Search Results - "Hyperspectral Imaging"

Decoding the spectrum of meat quality: advances in hyperspectral imaging for multi-attribute analysis.

Authors: Yi X Li W Li Y et al.

Source: Food chemistry [Food Chem] 2025 Dec 25; Vol. 496 (Pt 3), pp. 146912. Date of Electronic Publication: 2025 Nov 01.

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Meat*/analysis , Hyperspectral Imaging*/methods , Hyperspectral Imaging*/instrumentation, Animals ; Cattle ; Poultry ; Swine ; Food Quality

Surgical hyperspectral imaging: a systematic review.

Authors: Ali HM Xiao Y Kersten-Oertel M

Source: Computer assisted surgery (Abingdon, England) [Comput Assist Surg (Abingdon)] 2025 Dec; Vol. 30 (1), pp. 2546819. Date of Electronic Publication: 2025 Aug 18.

Publication Type: Journal Article; Systematic Review; Review

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 101681550 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2469-9322 (Electronic) Linking ISSN: 24699322 NLM ISO Abbreviation: Comput Assist Surg (Abingdon) Subsets: MEDLINE

MeSH Terms: Hyperspectral Imaging*/methods , Hyperspectral Imaging*/instrumentation , Surgery, Computer-Assisted*/methods, Humans ; Animals ; Image Processing, Computer-Assisted/methods

Non-destructive assessment of bayberry quality using hyperspectral imaging analysis: from individual to template-packaged product via model transfer.

Authors: Yuan LM Fu X Zuo X et al.

Source: Food chemistry [Food Chem] 2025 Dec 30; Vol. 497, pp. 146965. Date of Electronic Publication: 2025 Nov 06.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Hyperspectral Imaging*/methods , Fruit*/chemistry , Myrica*/chemistry, Quality Control ; Food Packaging

A multi-task deep learning model based on transformer for simultaneously evaluating the TVB-N and TVC contents of chicken breasts using two different hyperspectral imaging.

Authors: Li X Cai M Liu Z et al.

Source: Food chemistry [Food Chem] 2025 Dec 25; Vol. 496 (Pt 2), pp. 146725. Date of Electronic Publication: 2025 Oct 11.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Meat*/analysis , Meat*/microbiology , Hyperspectral Imaging*/methods , Deep Learning* , Nitrogen*/analysis, Animals ; Chickens

Oat flour identification and quantification for multigrain bread - The successful combination of hyperspectral imaging, information theory and chemometrics for conformity assessment.

Authors: Roca-Nasser EA Medina-García M Martínez-Domingo MA et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Dec 15; Vol. 343, pp. 126529. Date of Electronic Publication: 2025 Jun 07.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Flour*/analysis , Bread*/analysis , Avena*/chemistry , Hyperspectral Imaging*/methods , Chemometrics*/methods, Least-Squares Analysis ; Support Vector Machine ; Discriminant Analysis

Hyperspectral imaging and machine learning for quality assessment of apples with different bagging types.

Authors: Zhu H Qin S Liang S et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Dec 15; Vol. 343, pp. 126443. Date of Electronic Publication: 2025 May 21.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Malus*/chemistry , Machine Learning* , Hyperspectral Imaging*/methods , Fruit*/chemistry, Algorithms ; Food Quality ; Color

Feasibility assessment on the use of near infrared hyperspectral imaging for the screening of vitamin C content and total soluble solids in strawberries.

Authors: Baca-Bocanegra B Espinar García AI Hernández-Hierro JM et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Dec 15; Vol. 343, pp. 126542. Date of Electronic Publication: 2025 Jun 06.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Fragaria*/chemistry , Ascorbic Acid*/analysis , Fruit*/chemistry , Hyperspectral Imaging*/methods, Feasibility Studies ; Spectroscopy, Near-Infrared/methods ; Least-Squares Analysis ; Solubility

Combining VNIR and NIR hyperspectral imaging techniques with a data fusion strategy for the determination of fat content, acid value, and storage time of walnuts.

Authors: Zhao Z Qiu J Liu X et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Dec 15; Vol. 343, pp. 126355. Date of Electronic Publication: 2025 Jun 06.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Juglans*/chemistry , Hyperspectral Imaging*/methods , Fats*/analysis , Food Storage* , Acids*/analysis , Nuts*/chemistry, Spectroscopy, Near-Infrared/methods ; Least-Squares Analysis ; Support Vector Machine

Early detection of apple bruises using spectral-spatial enhanced 3D CNN and region-based hyperspectral analysis.

Authors: Liu C Wu X Yang W et al.

Source: Food research international (Ottawa, Ont.) [Food Res Int] 2025 Dec; Vol. 222 (Pt 1), pp. 117630. Date of Electronic Publication: 2025 Sep 27.

Publication Type: Journal Article

Journal Info: Publisher: Published on behalf of the Canadian Institute of Food Science and Technology by Elsevier Applied Science Country of Publication: Canada NLM ID: 9210143 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7145 (Electronic) Linking ISSN: 09639969 NLM ISO Abbreviation: Food Res Int Subsets: MEDLINE

MeSH Terms: Malus* , Fruit* , Hyperspectral Imaging*/methods , Neural Networks, Computer*, Deep Learning ; Imaging, Three-Dimensional/methods

Development of a method for quantifying metabolites in Escherichia coli colonies using hyperspectral imaging.

Authors: Takama M Suematsu T Okano T et al.

Source: Journal of bioscience and bioengineering [J Biosci Bioeng] 2025 Dec; Vol. 140 (6), pp. 395-402. Date of Electronic Publication: 2025 Oct 01.

Publication Type: Journal Article

Journal Info: Publisher: Society for Biotechnology, Japan Country of Publication: Japan NLM ID: 100888800 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1347-4421 (Electronic) Linking ISSN: 13474421 NLM ISO Abbreviation: J Biosci Bioeng Subsets: MEDLINE

MeSH Terms: Escherichia coli*/metabolism , Anthraquinones*/metabolism , Hyperspectral Imaging*/methods, Chromatography, High Pressure Liquid ; Least-Squares Analysis ; Fermentation

Deep learning-based regression of food quality attributes using near-infrared spectroscopy and hyperspectral imaging: A review.

Authors: Xiao Y Zhou L Zhao Y et al.

Source: Food chemistry [Food Chem] 2025 Nov 30; Vol. 493 (Pt 4), pp. 145932. Date of Electronic Publication: 2025 Aug 21.

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Deep Learning* , Food Quality* , Hyperspectral Imaging*/methods, Spectroscopy, Near-Infrared/methods ; Regression Analysis

Hyperspectral Imaging for Identifying Foreign Objects on Pork Belly.

Authors: Ghimpeteanu G Rajani H Quintana J et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Nov 17; Vol. 25 (22). Date of Electronic Publication: 2025 Nov 17.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

MeSH Terms: Hyperspectral Imaging*/methods , Food Contamination*/analysis , Red Meat*/analysis, Animals ; Swine ; Image Processing, Computer-Assisted/methods ; Spectroscopy, Near-Infrared/methods

Synergistic multi-level fusion framework of VNIR and SWIR hyperspectral data for soybean fungal contamination detection.

Authors: Shao X Guo Z Qin Y et al.

Source: Food chemistry [Food Chem] 2025 Nov 15; Vol. 492 (Pt 3), pp. 145559. Date of Electronic Publication: 2025 Jul 19.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Glycine max*/microbiology , Glycine max*/chemistry , Fungi*/isolation & purification , Fungi*/chemistry , Fungi*/classification , Food Contamination*/analysis , Hyperspectral Imaging*/methods, Spectroscopy, Near-Infrared/methods ; Algorithms ; Neural Networks, Computer

Predicting the composition of aroma components in Baijiu using hyperspectral imaging combined with a replication allocation strategy-enhanced stacked ensemble learning model.

Authors: Huang Y Tian J Hu X et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Nov 15; Vol. 341, pp. 126398. Date of Electronic Publication: 2025 May 14.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Odorants*/analysis , Hyperspectral Imaging*/methods , Soy Foods*/analysis , Machine Learning*, Esters/analysis ; Acids/analysis ; Ensemble Learning

Label-free classification of nanoscale drug delivery systems using hyperspectral imaging and convolutional neural networks.

Authors: Lim K Ardekani A

Source: International journal of pharmaceutics [Int J Pharm] 2025 Nov 10; Vol. 684, pp. 126065. Date of Electronic Publication: 2025 Aug 28.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7804127 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3476 (Electronic) Linking ISSN: 03785173 NLM ISO Abbreviation: Int J Pharm Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Hyperspectral Imaging*/methods , Drug Delivery Systems* , Nanoparticle Drug Delivery System*/classification , Nanoparticle Drug Delivery System*/chemistry, Doxorubicin/administration & dosage ; Doxorubicin/chemistry ; Doxorubicin/analogs & derivatives ; Liposomes ; Deep Learning ; Nanoparticles/chemistry ; Convolutional Neural Networks ; Polyethylene Glycols

Combining Vis-NIR and NIR hyperspectral imaging techniques with a data fusion strategy for rapid and nondestructive determination of multiple nutritional qualities in flaxseed.

Authors: Zhu D Han J Liu C et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Nov 05; Vol. 340, pp. 126306. Date of Electronic Publication: 2025 Apr 28.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Flax*/chemistry , Nutritive Value* , Hyperspectral Imaging*/methods, Spectroscopy, Near-Infrared/methods ; Least-Squares Analysis ; Principal Component Analysis ; Support Vector Machine ; Stearic Acids/analysis ; Plant Proteins/analysis ; Linear Models

Detection of composite heavy metal content in rape leaf using feature clustering and hyperspectral imaging technology.

Authors: Sun J Li B Liu Y et al.

Source: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Nov 05; Vol. 340, pp. 126387. Date of Electronic Publication: 2025 May 10.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

MeSH Terms: Plant Leaves*/chemistry , Metals, Heavy*/analysis , Hyperspectral Imaging*/methods , Brassica napus*/chemistry, Cluster Analysis ; Support Vector Machine ; Least-Squares Analysis ; Algorithms

Evaluating the Performance of Hyperspectral Imaging Endoscopes: Mitigating Parameters Affecting Spectral Accuracy.

Authors: Mazdeyasna S Arefin MS Fales A et al.

Source: Biosensors [Biosensors (Basel)] 2025 Nov 04; Vol. 15 (11). Date of Electronic Publication: 2025 Nov 04.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Pub Country of Publication: Switzerland NLM ID: 101609191 Publication Model: Electronic Cited Medium: Internet ISSN: 2079-6374 (Electronic) Linking ISSN: 20796374 NLM ISO Abbreviation: Biosensors (Basel) Subsets: MEDLINE

MeSH Terms: Hyperspectral Imaging*/methods , Endoscopes*, Humans

Noninvasive multiclass milk contaminant detection using hyperspectral imaging and hybrid ensemble learning.

Authors: Iqbal M Aqeel M Sohaib A

Source: Journal of dairy science [J Dairy Sci] 2025 Nov; Vol. 108 (11), pp. 11903-11918. Date of Electronic Publication: 2025 Sep 03.

Publication Type: Journal Article

Journal Info: Publisher: American Dairy Science Association Country of Publication: United States NLM ID: 2985126R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-3198 (Electronic) Linking ISSN: 00220302 NLM ISO Abbreviation: J Dairy Sci Subsets: MEDLINE

MeSH Terms: Milk*/chemistry , Food Contamination*/analysis , Hyperspectral Imaging*/methods, Animals ; Cattle ; Ensemble Learning

Determination of the pathological staging of the oral squamous cell carcinoma based on microscopic hyperspectral imaging.

Authors: Zhang Y Liu Z Wu C et al.

Source: Oral oncology [Oral Oncol] 2025 Nov; Vol. 170, pp. 107686. Date of Electronic Publication: 2025 Sep 19.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9709118 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0593 (Electronic) Linking ISSN: 13688375 NLM ISO Abbreviation: Oral Oncol Subsets: MEDLINE

MeSH Terms: Mouth Neoplasms*/pathology , Mouth Neoplasms*/diagnostic imaging , Carcinoma, Squamous Cell*/pathology , Carcinoma, Squamous Cell*/diagnostic imaging , Hyperspectral Imaging*/methods, Humans ; Neoplasm Staging/methods ; Support Vector Machine ; Machine Learning ; Male ; Female ; Middle Aged ; Principal Component Analysis