Výsledky vyhledávání - "Chansong Hwang"

Akademický článek

A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy

Autor: Mitchell Sueker, Amirreza Daghighi, Alireza Akhbardeh, Nicholas MacKinnon, Gregory Bearman, Insuck Baek, Chansong Hwang, Jianwei Qin, Amanda M. Tabb, Jiahleen B. Roungchun, Rosalee S. Hellberg, Fartash Vasefi, Moon Kim, Kouhyar Tavakolian, Hossein Kashani Zadeh

Publikováno v: Sensors, Vol 23, Iss 22, p 9062 (2023)

Seafood mislabeling rates of approximately 20% have been reported globally. Traditional methods for fish species identification, such as DNA analysis and polymerase chain reaction (PCR), are expensive and time-consuming, and require skilled technicia

Externí odkaz: https://doaj.org/article/0d508fb6a3af4409872748ee3f6e3fb3

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Akademický článek

Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence

Publikováno v: Sensors, Vol 23, Iss 11, p 5149 (2023)

This study is directed towards developing a fast, non-destructive, and easy-to-use handheld multimode spectroscopic system for fish quality assessment. We apply data fusion of visible near infra-red (VIS-NIR) and short wave infra-red (SWIR) reflectan

Externí odkaz: https://doaj.org/article/fcedc67f868441888b156663dc585d80

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Akademický článek

Simulated Annealing-Based Hyperspectral Data Optimization for Fish Species Classification: Can the Number of Measured Wavelengths Be Reduced?

Autor: John Chauvin, Ray Duran, Kouhyar Tavakolian, Alireza Akhbardeh, Nicholas MacKinnon, Jianwei Qin, Diane E. Chan, Chansong Hwang, Insuck Baek, Moon S. Kim, Rachel B. Isaacs, Ayse Gamze Yilmaz, Jiahleen Roungchun, Rosalee S. Hellberg, Fartash Vasefi

Publikováno v: Applied Sciences, Vol 11, Iss 22, p 10628 (2021)

Relative to standard red/green/blue (RGB) imaging systems, hyperspectral imaging systems offer superior capabilities but tend to be expensive and complex, requiring either a mechanically complex push-broom line scanning method, a tunable filter, or a

Externí odkaz: https://doaj.org/article/fd18c1a6f0454c0ca3a24a360fcbaa59

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Akademický článek

Development of Fluorescence Imaging Technique to Detect Fresh-Cut Food Organic Residue on Processing Equipment Surface

Autor: Chansong Hwang, Changyeun Mo, Youngwook Seo, Jongguk Lim, Insuck Baek, Moon S. Kim

Publikováno v: Applied Sciences, Vol 11, Iss 1, p 458 (2021)

With increasing public demand for ready-to-eat fresh-cut food products, proper sanitation of food-processing equipment surfaces is essential to mitigate potential contamination of these products to ensure safe consumption. This study presents a sanit

Externí odkaz: https://doaj.org/article/f8c315e90a5844738134c1ff2f3ff735

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Simulated Annealing-Based Hyperspectral Data Optimization for Fish Species Classification: Can the Number of Measured Wavelengths Be Reduced?

Autor: Diane E. Chan, Ray Duran, Moon S. Kim, Alireza Akhbardeh, Nicholas B. Mackinnon, Kouhyar Tavakolian, John Chauvin, Insuck Baek, Jiahleen Roungchun, Chansong Hwang, Rosalee S. Hellberg, Jianwei Qin, Ayse Gamze Yilmaz, Rachel B. Isaacs, Fartash Vasefi

Publikováno v: Applied Sciences, Vol 11, Iss 10628, p 10628 (2021)
Applied Sciences
Volume 11
Issue 22

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::82943bfc8abd5133e37f6b5ee8186946
https://www.mdpi.com/2076-3417/11/22/10628

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Multimode hyperspectral data fusion for fish species identification using supervised and reinforcement learning

Autor: Alireza Akhbardeh, Kouhyar Tavakolian, Walter F. Schmidt, Ayse Gamze Yilmaz, Chansong Hwang, Insuck Baek, Nicholas B. Mackinnon, Ray Duran, Jianwei Qin, Rachel B. Isaacs, Fartash Vasefi, Moon S. Kim, Rosalee S. Hellberg

Publikováno v: Sensing for Agriculture and Food Quality and Safety XII.

Our goal is to use multiple spectroscopy methods in a single system and develop novel multimode spectroscopic data fusion techniques for fish species identification in real-time. We collected spectral signatures of fish fillets from six fish species

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fdb607a6d9ab6a9e3c0a4269ceb45ff6
https://doi.org/10.1117/12.2559226

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Inspecting species and freshness of fish fillets using multimode hyperspectral imaging techniques

Autor: Moon S. Kim, Jianwei Qin, Alireza Akhbardeh, Rachel B. Isaacs, Fartash Vasefi, Chansong Hwang, Rosalee S. Hellberg, Ayse Gamze Yilmaz, Walter F. Schmidt, Insuck Baek

Publikováno v: Sensing for Agriculture and Food Quality and Safety XII.

This study developed multimode hyperspectral imaging techniques to detect substitution and mislabeling of fish fillets. Line-scan hyperspectral images were collected from fish fillets in four modes, including reflectance in visible and nearinfrared (

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bc110a5808ede20632e82ed8f293bf14
https://doi.org/10.1117/12.2558684

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Detection of produce residues on processing equipment surfaces using fluorescence imaging

Autor: Changyeun Mo, Chansong Hwang, Moon S. Kim, Giyoung Kim

Publikováno v: Sensing for Agriculture and Food Quality and Safety XI.

A rapid and reliable inspection technique for determining sanitation status of produce processing equipment surfaces in processing facilities is needed to help reduce potential food safety risks. In this study, fluorescence imaging methods were evalu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6c30090367164771a0a5ed9e6495ff45
https://doi.org/10.1117/12.2520764

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Development of Fluorescence Imaging Technique to Detect Fresh-Cut Food Organic Residue on Processing Equipment Surface

Autor: Moon S. Kim, Insuck Baek, Jongguk Lim, Youngwook Seo, Chansong Hwang, Changyeun Mo

Publikováno v: Applied Sciences, Vol 11, Iss 458, p 458 (2021)
Applied Sciences
Volume 11
Issue 1

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::16c7b497a3dd8ba6e371a135594a30e6
https://doi.org/10.3390/app11010458

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Detection of fish fillet substitution and mislabeling using multimode hyperspectral imaging techniques

Autor: Rachel B. Isaacs, Fartash Vasefi, Insuck Baek, Rosalee S. Hellberg, Walter F. Schmidt, Ayse Gamze Yilmaz, Jianwei Qin, Chansong Hwang, Moon S. Kim, Alireza Akhbardeh

Publikováno v: Food Control. 114:107234

Substitution of high-priced fish species with inexpensive alternatives and mislabeling frozen-thawed fish fillets as fresh are two important fraudulent practices of concern in the seafood industry. This study aimed to develop multimode hyperspectral

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1baa32208f8a23635d64258a69007972
https://doi.org/10.1016/j.foodcont.2020.107234

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