인공지능비전연구실

부교수
박 현 준

학 력

2017 부산대학교 전기전자컴퓨터공학과 공학박사
2009 부산대학교 컴퓨터공학과 공학석사
2007 부산대학교 전자전기정보컴퓨터공학부 공학사

경 력

2017.03 ~ 2018.03: 부산대학교 IT기반융합산업창의인력양성사업단 연수연구원
2018.04 ~ 2024.09: 청주대학교 인공지능소프트웨어학과 조교수
2021.01 ~ 2021.12: 청주대학교 융복합교육센터장
2018.01 ~ 현재: 한국정보통신학회 이사, 부회장 등
2024.10 ~ 현재: 국립한국해양대학교 인공지능공학부 부교수

연구분야

컴퓨터비전, 영상처리, 공장자동화, 인공지능

Google Schalor
박현준 교수정보

국립한국해양대학교
홈페이지

국립한국해양대학교
인공지능공학부

연구논문 (SCI, SCOPUS, KCI. Last Update: 2025.03.26)

Suh, Jungho, Chang, Sungbok, Park, Hyunjun, "Optimization of Video Stimuli Parameters in EMDR Therapy Using Artificial Neural Networks for Enhanced Treatment Efficacy", Applied Sciences, vol. 15, no. 2, pp. 934, 2025, MDPI.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Developing a Robust Fuzzy Inference Algorithm in a Dog Disease Pre-Diagnosis System for Casual Owners", Animals, vol. 14, no. 24, pp. 3561, 2024, MDPI.
Cui, Zhengyan, Zhang, Junjun, Ding, Huijuan, Noh, Giseop, Park, Hyun Jun, "Dynamic Deeper Graph Convolutional Network for Traffic Prediction", 2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA), vol. 3, pp. 229-233, 2023, IEEE.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, "Combining supervised and unsupervised fuzzy learning algorithms for robust diabetes diagnosis", Applied Sciences, vol. 13, no. 1, pp. 351, 2023, MDPI.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Combining Hough Transform and Fuzzy Unsupervised Learning Strategy in Automatic Segmentation of Large Bowel Obstruction Area from Erect Abdominal Radiographs", 2023, Korea Institute of Information and Communication Engineering.
Ahn, Young-Pill, Kim, Kwang Baek, Park, Hyun-Jun, "Comparison of the Effect of Interpolation on the Mask R-CNN Model", 2023, Korea Institute of Information and Communication Engineering.
Cui, Zhengyan, Zhang, Junjun, Noh, Giseop, Park, Hyun Jun, "Adstgcn: A dynamic adaptive deeper spatio-temporal graph convolutional network for multi-step traffic forecasting", Sensors, vol. 23, no. 15, pp. 6950, 2023, MDPI.
Cui, Zhengyan, Zhang, Junjun, Noh, Giseop, Park, Hyun Jun, "Mfdgcn: Multi-stage spatio-temporal fusion diffusion graph convolutional network for traffic prediction", Applied Sciences, vol. 12, no. 5, pp. 2688, 2022, MDPI.
Zhang, Junjun, Cui, Zhengyan, Park, Hyun Jun, Noh, Giseop, "BHGAttN: A Feature-Enhanced Hierarchical Graph Attention Network for Sentiment Analysis", Entropy, vol. 24, no. 11, pp. 1691, 2022, MDPI.
Zhang, Junjun, Cui, Zhengyan, Park, Hyun Jun, Noh, Giseo , "BHGAN: A Hierarchical Graph Network Based on Feature Enhancement", 2022 International Conference on Engineering and Emerging Technologies (ICEET), pp. 1-5, 2022, IEEE.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Robust automatic segmentation of inflamed appendix from ultrasonography with double-layered outlier rejection fuzzy C-means clustering", Applied Sciences, vol. 12, no. 11, pp. 5753, 2022, MDPI.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Cooperative pixel clustering for accurate automatic inflamed appendix extraction from ultrasound images", International Journal of Computational Vision and Robotics, vol. 11, no. 6, pp. 640-652, 2021, Inderscience Publishers.
Lee, Sun Joo, Song, Doo Heon, Kim, Kwang Baek, Park, Hyun Jun, "Efficient fuzzy image stretching for automatic ganglion cyst extraction using fuzzy C-means quantization", Applied Sciences, vol. 11, no. 24, pp. 12094, 2021, MDPI.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "CareMyDog: Pet dog disease information system with PFCM inference for pre-diagnosis by caregiver", Journal of information and communication convergence engineering, vol. 19, no. 1, pp. 29-35, 2021, The Korea Institute of Information and Commucation Engineering.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Hybrid Fuzzy Association Structure for Robust Pet Dog Disease Information System", 2021.
Park, Hyun Jun, "A method to convert non-numeric characters into numerical values in dynamic time warping for string matching", International Journal of Electrical and Computer Engineering, vol. 11, no. 3, pp. 2660, 2021, IAES Institute of Advanced Engineering and Science.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, "Intelligent automatic segmentation of wrist ganglion cysts using DBSCAN and fuzzy C-means", Diagnostics, vol. 11, no. 12, pp. 2329, 2021, MDPI.
Kim, Kwang Baek, Kim, Gwang Ha, Song, Doo Heon, Park, Hyun Jun, Kim, Chang Won, "Automatic segmentation of liver/kidney area with double-layered fuzzy C-means and the utility of hepatorenal index for fatty liver severity classification", Journal of Intelligent & Fuzzy Systems, vol. 39, no. 1, pp. 925-936, 2020, IOS Press.
Park, Hyun-Jun, Lee, Kyounghee, "Implementation of an open artificial intelligence platform based on web and tensorflow", 2020.
Park, Hyun Jun, Kim, Kwang Baek, "Depth image correction for intel realsense depth camera", Indones. J. Electr. Eng. Comput. Sci, vol. 19, pp. 1021-1027, 2020.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, , "Automatic segmentation of ceramic materials with relaxed possibilistic c-means clustering for defect detection", Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), vol. 19, no. 3, pp. 1505-1511, 2020.
Kim, Kwang B, Park, Hyun Jun, Song, Doo Heon, , "Automatic Characterizations of Lumbar Multifidus Muscle and Intramuscular Fat with Fuzzy C-means based Quantization from Ultrasound Images", Current Medical Imaging Reviews, vol. 16, no. 5, pp. 592-600, 2020, Bentham Science Publishers direct.
Park, Hyun, Kim, Kwang, , "Estimation of object location probability for object detection using brightness feature only", International Journal of Electrical and Computer Engineering (IJECE), vol. 9, no. 6, pp. 5227-5234, 2019.
Kim, Kwang B, Park, Hyun Jun, Song, Doo Heon, , "Semi-dynamic control of FCM initialization for automatic extraction of inflamed appendix from ultrasonography", Current Medical Imaging Reviews, vol. 15, no. 8, pp. 810-816, 2019, Bentham Science Publishers direct.
Park, Hyun Jun, Kim, Kwang Baek, , "Extracting acoustic shadowing from ultrasound image using local difference", Indones. J. Electr. Eng. Comput. Sci, vol. 13, pp. 205-209, 2019.
Park, Hyun Jun, Terauchi, Mutsuhiro, Cha, Eui-Young, Shin, Bok-Suk, , "A New Approach to Optic Disc Segmentation Based on Contrast Enhancement and Brightness Difference", Journal of Medical Imaging and Health Informatics, vol. 9, no. 4, pp. 801-806, 2019, American Scientific Publishers.
Kim, Kwang Baek, Lee, Jong Hee, Park, Hyun Jun, Song, Doo Heon, , "Auto-segmentation of Intima/Adventitia of the Vessel by Subtracting Different types of Binarization Results", INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING, vol. 11, no. 1, pp. 108-111, 2019.
Kim, Kwang Baek, Song, Yu-Seon, Park, Hyun Jun, Song, Doo Heon, Choi, Byung Kwan, , "A fuzzy C-means quantization based automatic extraction of rotator cuff tendon tears from ultrasound images", Journal of Intelligent & Fuzzy Systems, vol. 35, no. 1, pp. 149-158, 2018, IOS Press.
Park, Joonsung, Song, Doo Heon, Nho, Hosung, Choi, Hyun-Min, Kim, Kyung-Ae, Park, Hyun Jun, Kim, Kwang Baek, , "Automatic segmentation of brachial artery based on fuzzy C-means pixel clustering from ultrasound images", International Journal of Electrical and Computer Engineering, vol. 8, no. 2, pp. 638-643, 2018, IAES Institute of Advanced Engineering and Science.
Park, Hyun Jun, Kim, Kwang Baek, , "Morphological Detection of Carotid Intima-Media Region for Fully Automated Thickness Measurement by Ultrasonogram", Journal of information and communication convergence engineering, vol. 15, no. 4, pp. 250-255, 2017, The Korea Institute of Information and Commucation Engineering.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, Kim, Tai-Hoon, , "Automatic Nucleus Extraction of Uterine Cervical Pap-Smears with Lighting Compensation and Cell-Specific Morphological Features", Journal of Medical Imaging and Health Informatics, vol. 7, no. 3, pp. 680-684, 2017, American Scientific Publishers.
Park, Hyun Jun, Kim, Kwang Baek, , "Improved Discrimination of Gallbladder in Ultrasonogram by Support Vector Machine using Significance Test", International Information Institute (Tokyo). Information, vol. 20, no. 8A, pp. 5691-5696, 2017, International Information Institute.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, Jang, Man-Chul, Kim, Jong-Bae, , "Automatic extraction of subcutaneous fat from ultrasound images of cervical vertebrae", ASIA LIFE SCIENCES, vol. 25, no. 1, pp. 155-165, 2016, ASIA LIFE SCIENCES.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, Choi, Byung Kwan, , "Automatic ultrasonographic measurement of abdominal muscle thickness with fuzzy binarization and image processing techniques", Journal of Medical Imaging and Health Informatics, vol. 6, no. 6, pp. 1363-1369, 2016, American Scientific Publishers.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, , "Vision-based Crack Identification on the Concrete Slab Surface using Fuzzy Reasoning Rules and Self-Organizing", International Journal of Electrical and Computer Engineering, vol. 6, no. 4, pp. 1577, 2016, IAES Institute of Advanced Engineering and Science.
Lee, Ho Chang, Kim, Kwang Baek, Park, Hyun Jun, Cha, Eui-Young, , "An improved adaptive binarization algorithm based on fuzzy logic", International Journal of Software Engineering and Its Applications, vol. 10, no. 10, pp. 1-8, 2016.
Park, Hyun Jun, Kim, Kwang Baek, Cha, Eui-Young, , "An effective color quantization method using octree‐based self‐organizing maps", Computational intelligence and neuroscience, vol. 2016, no. 1, pp. 5302957, 2016, Hindawi Publishing Corporation.
Park, Hyun Jun, Kim, Kwang Baek, Cha, Eui-Young, , "Improved method to locate the gallbladder in sonogram based on support vector machine", Journal of Medical Imaging and Health Informatics, vol. 6, no. 7, pp. 1566-1569, 2016, American Scientific Publishers.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, , "Computer vision based automatic extraction and thickness measurement of deep cervical flexor from ultrasonic images", Computational and Mathematical Methods in Medicine, vol. 2016, no. 1, pp. 5892051, 2016, Hindawi Publishing Corporation.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, , "Automatic Extraction of Appendix from Ultrasonography with Self‐Organizing Map and Shape‐Brightness Pattern Learning", BioMed research international, vol. 2016, no. 1, pp. 5206268, 2016, Hindawi Publishing Corporation.
Park, Hyun-Jun, Kim, Kwang-Baek, , "COLOR QUANTIZATION USING POPULARITY-BASED k-MEANS", Far East Journal of Electronics and Communications, vol. 16, no. 4, pp. 897, 2016, Pushpa Publishing House.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, , "Intelligent home disease pre-diagnosis system for Korean traditional medicine using neural networks", International Journal of Information and Communication Technology, vol. 8, no. 1, pp. 1-9, 2016, Inderscience Publishers.
Park, Hyun Jun, Kim, Kwang Baek, , "Improved k-means Color Quantization based on Octree", Journal of The Korea Society of Computer and Information, vol. 20, no. 12, pp. 9-14, 2015, Korean Society of Computer Information.
Kim, Kwang Baek, Song, Doo Heon, Park, Hyun Jun, Kim, Sungshin, , "Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering", Advances in Neural Networks–ISNN 2015, pp. 297-304, 2015, Springer International Publishing.
Park, Hyun Jun, Kim, Kwang Baek, Cha, Eui Young, , "AN EFFECTIVE COLOR QUANTIZATION METHOD USING COLOR IMPORTANCE-BASED SELF-ORGANIZING MAPS.", Neural Network World, vol. 25, no. 2, 2015.
Lee, Ho Chang, Kim, Kwang Baek, Park, Hyun Jun, Cha, Eui-Young, , "An α-cut Automatic Set based on Fuzzy Binarization Using Fuzzy Logic", Journal of the Korea Institute of Information and Communication Engineering, vol. 19, no. 12, pp. 2924-2932, 2015.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, Han, Sang-suk, , "Developing an intelligent automatic appendix extraction method from ultrasonography based on fuzzy ART and image processing", Computational and Mathematical Methods in Medicine, vol. 2015, no. 1, pp. 389057, 2015, Hindawi Publishing Corporation.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, , "Developing Intelligent Health Diagnosis System for Korean Traditional Medicine: Database Construction and Neural Inference", Int. J. Bio-Sci. Bio-Technol, vol. 6, pp. 1-8, 2014.
Kim, Kwang Baek, Park, Hyun Jun, Kim, Sungshin, Lee, Sun Joo, , "Extraction and analysis of muscle areas from abdominal ultrasonographic images", Journal of Medical Imaging and Health Informatics, vol. 4, no. 1, pp. 8-13, 2014, American Scientific Publishers.
Kim, Kwang Baek, Park, Hyun Jun, Kim, Gwang Ha, , "An analysis of muscles from ultrasound image using morphological information of fascia and thoracic vertebra", Multimedia Tools and Applications, vol. 71, pp. 931-945, 2014, Springer US.
Kim, Kwang Baek, Park, Hyun Jun, Song, Doo Heon, , "Self health diagnosis system for Korean traditional medicine with enhanced ART2", Adv Sci Technol Lett, vol. 33, pp. 16-9, 2013.
Park, Hyun-Jun, Kim, Kwang-Baek, Cha, Eui-Young, , "Facial Feature Extraction using Multiple Active Appearance Model", The Journal of the Korea institute of electronic communication sciences, vol. 8, no. 8, pp. 1201-1206, 2013.
Park, Hyun-Jun, Kim, Mi-Kyung, Cha, Eui-Young, , "Image Enhancement using Automatic Unsharp Masking", Proceedings of the Korean Institute of Information and Commucation Sciences Conference, pp. 985-988, 2007.

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