PAPERS

• Chang-Hyup Lee, Sang-Yeon Kim, Eungchan Kim, Sungjay Kim, Suk-Ju Hong*, Ghiseok Kim*.

Convolutional Neural Network-Integrated Image Processing Method for the Post-Harvest Removal Process of Garlic Clove (Allium Sativum)

Applied Engineering in Agriculture, accepted. [SCIE] [Link]

• Seongmin Park, Suk-Ju Hong, Chang-Hyup Lee, Eungchan Kim, Sang-Yeon Kim, Cheorun Jo, Ghiseok Kim*.

Non-destructive Evaluation of Microbial Quality of Beef (M. Longissimus Thoracis Muscle) using Visible/NIR Hyperspectral Imaging and Machine Learning Methods

Journal of Animal Science and Technology, accepted. [SCIE, JCR 6.8%] [Link]

• Ahyeong Lee, Insuck Baek, Jinse Kim, Suk-Ju Hong*, Moon S. Kim*.

Deep Learning Approaches for Bruised Mandarin Orange Classification by Fluorescence Hyperspectral Imaging

Postharvest Biology and Technology, 230, 113724. [SCIE, JCR 0.4%] [Link]

• Jiwon Ryu, Suk-Ju Hong, Seongmin Park, Eungchan Kim, Chang-Hyup Lee, Sungjay Kim, Azfar Ismail, ChangSug Lee, DongHee Kim, Cheorun Jo, Ghiseok Kim*. (2024)

Nondestructive freshness evaluation of mackerel fish using Vis/NIR hyperspectral imaging and multivariate analysis

Journal of Food Engineering, 377, 112086. [SCIE, IF 5.3, JCR 15.9%] [Link]

• Sang-Yeon Kim, Seongmin Park, Suk-Ju Hong, Eungchan Kim, Nandita Irsaulul Nurhisna, Jongmin Park, Ghiseok Kim*. (2024)

Time-series prediction of onion quality changes in cold storage based on long short-term memory networks

Postharvest Biology and Technology, 213, 112927. [SCIE, JCR 1.2%] [Link]

• Suk-Ju Hong, Jinse Kim, Ahyeong Lee*. (2024)

Real-Time Morphological Measurement of Oriental Melon Fruit Through Multi-Depth Camera Three-Dimensional Reconstruction

Food and Bioprocess Technology, 17(12), 5038-5052. [SCIE, JCR 15.9%] [Link]

• Suk-Ju Hong, Sungjay Kim, ChangHyup Lee, Seongmin Park, Kyoung-Chul Kim, Ahyeong Lee*, Ghiseok Kim*. (2024)

On-Plant Size and Weight Estimation of Tomato Fruits Using Deep Neural Networks and RGB-D Imaging

Journal of the ASABE, 67(2), 439-450. [SCIE] [Link]

• Na-Yeon Lee, In-Su Na, Kang-Woo Lee, Dong-Ho Lee, Jin-Woo Kim, Moo-Chang Kook, Suk-Ju Hong, Jae-Yong Son, A-Young Lee, Ae-Son Om, Young-Min Kim, Soon-Mi Shim*. (2024)

Detection of physical hazards from fruit processed products using hyperspectral imaging and prediction based on PLS-DA and logistic regression machine learning models

Applied Food Research, 4(2), 100506. [ESCI] [Link]

• Azfar Ismail, Hag Ju Lee, Suk-Ju Hong, Ghiseok Kim, Minwoo Choi, Cheorun Jo*. (2024)

Evaluation of plasma-activated lactic-gallic acid treated chicken meats on the freshness, volatile changes, and metabolites through multi-analytical techniques

Innovative Food Science & Emerging Technologies, 91, 103544. [SCIE, JCR 9.54%] [Link]

• Ahyeong Lee, Jinse Kim, Suk-Ju Hong*. (2023)

Segmentation of Apple’s External Defect Based on Near-Infrared Hyperspectral Imaging System

Journal of Korea Academia-Industrial cooperation Society, 24(12), 559-567. [KCI] [Link]

• Suk-Ju Hong, Ahyeong Lee*, Jinse Kim. (2023)

Evaluation of Rotational Device During Transport for Full Surface Inspection of Pear Fruit

Journal of Agricultural Machinery Engineering, 3(1), 29-34. [Link]

• Sungjay Kim, Suk-Ju Hong, Jiwon Ryu, Eungchan Kim, Chang-Hyup Lee, Ghiseok Kim*. (2023)

Application of amodal segmentation on cucumber segmentation and occlusion recovery

Computers and Electronics in Agriculture, 210, 107847. [SCIE, JCR 0.86%] [Link]

• Ahyeong Lee, Giyoung Kim, Suk-Ju Hong, Seong-Wan Kim, Ghiseok Kim*. (2023)

Classification of Dead Cocoons Using Convolutional Neural Networks and Machine Learning Methods

IEEE Access, 11, 137317-137327. [SCIE] [Link]

• Suk-Ju Hong, Ahyeong Lee*, Jinse Kim. (2023)

Development of Real-time 3D Reconstruction and Volume Estimation Technology for Pear Fruit Using Multiple Depth Cameras

Journal of Korea Academia-Industrial cooperation Society, 24(10), 1-8. [KCI] [Link]

• Hyeon-Chae Yoo, Young-Wook Seo, Jinse Kim, Suk-Ju Hong, Ahyeong Lee*. (2023)

Image Analysis Based on ResNet50 Model for Classification of Wheat Seed Varieties and Physical Properties

Journal of Korea Academia-Industrial cooperation Society, 24(9), 436-442. [KCI] [Link]

• Suk-Ju Hong, Ahyeong Lee, Sang-Yeon Kim, Eungchan Kim, Jiwon Ryu, Dae Young Kim, Ghiseok Kim*. (2023)

X-ray Imaging Assessment of Internal Seed Morphology as a Nondestructive Viability Prediction for Triploid Watermelon Seeds

Journal of the ASABE, 66(5), 1099-1108. [SCIE] [Link]

• Eungchan Kim, Seongmin Park, Suk-Ju Hong, Sang-Yeon Kim, Chang-Hyup Lee, Ghiseok Kim*. (2023)

A Shine Muscat Grape Berry Detection and Grape Cluster Compactness Estimation for Assessment of Grape Quality based on Instance Segmentation Methods

Journal of the ASABE, 66(5), 1175-1185. [SCIE] [Link]

• Seongmin Park, Suk-Ju Hong, Sungjay Kim, Jiwon Ryu, Seungwoo Roh, Ghiseok Kim*. (2023)

Classification of Fresh and Frozen-Thawed Beef Using a Hyperspectral Imaging Sensor and Machine Learning

Agriculture, 13, 918. [SCIE] [Link]

• Suk-Ju Hong, Seongmin Park, Chang-Hyup Lee, Sungjay Kim, Seung-Woo Roh, Nandita Irsaulul Nurhisna, Ghiseok Kim*. (2023)

Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability

IEEE Access, 11, 38061-38071. [SCIE] [Link]

• Sang-Yeon Kim, Suk-Ju Hong, Eungchan Kim, Chag-Hyup Lee, Ghiseok Kim*. (2023)

Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy

Journal of Food Engineering, 338, 111254. [SCIE, JCR 17.96%] [Link]

• Suk-Ju Hong, Seongmin Park, Ahyeong Lee, Sang-Yeon Kim, Eungchan Kim, Chang-Hyup Lee, Ghiseok Kim*. (2023)

Nondestructive prediction of pepper seed viability using single and fusion information of hyperspectral and X-ray images

Sensors and Actuators A:Physical, 250, 114151. [SCIE, JCR 16.45%] [Link]

• EungChan Kim, Suk-Ju Hong, Sang-Yeon Kim, Chang-Hyup Lee, Sungjay Kim, Hyuck-Joo Kim*, Ghiseok Kim*. (2022)

CNN-based object detection and growth estimation of plum fruit (Prunus mume) using RGB and depth imaging techniques

Scientific Reports, 12(1), 1-16. [SCIE] [Link]

• Suk-Ju Hong, Tao Yang, Sang-Yeon Kim, Eungchan Kim, Chang-Hyup Lee, Nandita Irasaulul Nurhisna, Sungjay Kim, Seung-Woo Roh, Jiwon Ryu, Ghiseok Kim*. (2022)

Nondestructive prediction of rice seed viability using spectral and spatial information modeling of visible-near infrared hyperspectral images

Journal of the ASABE, 65(5), 997-1006. [SCIE] [Link]

• Nandita Irsaulul Nurhisna, Sang-Yeon Kim, Seongmin Park, Suk-Ju Hong, Eungchan Kim, Chang-Hyup Lee, Sungjay Kim, Jiwon Ryu, Seungwoo Roh, Daeyoung Kim, Ghiseok Kim*. (2022)

Quality Estimation of Net Packaged Onions during Storage Periods using Machine Learning Techniques

Korean Journal of Packging Sceince & Technology, 28(3), 237-244. [KCI] [Link]

• Suk-Ju Hong, Il Nam, Sang-Yeon Kim, Eungchan Kim, Chang-Hyup Lee, Sebeom Ahn, Il-Kwon Park, Ghiseok Kim*. (2021)

Automatic Pest Counting from Pheromone Trap Images Using Deep Learning Object Detectors for Matsucoccus thunbergianae Monitoring

Insects, 12(4), 342. [SCIE, JCR 17.16%] [Link] 

• Yunhyeok Han†, Barnabas Abraham Tarakey†, Suk-Ju Hong, Sang-Yeon Kim, Eungchan Kim, Chang-Hyup Lee, Ghiseok Kim*. (2021)

Calibration and Image Processing of Aerial Thermal Image for UAV Application in Crop Water Stress Estimation

Journal of Sensors, 2021, 1-14. [SCIE] [Link]

• Nandita Irasaulul Nurhisna , Suk-ju Hong , Sang-yeon Kim , Eungchan Kim , Chang-hyup Lee , Sungjay Kim , Seung-woo Roh , Jiwon Ryu , Ghiseok Kim*. (2021)

Basic study on multiple sensing techniques for plant phenomics analysis of plant resources

Journal of Agricultural Machinery Engineering, 1(1), 25-29. [Link]

• Ji-Yong Bae†, Won Choi†, Suk-Ju Hong, Sangyeon Kim, Eungchan Kim, Chang-Hyup Lee, Yun-Hyeok Han, Hwan Hur, Key-Sung Lee, Ki-Soo Chang, Geon-Hee Kim, Ghiseok Kim*. (2020)

Design, fabrication, and performance evaluation of portable and large-area blackbody system

Sensors, 20(20), 5836. [SCIE] [Link]

• Suk-Ju Hong, Sang-Yeon Kim, Eungchan Kim, Chang-Hyup Lee, Jung-Sup Lee, Dong-Soo Lee, Jiwoong Bang, Ghiseok Kim*. (2020)

Moth Detection from Pheromone Trap Images Using Deep Learning Object Detectors 

Agriculture, 10(5), 170. [SCIE] [Link]

• Ah-Yeong Lee, Sang-Yeon Kim, Suk-Ju Hong, Yun-heok Han, Yonghun Choi, Minyoung Kim, Seok Kyu Yun, Ghiseok Kim*. (2019)

Phenotypic Analysis of Fruit Crops Water Stress Using Infrared Thermal Imaging

Journal of Biosystems Engineering, 44(2), 87-94. [SCOPUS] [Link]

• Suk-Ju Hong, Yunhyeok Han, Sang-Yeon Kim, Ah-Yeong Lee, Ghiseok Kim*. (2019)

Application of Deep-Learning Methods to Bird Detection Using Unmanned Aerial Vehicle Imagery

Sensors, 19(7), 1651. [SCIE] [Link]

• Suk-Ju Hong, Ah-Yeong Lee, Yun-hyeok Han, Jongmin Park, Jung Duck So, Ghiseok Kim*. (2018)

Rancidity Prediction of Soybean Oil by Using Near-Infrared Spectroscopy Techniques

Journal of Biosystems Engineering, 42(3), 219-228. [KCI] [Link]

• Ghiseok Kim, Suk-Ju Hong, Ah-Yeong Lee, Ye-Eun Lee, Sangjun Im*. (2017). 

Moisture Content Measurement of Broadleaf Litters Using Near-Infrared Spectroscopy Technique

Remote Sensing, 9(12), 1212. [SCIE, JCR 21.67%] [Link]

• Ji Yong Bae, Kye-Sung Lee, Hwan Hur, Ki-Hwan Nam, Suk-Ju Hong, Ah-Yeong Lee, Ki Soo Chang, Geon-Hee Kim, Ghiseok Kim*

3D Defect Localization on Exothermic Faults within Multi-Layered Structures Using Lock-In Thermography: An Experimental and Numerical Approach

Sensors, 17(10), 2231. [SCIE] [Link]

• Suk-Ju Hong, Shin-Joung Rho, Ah-Yeong Lee, Heesoo Park, Jinshi Cui, Jongmin Park, Soon-Jung Hong, Yong-Ro Kim, Ghiseok Kim*. (2017)

Rancidity estimation of perilla seed oil by using near-infrared spectroscopy and multivariate analysis techniques

Journal of Spectroscopy, 2017, 10. [SCIE] [Link]

• Eunsoo Park, Suk-Ju Hong, Ah-Yeong Lee, Jongmin Park, Byoung-Kwan Cho, Ghiseok Kim*. (2017)

Phenotyping of Low-Temperature Stressed Pepper  Seedlings Using Infrared Thermography

Journal of Biosystems Engineering, 42(3), 163-169. [KCI] [Link]

• Won-Kyung Kim, Suk-Ju Hong, Jinshi Cui, Hak-Jin Kim, Jongmin Park, Seung-Hwan Yang, Ghiseok Kim*. (2017)

Application of NIR spectroscopy and Artificial Neural Network Techniques for Real-Time Discrimination of Soil Categories

Journal of Korean Society for Nondestructive Testing, 37(2), 148-157. [KCI] [Link]