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SCIESCOPUS
Application of multimodal data fusion and explainable AI for classifying water stress in sweet potatoesopen access

Choi, Ji Won; Cho, Soo Been; Hidayat, Mohamad Soleh; Hwang, Woon-Ha; Cho, Young-Son; Lee, Hoonsoo; Cho, Byoung-Kwan; Kim, Geonwoo

ArticleIssue Date2025CitationFrontiers in Plant Science, v.16PublisherFrontiers Media S.A.
SCIESCOPUS
Current trends in the use of thermal imagery in assessing plant stresses: A review

Adhitama Putra Hernanda, Reza; Lee, Hoonsoo; Cho, Jung-il; Kim, Geonwoo; Cho, Byoung-Kwan; Kim, Moon S.

ArticleIssue Date2024CitationComputers and Electronics in Agriculture, v.224PublisherElsevier BV
SCOPUS
Deep learning–driven hyperspectral imaging for drought stress detection in dragoon lettuce for space production

Kim, Hangi; Park, Eun-Sung; Kim, Moon S.; Baek, Insuck; Costine, Blake; Spencer, LaShelle E.; O'Rourke, Aubrie; Lee, Hoonsoo; Kim, Geonwoo; Mo, Changyeun, et al.

ArticleIssue Date2026CitationComputers and Electronics in Agriculture, v.242PublisherElsevier B.V.
SCIESCOPUS
Detection of Abiotic Stress in Potato and Sweet Potato Plants Using Hyperspectral Imaging and Machine Learningopen access

Park, Min-Seok; Faqeerzada, Mohammad Akbar; Jang, Sung Hyuk; Kim, Hangi; Lee, Hoonsoo; Kim, Geonwoo; Cho, Young-Son; Hwang, Woon-Ha; Kim, Moon S.; Baek, Insuck, et al.

ArticleIssue Date2025CitationPlants, v.14, no.19PublisherMDPI AG
SCOPUS
Detection of Edible Insect Kolbe (Protaetia brevitarsis seulensis) Powder Adulteration Using FTIR Spectroscopy and Chemometrics: A Regression-Based Analysisopen access

Hidayat, Mohamad Soleh; Hernanda, Reza Adhitama Putra; Cho, Byoung-Kwan; Lee, Hoonsoo; Kurniawan, Hary; Kim, Geonwoo

ArticleIssue Date2025CitationBIO Web of Conferences, v.192PublisherEDP Sciences
SCIESCOPUS
Development of a CNN classifier with XAI to detect interpretable water stress in sweet potato using RGB imagesopen access

Cho, Soo Been; Choi, Ji Won; Hidayat, Mohamad Soleh; Cho, Jung-Il; Lee, Hoonsoo; Cho, Byoung-Kwan; Kim, Geonwoo

ArticleIssue Date2025CitationAgricultural Water Management, v.321PublisherElsevier BV
SCIESCOPUS
Development of a Mercury Bromide Birefringence Measurement System Based on Brewster’s Angleopen access

Kwon, Oh-Tae; Kim, Geonwoo; Bae, Hyungjin; Ryu, Jaeyeol; Woo, Sikwan; Cho, Byoung-Kwan

ArticleIssue Date2023CitationSensors, v.23, no.9PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCOPUS
Machine Learning-Driven Root Plant Phenotyping Using Imaging Solution for Space Farming Applications

Hidayat, Mohamad Soleh; Cho, Soo Been; Choi, Ji Won; Jeong, Woosik; Lee, Taegil; Cho, Byoung-Kwan; Kim, Geonwoo

ArticleIssue Date2025CitationProceedings of SPIE - The International Society for Optical Engineering, v.13484PublisherSPIE
SCIESCOPUS
Near-infrared hyperspectral imaging for online measurement of the viability detection of naturally aged watermelon seedsopen access

Yasmin, Jannat; Ahmed, Mohammed Raju; Wakholi, Collins; Lohumi, Santosh; Mukasa, Perez; Kim, Geonwoo; Kim, Juntae; Lee, Hoonsoo; Cho, Byoung-Kwan

ArticleIssue Date2022CitationFrontiers in Plant Science, v.13PublisherFrontiers Media S.A.
SCIESCOPUS
Nondestructive discrimination of seedless from seeded watermelon seeds by using multivariate and deep learning image analysis

Mukasa, Perez; Wakholi, Collins; Faqeerzada, Mohammad Akbar; Amanah, Hanim Z.; Kim, Hangi; Joshi, Rahul; Suh, Hyun-Kwon; Kim, Geonwoo; Lee, Hoonsoo; Kim, Moon S., et al.

ArticleIssue Date2022CitationComputers and Electronics in Agriculture, v.194PublisherElsevier BV
SCIESCOPUS
Optimized feature selection and machine learning for non-destructive estimation of soil volumetric water content in Chinese cabbage using hyperspectral imaging

Im, Seung-Hyun; Faqeerzada, Mohammad Akbar; Cho, Byoung-Kwan; Kim, Geonwoo; Lee, Hoonsoo

ArticleIssue Date2025CitationVibrational Spectroscopy, v.139PublisherElsevier BV
SCIESCOPUS
Quantitative detection of benzoyl peroxide in wheat flour using line-scan short-wave infrared hyperspectral imaging

Kim, Geonwoo; Lee, Hoonsoo; Baek, Insuck; Cho, Byoung-Kwan; Kim, Moon S.

ArticleIssue Date2022CitationSensors and Actuators, B: Chemical, v.352PublisherElsevier BV
SCIESCOPUS
Quantitative Evaluation of Food-Waste Components in Organic Fertilizer Using Visible-Near-Infrared Hyperspectral Imagingopen access

Kim, Geonwoo; Lee, Hoonsoo; Cho, Byoung-Kwan; Baek, Insuck; Kim, Moon S.

ArticleIssue Date2021CitationAPPLIED SCIENCES-BASEL, v.11, no.17PublisherMDPI
SCIESCOPUS
Real-Time Detection and Classification of Scirtothrips dorsalis on Fruit Crops with Smartphone-Based Deep Learning System: Preliminary Resultsopen access

Niyigena, Gildas; Lee, Sangjun; Kwon, Soonhwa; Song, Daebin; Cho, Byoung-Kwan

ArticleIssue Date2023CitationInsects, v.14, no.6PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Recent Methods for Evaluating Crop Water Stress Using AI Techniques: A Reviewopen access

Cho, Soo Been; Soleh, Hidayat Mohamad; Choi, Ji Won; Hwang, Woon-Ha; Lee, Hoonsoo; Cho, Young-Son; Cho, Byoung-Kwan; Kim, Moon S.; Baek, Insuck; Kim, Geonwoo

ArticleIssue Date2024CitationSensors, v.24, no.19PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Recent Trends in Machine Learning, Deep Learning, Ensemble Learning, and Explainable Artificial Intelligence Techniques for Evaluating Crop Yields Under Abnormal Climate Conditionsopen access

Choi, Ji Won; Hidayat, Mohamad Soleh; Cho, Soo Been; Hwang, Woon-Ha; Lee, Hoonsoo; Cho, Byoung-Kwan; Kim, Moon S.; Baek, Insuck; Kim, Geonwoo

ArticleIssue Date2025CitationPlants, v.14, no.18PublisherMDPI AG
SCIESCOPUS
Snapshot-Based Visible-Near Infrared Multispectral Imaging for Early Screening of Heat Injury during Growth of Chinese Cabbageopen access

Kim, Geonwoo; Lee, Hoonsoo; Wi, Seung Hwan; Cho, Byoung-Kwan

ArticleIssue Date2022CitationApplied Sciences-basel, v.12, no.18PublisherMDPI
SCIESCOPUSKCI
딥러닝 기술을 활용한 복숭아 ‘미황’의 성숙도 자동 분류

Lee, Sang Jun; Shin, Mi Hee; Jayasooriya, L. Sugandhi Hirushika; Wijethunga, W.M. Upeksha Darshani; Lee, Seul Ki; Cho, Jung Gun; Jang, Si Hyeong; Cho, Byoung-Kwan; Kim, Jin Gook

ArticleIssue Date2024CitationHorticultural Science & Technology, v.42, no.1, pp 80 - 93Publisher한국원예학회
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