 73447 Oberkochen, Germany., Lingl J; Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Frauensteige 12, 89075 Ulm, Germany; Surgical Oncology Ulm, i2SOUL Consortium, Germany., Lehner R; Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Frauensteige 12, 89075 Ulm, Germany; Surgical Oncology Ulm, i2SOUL Consortium, Germany., Zhang X; Carl Zeiss Meditec AG, Rudolf-Eber-Str.11, 73447 Oberkochen, Germany., Hoffmann TK; Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Frauensteige 12, 89075 Ulm, Germany; Surgical Oncology Ulm, i2SOUL Consortium, Germany., Schuler PJ; Department of Otorhinolaryngology, Heidelberg University Medical Center, Im Neuenheimer Feld, 69120 Heidelberg, Germany.

Journal Article , 2025

Nondestructive evaluation of yellowing and senescence in 'Yali' pear using integrated hyperspectral and chlorophyll fluorescence imaging.

Cheng H; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China., Zhang Z; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China; College of Horticulture, Xinjiang Agricultural University, Urumqi 830000, Xinjiang, China., Feng Y; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China., He J; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China., Wang J; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China., Cheng Y; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China., Guan J; Institute of Biotechnology and Food Science, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050051, Hebei, China; Hebei Key Laboratory of Plant Genetic Engineering, Shijiazhuang 050051, Hebei, China. Electronic address: junfeng-guan@263.net.

Journal Article , 2025

Progress in machine learning-supported electronic nose and hyperspectral imaging technologies for food safety assessment: A review.

Girmatsion M; Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China; Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs; Laboratory of Risk Assessment for Oilseed Products (Wuhan), Ministry of Agriculture and Rural Affairs; Quality Inspection and Test Center for Oilseed Products, Ministry of Agriculture and Rural Affairs, China; Hamelmalo Agricultural College, Department of Food Science, Keren, Eritrea., Tang X; Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China; Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs; Laboratory of Risk Assessment for Oilseed Products (Wuhan), Ministry of Agriculture and Rural Affairs; Quality Inspection and Test Center for Oilseed Products, Ministry of Agriculture and Rural Affairs, China; Food Safety Research Institute, Hubei University, Wuhan 430062, China; Hubei Hongshan Laboratory, Wuhan 430070, China. Electronic address: wtxqtutu@163.com., Zhang Q; Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China; Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs; Laboratory of Risk Assessment for Oilseed Products (Wuhan), Ministry of Agriculture and Rural Affairs; Quality Inspection and Test Center for Oilseed Products, Ministry of Agriculture and Rural Affairs, China; Food Safety Research Institute, Hubei University, Wuhan 430062, China; Hubei Hongshan Laboratory, Wuhan 430070, China; Xianghu Laboratory, Hangzhou 311231, China., Li P; Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China; Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs; Laboratory of Risk Assessment for Oilseed Products (Wuhan), Ministry of Agriculture and Rural Affairs; Quality Inspection and Test Center for Oilseed Products, Ministry of Agriculture and Rural Affairs, China; Food Safety Research Institute, Hubei University, Wuhan 430062, China; Hubei Hongshan Laboratory, Wuhan 430070, China; Xianghu Laboratory, Hangzhou 311231, China. Electronic address: peiwuli@oilcrops.cn.

Journal Article; Review , 2025

Hyperspectral Imaging of Uterine Fibroids.

Therien AM; Department of Electrical Engineering, Columbia University, New York, New York, USA., Majumder JA; Department of Biomedical Engineering, Columbia University, New York, New York, USA., Joasil AS; Department of Electrical Engineering, Columbia University, New York, New York, USA., Fodera DM; Department of Biomedical Engineering, Columbia University, New York, New York, USA., Myers KM; Department of Mechanical Engineering, Columbia University, New York, New York, USA., Chen X; Irving Medical Center, Department of Pathology and Cell Biology, Columbia University, New York, New York, USA., Hendon CP; Department of Electrical Engineering, Columbia University, New York, New York, USA.

Journal Article , 2025

Effects of postoperative hand therapy in patients with Dupuytren's disease : A prospective hyperspectral imaging study.

Lorenz FM; Department of Hand Surgery, Center for Orthopaedics, Trauma Surgery and Rehabilitation Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany., Henning E; Section Epidemiology of Health Care and Community Health, Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany., Sicher C; Institute of Hygiene and Environmental Medicine, University Medicine Greifswald, Greifswald, Germany., Langner I; Department of Hand Surgery, Center for Orthopaedics, Trauma Surgery and Rehabilitation Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany. inga.langner@med.uni-greifswald.de.

Journal Article , 2025

Shortwave Infrared Hyperspectral Imaging to Detect Contaminants in the U.S. Food Supply.

Malakauskas DM; Atlanta Human and Animal Food Laboratory, U.S. Food and Drug Administration, Atlanta, Georgia, USA., Ding H; Arkansas Human and Animal Food Laboratory, U.S. Food and Drug Administration, Jefferson, Arkansas, USA., Berman BP; The MITRE Corporation, McLean, Virginia, USA., Thantu N; The MITRE Corporation, McLean, Virginia, USA., Karem KL; Atlanta Human and Animal Food Laboratory, U.S. Food and Drug Administration, Atlanta, Georgia, USA., Gammino VM; The MITRE Corporation, McLean, Virginia, USA.

Journal Article , 2025

Integrated of Hyperspectral Imaging and Machine Learning Algorithms for Nondestructive Detection of Therapeutic Properties of Plants.

Mahmoodi-Eshkaftaki M; Department of Mechanical Engineering of Biosystems, Jahrom University, Jahrom, Iran., Mohtashami S; Department of Horticultural Science, Faculty of Agriculture, Jahrom University, Jahrom, Iran., Parseh MJ; Department of Computer Engineering and Information Technology, Jahrom University, Jahrom, Iran., Ghani A; Department of Horticultural Science, Faculty of Agriculture, Jahrom University, Jahrom, Iran.

Journal Article , 2025

Hyperspectral Imaging and Deep Learning for Quality and Safety Inspection of Fruits and Vegetables: A Review.

Yang C; China Light Industry Key Laboratory of Food Intelligent Detection & Processing, School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China., Guo Z; China Light Industry Key Laboratory of Food Intelligent Detection & Processing, School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.; School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, United Kingdom., Fernandes Barbin D; School of Food Engineering, University of Campinas (UNICAMP), Campinas, 13083-862, São Paulo, Brazil., Dai Z; Beijing Key Laboratory of Multi-dimension & Multi-scale Computational Photography, LUSTER LightTech Co., Ltd. Beijing 100094, China., Watson N; School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, United Kingdom., Povey M; School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, United Kingdom., Zou X; China Light Industry Key Laboratory of Food Intelligent Detection & Processing, School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.

Journal Article; Review , 2025