ScholarWorks@경상국립대학교

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김건우 프로필 사진

김건우

Geonwoo, Kim

생물산업기계공학과

농업생명과학대학

Scopus ORCID Research Gate

연구분야

Food safety and quality,
Nondestructive evaluation for agicultural product (Hyperspectral imaging, ultrasonic testing),
Ultrasonic testing,
농산물 비파괴평가(초분광, 음향),
식품 안전 및 품질,
초음파 탐상

2021

2026

연도별 연구 활동 현황

전체 51건 중 1번부터 10번까지의 결과를 표시합니다.

2026

Article

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 ;
... Kim, Geonwoo ;
외 5명

2026-02
Computers and Electronics in Agriculture
Elsevier BV

Funding

[IRIS/통합Ezbaro-1차]우주식물 생육 모니터링 및 안전성 평가를 위한 융합 영상 시스템 개발

김건우

2026-02

2025

Article

Development of a CNN classifier with XAI to detect interpretable water stress in sweet potato using RGB images

Cho, Soo Been ;
Choi, Ji Won ;
Hidayat, Mohamad Soleh ;
Cho, Jung-Il ;
Lee, Hoonsoo ;
... Kim, Geonwoo ;
외 1명

2025-12
Agricultural Water Management
Elsevier BV

Funding

(EZ-IRIS-2차-위탁) 우주근사환경 내 작물생산 시스템 개발

김건우

2025-12

Article

Classification of geographical origin of wheat flour using NIR spectroscopy and femtosecond LA-ICP-MS coupled with chemometric models

Kim, Geonwoo ;
Baek, Kyounghye ;
Hidayat, Mohamad Soleh ;
Jeong, Jimin ;
Kim, Ho Jin ;
외 2명

2025-11
Microchemical Journal
Elsevier BV

Article

AI-empowered rehabilitation assistance program for patients with lower-limb musculoskeletal disorders

Hong, Yeonggeol ;
Kim, Geonwoo ;
Lee, Dong-Yeong ;
Song, Sang-Youn ;
Kim, Soung-Yon ;
... Jang, Kyoung-Je ;
외 4명

2025-11
IEEE Access
Institute of Electrical and Electronics Engineers Inc.

Article

Detection of Abiotic Stress in Potato and Sweet Potato Plants Using Hyperspectral Imaging and Machine Learning

Park, Min-Seok ;
Faqeerzada, Mohammad Akbar ;
Jang, Sung Hyuk ;
Kim, Hangi ;
Lee, Hoonsoo ;
... Kim, Geonwoo ;
... Cho, Young-Son ;
외 4명

2025-10
Plants
MDPI AG

Article

Detection of Edible Insect Kolbe (Protaetia brevitarsis seulensis) Powder Adulteration Using FTIR Spectroscopy and Chemometrics: A Regression-Based Analysis

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

2025-10
BIO Web of Conferences
EDP Sciences

Article

Application of multimodal data fusion and explainable AI for classifying water stress in sweet potatoes

Choi, Ji Won ;
Cho, Soo Been ;
Hidayat, Mohamad Soleh ;
Hwang, Woon-Ha ;
Cho, Young-Son ;
... Kim, Geonwoo ;
외 2명

2025-10
Frontiers in Plant Science
Frontiers Media S.A.

Article

Recent Trends in Machine Learning, Deep Learning, Ensemble Learning, and Explainable Artificial Intelligence Techniques for Evaluating Crop Yields Under Abnormal Climate Conditions

Choi, Ji Won ;
Hidayat, Mohamad Soleh ;
Cho, Soo Been ;
Hwang, Woon-Ha ;
Lee, Hoonsoo ;
... Kim, Geonwoo ;
외 3명

2025-09
Plants
MDPI AG

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