Suk-Hwan Lee, Professor

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Research Experience

  • 2020 - Present: Full Professor, Dept. of Computer Engineering, Dong-A University
  • 2023 – Present : Chief of Center, SW Innovation Center, Dong-A University
  • 2005 - 2019: Assistant, Associate, and Full Professor, Dept. of Information Security, Tongmyong University
  • 2019 : Dean of Software Engineering Department, Tongmyong University

Education

  • 2004: Ph.D, Electrical Engineering, Kyungpook National University, Deagu, South Korea
  • 2001: M.S, Electrical Engineering, Kyungpook National University, Deagu, South Korea
  • 1999: B.S, Electrical Engineering, Kyungpook National University, Deagu, South Korea

Awards & Grants

University Award

  • 2023: Outstanding Teacher Award, Dong-A University
  • 2019: Best Lecture Award, Tongmyong University
  • 2018, 2012: National Project Award, Tongmyong University
  • 2017: Outstanding Teacher Award (Research), Tongmyong University
  • 2011: Outstanding Teacher Award (Industrial Cooperation), Tongmyong University

Research Award

  • 2023, 2022, 2016, 2015: Academic Achievement Award, Korea Multimedia
  • 2019: Academic Achievement Award, IEICE NOLTA Society
  • 2018, 2012: Best Paper Award, Korea Multimedia Society
  • 2009: Marquis Who’s Who in the World

Academic Activities

Membership

  • IEEE, KMMS (Korea Multimedia Society)
  • IEIE (The Institute of Electronics and Information Engineers)
  • KIISC (Korea Institute of Information Security & Cryptology)

Society Committee

  • 2020–Current: Vice-presidential executive & Journal Editor-in-Chief, KMMS
  • 2018–2019: Board Member, KIISC
  • 2012–2018: Board Member, IEEK Computer Society
  • 2009–2018: Board Member, IEEE R10 Busan (Changwon) Section
  • 2005–2019: Board Member, KMMS
  • International Conference:
    • MITA 2020–2023 (Program Committee)
    • JKCCS 2016, 2019 (Program Co-Chairs)

Projects (R&D, Education)

Principal Investigator

  • 2023–2030: SW Centered University Project, Ministry of Science and ICT
  • 2022–2025: Digital Twin Testbed Platform (Digital Twin City Lab Project), Ministry of Science and ICT
  • 2020–2023: DNN Model Watermarking and Authentication Techniques for AI Safety, Ministry of Science and ICT
  • 2016–2019: Illegal 3D print filtering and security technologies for secure 3D printing informatics, National Research Foundation
  • 2014–2019: CK-1, ICT Port Logistics Convergence Project
  • 2011–2016: BioSecurity – Protection of Genome Sequence & Microscopy Image, National Research Foundation
  • 2009–2011: 3D Content-based 3D Hashing Techniques, National Research Foundation
  • 2008–2010: Research on Robust & Fragile Watermarking for Tamper-Resistant and Copyright Protection of 3D Medical Image, National Research Foundation
  • 2007–2008: Research on Watermarking Techniques for Copyright Protection of Mobile 3D Game Content, National Research Foundation
  • 2006–2007: Development of Information Hiding Technology to Protect Intellectual Rights of 3D Game Content and Videos Serviced on Converged Broadcasting Networks, SKT
  • 2005–2006: 3D Computer Animation Content Protection System, National Research Foundation

Cooperation & Participant

  • 2021–Present: AI & Digital Twin Platform Practical ICC Center
  • 2021–2025: Training for Advanced Software Engineer, IITP/MSIT
  • 2021–2022: Smart Campus Challenge Project (Digital Twin Platform for Smart Fire Protection Safety Management based on 5G-AIoT Multi-Sensors), Ministry of Land, Infrastructure and Transport
  • 2018: Discovering an Experiential VR Maritime Cultural Map Agenda, National Research Foundation
  • 2016: Develop Ultra-High Resolution (4K+) Embedded Systems and Solutions with Real-time Interactivity and Scalable Multidisplay, KIAT
  • 2015–2018: Develop a Multimodal Media Application Framework that Enables Personal Media to be Connected, Shared, Combined, and Reconfigured, ETRI
  • 2013–2018: BB21 Project, Developing Smart 3D Content Modeling and Interaction Technology for Augmented Reality, Busan Metropolitan City
  • 2012–2014: GIS-Based Weather Information Management, National Research Foundation
  • 2008–2011: Developing Integrated GIS Security Solutions to Prevent Illegal Distribution of GIS Content and Control User Access, Ministry of Education
  • 2008–2010: Developed Geo-Contents Watermarking Mashup Service Technology and Customized Interactive Web-GIS Solutions, Ministry of SMEs and Startups
  • 2007–2010: BB21 Project, Development of High-Definition Video Protection and Context-Aware Adaptive Authentication S/W Technology on Heterogeneous Devices, Busan Metropolitan City
  • 2005–2008: Hardware Development of a Content Protection System for Tracking Illegal Copying and Distribution of Camera Phones, Ministry of Education and Science

SCIE Journal Publications

  • Phuoc-Dat Lam, Bon-Hyon Gu, Hoang-Khanh Lam, Soo-Yol Ok, Suk-Hwan Lee, “Digital Twin Smart City: Integrating IFC and CityGML with Semantic Graph for Advanced 3D City Model Visualization,” Sensors, 24(12), 3761, Jun 2024.
  • Kyeong-Hwan Moon, Soo-Yol Ok, Suk-Hwan Lee, “SupCon-MPL-DP: Supervised Contrastive Learning with Meta Pseudo Labels for Deepfake Image Detection,” Applied Sciences, 14(8), 3249, 2024.
  • Hyeon-Cheol Kim, Hoang-Khanh Lam, Suk-Hwan Lee, Soo-Yol Ok, “Early Fire Detection System by Using Automatic Synthetic Dataset Generation Model Based on Digital Twins,” Applied Sciences, 14(8), 3249, 2024.
  • Khurshedjon Farkhodov, Suk-Hwan Lee, Jan Platos, Ki-Ryong Kwon, “Deep Reinforcement Learning Tf-Agent-Based Object Tracking With Virtual Autonomous Drone in a Game Engine,” IEEE Access, Vol. 11, pp. 124129-124138, October 2023.
  • Anh-Thuan Tran, Hoanh-Su Le, Suk-Hwan Lee, Ki-Ryong Kwon, “Local Graph Point Attention Network in Point Cloud Segmentation,” IEEE Access, Vol. 11, pp. 33296-33312, April 2023.
  • Van-Nhan Tran, Seong-Geun Kwon, Suk-Hwan Lee, Hoanh-Su Le, Ki-Ryong Kwon, “Generalization of Forgery Detection with Meta Deepfake Detection Model,” IEEE Access, Vol. 11, pp. 535-546, Jan. 2023.
  • Jin-Hyeok Park, Khurshedjon Farkhodov, Suk-Hwan Lee, Ki-Ryong Kwon, “Deep Reinforcement Learning-Based DQN Agent Algorithm for Visual Object Tracking in a Virtual Environmental Simulation,” Applied Sciences, 12(7), 3220, March 2022.
  • Tuan Le Dinh, Suk-Hwan Lee, Seong-Geun Kwon, Ki-Ryong Kwon, “COVID-19 Chest X-ray Classification and Severity Assessment Using Convolutional and Transformer Neural Networks,” Applied Sciences, 12(10), 4861, May 2022.
  • Md Mamunur Rashid, Piljoo Choi, Suk-Hwan Lee, Ki-Ryong Kwon, “Block-HPCT Blockchain Enabled Digital Health Passports and Contact Tracing of Infectious Diseases like COVID-19,” Sensors, 22(11), 4256, June 2022.
  • Long Hoang, Suk-Hwan Lee, Eung-Joo Lee, Ki-Ryong Kwon, “Multiclass Skin Lesion Classification Using a Novel Lightweight Deep Learning Framework for Smart Healthcare,” Applied Sciences, 12(5), 2677, March 2022.
  • Long Hoang, Suk-Hwan Lee, Eung-Joo Lee, Ki-Ryong Kwon, “GSV-NET: A Multi-Modal Deep Learning Network for 3D Point Cloud Classification,” Applied Sciences, 12(1), 483, January 2022.
  • Long Hoang, Suk-Hwan Lee, Ki-Ryong Kwon, “A Deep Learning Method for 3D Object Classification and Retrieval Using the Global Point Signature Plus and Deep Wide Residual Network,” Sensors, 21(8), 2644, April 2021.
  • Seong-Geun Kwon, Oh-Jun Kwon, Ki-Ryong Kwon, Suk-Hwan Lee, “UWB and MEMS IMU Integrated Positioning Algorithm for a Work-Tool Tracking System,” Applied Sciences, 11(19), 8826, September 2021.
  • Van-Nhan Tran, Suk-Hwan Lee, Hoanh-Su Le, Ki-Ryong Kwon, “High Performance DeepFake Video Detection on CNN-Based with Attention Target-Specific Regions and Manual Distillation Extraction,” Applied Sciences, 11(16), 7678, August 2021
  • Caleb Vununu, Suk-Hwan Lee, Ki-Ryong Kwon, “A Classification Method for the Cellular Images Based on Active Learning and Cross-Modal Transfer Learning,” Sensors, 21(4), 1469, Feb. 2021.
  • Caleb Vununu, Suk-Hwan Lee, Ki-Ryong Kwon, “A Strictly Unsupervised Deep Learning Method for HEp-2 Cell Image Classification,” Sensors, 20(9), 2717, May 2020.
  • Gyusung Cho, Suk-Hwan Lee, “Cloud-Based Virtual Port-Container Terminal Establishment and Operation Analysis,” Electronics, 9(10), 1615, October, 2020
  • Long Hoang, Suk-Hwan Lee, Ki-Ryong Kwon, “A 3D Shape Recognition Method Using Hybrid Deep Learning Network CNN–SVM,” Electronics, 9(4), 649, April 2020
  • Suk-Hwan Lee, Eung-Joo Lee, Ki-Ryong Kwon, “Multi-scale Curvature based Robust Hashing for Vector Model Retrieval and Authentication,” Arabian Journal for Science and Engineering, Vol. 44, Issue 4, pp. 3235-3251, 2019.
  • Bong-Joo Jang, Suk-Hwan Lee, Young-Suk Lee, Ki-Ryong Kwon, “Biological Viral Infection Watermarking Architecture of MPEG/H.264/AVC/HEVC,” Electronics, 8(8), 889, 2019.
  • Caleb Vununu , Suk-Hwan Lee, Ki-Ryong Kwon, “A Deep Feature Extraction Method for HEp-2 Cell Image Classification,” Electronics, 8(1), 20, 2019.
  • Caleb Vununu , Suk-Hwan Lee, Oh-Jun Kwon, Ki-Ryong Kwon, “A Dynamic Learning Method for the Classification of the HEp-2 Cell Images,” Electronics, 8(8), 850, 2019.
  • Long Hoang, Suk-Hwan Lee, Oh-Heum Kwon, Ki-Ryong Kwon, “A Deep Learning Method for 3D Object Classification Using the Wave Kernel Signature and A Center Point of the 3D-Triangle Mesh,” Electronics, 8(10), 1196, 2019.
  • Giao N. Pham, Suk-Hwan Lee, Ki-Ryong Kwon, et al., “Vector Map Random Encryption Algorithm Based on Multi-Scale Simplification and Gaussian Distribution,” Applied Sciences, 9(22), 4889, 2019.
  • Giao N. Pham, Suk-Hwan Lee, Ki-Ryong Kwon, “Interpolating Spline Curve Based Perceptual Encryption for 3D Printing Model,” Applied Sciences, 8(2), 242, Feb. 2018.
  • Giao N. Pham, Suk-Hwan Lee, Oh-Heum Kwon, Ki-Ryong Kwon, “A 3D Printing Model Watermarking Algorithm Based on 3D Slicing and Feature Points,” Electronics, 7(2), 23, Feb. 2018.
  • Suk-Hwan Lee, “Reversible Data Hiding for DNA Sequence Using Multilevel Histogram Shifting,” Security and Communication Networks, Vol. 2018, Article ID 3530969, March 2018.
  • Suk-Hwan Lee, Eung-Joo Lee, Won-Joo Hwang, Ki-Ryong Kwon, “Reversible DNA Data Hiding Using Multiple Difference Expansions for DNA Authentication and Storage,” Multimedia Tools and Applications, Vol. 77, Issue 15, pp. 19499-19526, August 2018.
  • Giao N. Pham, Suk-Hwan Lee, Oh-Heum Kwon, Ki-Ryong Kwon, “A Watermarking Method for 3D Printing Based on Menger Curvature and K-Mean Clustering,” Symmetry, 10(4), 97, April 2018.
  • Giao N. Pham, Suk-Hwan Lee, Oh-Heum Kwon, Ki-Ryong Kwon, “Anti-3D Weapon Model Detection for Safe 3D Printing Based on Convolutional Neural Networks and D2 Shape Distribution,” Symmetry, 10(4), 90, March 2018.
  • Giao N. Pham, Suk-Hwan Lee, Oh-Heum Kwon, Ki-Ryong Kwon, “Two-Dimensional (2D) Slices Encryption-Based Security Solution for Three-Dimensional (3D) Printing Industry,” Electronics, 7(5), 64, May 2018.
  • Caleb Vununu, Kwang-Seok Moon, Suk-Hwan Lee, Ki-Ryong Kwon, “A Deep Feature Learning Method for Drill Bits Monitoring Using the Spectral Analysis of the Acoustic Signals,” Sensors, 18(8), 2634, August 2018.
  • Sukhrob Atoev, Oh-Heum Kwon, Suk-Hwan Lee, Ki-Ryong Kwon, “An Efficient SC-FDM Modulation Technique for UAV Communication Link,” Electronics, 7(12), 352, Nov. 2018.
  • Thong Huynh, Olivica Priyono, Suk-Hwan Lee, Won-Joo Hwang, “Simultaneous mobility of data sources and content requesters in content-centric networking,” Peer-to-Peer Networking and Applications, Vol 10, Issue 1, pp. 31-44, Jan. 2017.
  • Bong-Joo Jang, Suk-Hwan Lee, Eung-Joo Lee, SangHun Lim, Ki-Ryong Kwon, “A crypto-marking method for secure vector map,” Multimedia tools and applications, Vol. 76, Issue 14, pp. 16011-16044, July 2017.
  • Thong Huynh, Olivica Priyono, Suk-Hwan Lee, Won-Joo Hwang, “Simultaneous mobility of data sources and content requesters in content-centric networking,” Peer-to-Peer Networking and Applications, Vol 10, Issue 1, pp. 31-44, Jan. 2017.
  • Pham Ngoc Giao, Suk-Hwan Lee, Ki-Ryong Kwon, “Perceptual Encryption Based on Features of Interpolating Curve for Vector Map,” IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E100-A, No. 5, pp.1156-1164, May 2017.
  • Liu Yang, Suk-Hwan Lee, Seong-Geun Kwon, Ki-Ryong Kwon, “Skin-pigmentation-disorder detection algorithm based on projective coordinates,” Optik - International Journal for Light and Electron Optics,” Vol. 127, Issue 15, pp. 5899-5913, Aug. 2016.
  • Kevin Santoso, Suk-Hwan Lee, Won-Joo Hwang, Ki-Ryong Kwon, “Sector-based DNA Information Hiding Method,” Security and Communication Networks, Vol. 9, Issue 17, pp. 4210–4226, Nov. 2016.
  • Liu Yang, Suk-Hwan Lee, Ki-Ryong Kwon, et al., “Skin Pigment Recognition using Projective Hemoglobin-Melanin Coordinate Measurements,” Journal of Electrical Engineering & Technology, Vol. 11, Issue 6, pp. 1825-1838, Nov. 2016.
  • Kevin Nathanael Santoso, Suk-Hwan Lee, Won-Joo Hwang, Ki-Ryong Kwon, “Information Hiding in Noncoding DNA for DNA Steganography,” IEICE Transactions on fundamentals of electronics communications and computer sciences, Vol. E97-A, No. 7, pp. 1529-1536, July, 2015.
  • Wenkai Xu, Ick-Soo Lee, Suk-Hwan Lee, Bo Lu, Eung-Joo Lee, “MultiView-Based Hand Posture Recognition Method Based on Point Cloud,” KSII Trans. on Internet and Information Systems, Vol. 9, No. 7, pp. 2585-2598 , July, 2015.
  • Wenkai Xu, Suk-Hwan Lee, Eung-Joo Lee, “A Robust Method for Partially Occluded Face Recognition,” KSII Trans. on Internet and Information Systems, Vol. 9, No. 7, pp. 2667-2682, July, 2015.
  • Hoang-Linh To, Suk-Hwan Lee, Won-Joo Hwang, “A Burst Loss Probability Model with Impatient Customer Feature for Optical Burst Switching Networks,” International Journal of Communication Systems, Vol. 28, Issue 11, pp. 1729-1740, July, 2015.
  • Thong Huynh, Ngoc-Thai Pham, Suk-Hwan Lee, Won-Joo Hwang, “Dynamic Control Policy for Delay Guarantees in Multi-hop Wireless Networks,” Wireless Personal Communications, Springer, Vol. 80, Issue 2, pp. 647-670, Jan. 2015.
  • Hiep H. Nguyen, Suk-Hwan Lee, Won-Joo Hwang, “Optimal Resource Allocation for Energy Efficiency in Coordinated Multicell OFDMA Networks,” International Journal of Communication Systems, Vol. 28, Issue 14, pp. 2020-2034, Sept. 2015.
  • Suk-Hwan Lee, “DNA Sequence Watermarking Method based on Random Circular Angle,” Digital Signal Processing, Vol. 25, pp. 173-189, Feb. 2014.
  • Suk-Hwan Lee, “DWT Based Coding DNA Watermarking for DNA Copyright Protection,” Information Sciences, Vol. 273, pp. 263-286, July, 2014.
  • Suk-Hwan Lee, Xiao-Jiao Huo, Ki-Ryong Kwon, “Vector Watermarking Method for Digital Map Protection Using Arc Length Distribution,” IEICE Trans. Information and System, Vol.E97-D, No.1 pp.34-42, Jan. 2014.
  • Bong-Joo Jang, Suk-Hwan Lee, Sanghun Lim, Ki-Ryong Kwon, “Progressive vector compression for high accuracy GIS vector map data,” International Journal of Geographical Information Science, Vol. 28, Issue 4, pp. 763-779, 2014.
  • Bong-Joo Jang, Suk-Hwan Lee, Ki-Ryong Kwon, “ Perceptual Encryption with Compression for Secure Vector Map Data Processing,” Digital Signal Processing, Vol 25, pp. 224-243, Feb. 2014.
  • Suk-Hwan Lee, Won-Joo Hwang, Ki-Ryong Kwon, “Perceptual 3D model hashing using key-dependent shape feature,” Multimedia Tools and Applications, Vol. 73, pp.1723-1755, Dec. 2014.
  • Suk-Hwan Lee, Won-Joo Hwang, Ki-Ryong Kwon, “Polyline Curvatures Based Robust Vector Data Hashing,” Multimedia Tools and Applications, Vol. 73, pp.1913-1942, Dec. 2014.
  • Lutbat Yadamsuren, Enkhbat Rentsen, Suk-Hwan Lee, Won-Joo Hwang, “Parametric network utility maximization problem,” Optimization Letters, Vol. 8, Issue 3, pp. 889-901, March, 2014.
  • Suk-Hwan Lee, Seong-Geun Kwon, Ki-Ryong Kwon, “Geometric Multiple Watermarking Scheme for Mobile 3D Content Based on Anonymous Buyer-Seller Watermarking Protocol,” KSII Trans. on Internet and Information Systems, Vol. 8, No. 2, pp. 504-523, Feb. 2014.
  • Suk-Hwan Lee, Won-Joo Hwang, Jai-Jin Jung, Ki-Ryong Kwon, “Vector Map Data Compression Using Polyline Feature,” IEICE Trans. Fundamentals , Vol.E97-A, No.7, pp. 1595-1604, July, 2014.
  • Suk-Hwan Lee, Seong-Geun Kwon, Ki-Ryong Kwon, “Robust Hashing of Vector Data Using Generalized Curvatures of Polyline,” IEICE Trans. Information and System, Vol.E96-D,No.5, pp.1105-1114, May. 2013.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “Vector watermarking scheme for GIS vector map management,” Multimedia Tools and Applications, Vol. 63, Issue 3, pp 757-790, April. 2013.
  • Suk-Hwan Lee, Ki-Ryong Kwon, Won-Joo Hwang, V. Chandrasekar, “Key-dependent 3D model hashing for authentication using heat kernel signature,” Digital Signal Processing, Vol. 23, Issue 5, pp. 1505-1522, Sept. 2013.
  • Huynh Thong, Won-Joo Hwang, Suk-Hwan Lee, “Throughput-Optimal Scheduling for Cooperative Communication in Wireless Ad-Hoc Networks,” International Journal of Distributed Sensor Network, Sept. 2013.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “Robust 3D Mesh Model Hashing based on Feature Object,” Digital Signal Processing, Vol. 22, No. 5, pp. 744-759, Sept. 2012.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “VRML Animated Model Watermarking Scheme Using Geometry and Interpolator Nodes,” Computer-Aided Design, Vol. 43, Issue 8, pp. 1056-1073, August, 2011.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “Multiple 3D Medical Data Watermarking For Healthcare Data Management,” Journal of Medical Systems, Vol. 35, No. 6, pp.1573-1593, Dec. 2011.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “CAD Drawing Watermarking Scheme,” Digital Signal Processing, Vol. 20, Issue 5, pp. 1379-1399, Sep. 2010.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “ Mesh watermarking based projection onto two convex sets,” Multimedia Systems, Vol. 13, No. 5-6, pp. 323-330, Feb. 2008.
  • Seong-Geun Kwon, Suk-Hwan Lee, Ki-Ryong KWON, et al., “Mobile 3D Game Contents Watermarking Based on Buyer-Seller Watermarking Protocol,” IEICE Transactions on Information and Systems, Vol.E91-D, No.7, pp.2018-2026, July 2008.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “A Watermarking for 3D-Mesh Using the Patch CEGIs,” Digital Signal Processing, Vol. 17, Issue 2, pp. 396-413, March 2007.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “3D Keyframe Animation Watermarking Based on Orientation Interpolator,” IEICE Trans. Information and Systems, Vol. E90-D, No. 11, pp.1751-1761, Nov. 2007.
  • Suk-Hwan Lee, Seong-Geun Kwon, Kuhn-Il Lee, et al., “Deblocking Algorithm for Block-Based Coded Images Using Singularity Detection from Multiscale Edges,” IEICE Trans. on Fundamental, Vol.E86-A No.8, p.2172-2178, August, 2003.
  • Suk-Hwan Lee, Seong-Geun Kwon, Kuhn-Il Lee, et al., “Postprocessing algorithm in block-coded images using the adaptive filters along the pattern of neighborhood blocks,” IEICE Trans. on Information and Systems, Vol.E85-D No.12, pp.1967-1974, Dec. 2002.
  • Jong-Won Lee, Suk-Hwan Lee, Kuhn-Il Lee, “Complex EGI based 3D Mesh watermarking,” IEICE Trans. on Fundamental, Vol. E88-A, No. 6, pp. 1512-1519, June, 2005.

IEEE Conference

  • Anh-Thuan Tran, Hoanh-Su Le, Suk-Hwan Lee, Ki-Ryong Kwon, “PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation,” Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 3556-3565, Jan. 2024.
  • Md Mamunur Rashid, Suk-Hwan Lee, Ki-Ryong Kwon, et al., “Ensuring Privacy and Security of IoT Networks Utilizing Blockchain and Federated Learning,” 10th International Conference on Future Internet of Things and Cloud (FiCloud), 2023.
  • Van–Nhan Tran, Suk–Hwan Lee, Ki–Ryong Kwon, et al., “Learning Face Forgery Detection in Unseen Domain with Generalization Deepfake Detector, IEEE International Conference on Consumer Electronics (ICCE), 2023.
  • Anh-Thuan Tran, Suk-Hwan Lee, Ki-Ryong Kwon, et al., “General Local Graph Attention in Large-scale Point Cloud Segmentation,” IEEE International Conference on Consumer Electronics (ICCE), 2023.
  • Khurshedjon Farkhodov, Jin-Hyeok Park, Suk-Hwan Lee, Ki-Ryong Kwon, “Virtual Simulation based Visual Object Tracking via Deep Reinforcement Learning,” International Conference on Information Science and Communications Technologies (ICISCT), 2022.
  • Md Mamunur Rashid, Suk-Hwan Lee, Ki-Ryong Kwon, “Utilizing Blockchain and Distributed Storage to Enhance Security and Privacy in the IoT Ecosystem,” IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT), 2022.
  • Tuan Le Dinh, Suk-Hwan Lee, Seong-Geun Kwon, Ki-Ryong Kwon, “Cell Nuclei Segmentation in Cryonuseg dataset using Nested Unet with EfficientNet Encoder,” International Conference on Electronics, Information, and Communication (ICEIC), 2022.
  • Xurshedjon Farhodov, Suk-Hwan Lee, Ki-Ryong Kwon, “Faster RCNN Detection Based OpenCV CSRT Tracker Using Drone Data,” International Conference on Information Science and Communications Technologies (ICISCT), 2019.
  • Hoang Long, Suk-Hwan Lee, Ki-Ryong Kwon, et al., “Beam reassignment method mitigates the blocking probability of Multi-Service CDMA,” Eleventh International Conference on Ubiquitous and Future Networks (ICUFN), 2019.
  • Sukhrob Atoev, Suk-Hwan Lee, Ki-Ryong Kwon, “The Secure UAV Communication Link Based on OTP Encryption Technique,” International Conference on Ubiquitous and Future Networks (ICUFN), 2019.
  • Caleb Vununu, Ki-Ryong Kwon, Suk-Hwan Lee et al., “A Deep Feature Learning Scheme for Counting the Cells in Microscopy Data,” IEEE International Conference on Electronics and Communication Engineering (ICECE), 2018.
  • Thanh Tran, Ki-Ryong Kwon, Suk-Hwan Lee, et al., “Blood Cell Images Segmentation using Deep Learning Semantic Segmentation,” IEEE International Conference on Electronics and Communication Engineering (ICECE), 2018.
  • Giao N. Pham, Suk-Hwan Lee, Ki-Ryong Kwon, “Selective Encryption for 3D Printing Model in DCT Domain,” International Conference on Ubiquitous and Future Networks (ICUFN), 2018.
  • Caleb Vununu, Ki-Ryong Kwon, Suk-Hwan Lee, “Automatic Fault Diagnosis of Drills Using Artificial Neural Networks,” IEEE International Conference on Machine Learning and Applications (ICMLA), 2017.
  • Sukhrob Atoev, Ki-Ryong Kwon, Suk-Hwan Lee, Kwang-Seok Moon, “Data analysis of the MAVLink communication protocol,” International Conference on Information Science and Communications Technologies (ICISCT), 2017.
  • Hoan Nguyen Viet, Ki-Ryong Kwon, Suk-Hwan Lee, et al., “Implementation of GPS signal simulation for drone security using Matlab/Simulink,” IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), 2017.
  • Hoan Nguyen Viet, Ki-Ryong Kwon, Kwang-Seok Moon, Suk-Hwan Lee, “Simulation model implementation of GPS IF signal generator,” International Conference on Information and Communications (ICIC), 2017.
  • Giao Pham Ngoc, Kwang-Seok Moon, Suk-Hwan Lee, Ki-Ryong Kwon, “GIS Map Encryption Algorithm for Drone Security Based on Geographical Features,” International Conference on Computational Science and Computational Intelligence (CSCI), 2016.
  • P. N. Giao, Oh-Jun Kwon, Suk-Hwan Lee, Ki-Ryong Kwon, “Perceptual encryption method for vector map based on geometric transformations,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2016.
  • Suk-Hwan Lee, Ki-Ryong Kwon, et al., “Hash function for 3D mesh model authentication,” 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), 2015.
  • Ivan Vincent, Ki-Ryong Kwon, Suk-Hwan Lee, Kwang-Seok Moon, “Acute lymphoid leukemia classification using two-step neural network classifier,” 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), 2015.
  • Jin-Hyeok Park, Ki-Ryong Kwon, Suk-Hwan Lee, et al., “Selective-encrypted GIS vector map with low complexity,” International Conference on Information Networking (ICOIN), 2015.
  • Suk-Hwan Lee, Ki-Ryong Kwon, “Watermarking scheme for copyright protection of 3d animated model,” IEEE Consumer Communications and Networking Conference (CCNC), 2012.
  • Xiao-Jiao Huo, Suk-Hwan Lee, Ki-Ryong Kwon, “A Watermarking Scheme Using Polyline and Polygon Characteristic of Shapefile,” Third International Conference on Intelligent Networks and Intelligent Systems, 2010.
  • Suk-Hwan Lee, Eung-Joo Lee, Ki-Ryong Kwon, “Robust 3D mesh hashing based on shape features,” IEEE International Conference on Multimedia and Expo (ICME), 2010.
  • Seong-Geun Kwon, Suk-Hwan Lee, Ki-Ryong Kwon, “TII based T-DMB location AEAS receiver model,” IEEE International Conference on Multimedia and Expo (ICME) 2009.
  • Hye-Jung Chang, Bong-Ju Jang, Suk-Hwan Lee, Ki-Ryong Kwon, “3D GIS vector map watermarking using geometric distribution,” IEEE International Conference on Multimedia and Expo (ICME) 2009.
  • Suk-Hwan Lee, Seong-Geun Kwon, et al., “3D Animation Watermarking Scheme using Orientation Interpolator,” IEEE International Conference on Multimedia and Expo (ICME), 2009.
  • Jae-Sik Sohn, Suk-Hwan Lee, Ki-Ryong Kwon, Duk-Gyoo Kim, “Blind Image Watermarking Technique for Digital Phone Camera,” IEEE SENSORS, 2006.
  • Ki-Ryong Kwon, Suk-Hwan Lee, et al., “3D CAD Drawing Watermarking Based on Three Components,” International Conference on Image Processing (ICIP), 2006.
  • Ki-Ryong Kwon, Suk-hwan Lee, et al., “The Watermarking for 3D CAD Drawing using Line, ARC, 3DFACE Components,” IEEE International Conference on Multimedia and Expo, 2006.
  • Tae-Kyue Kim, Suk-Hwan Lee, Duk-Gyoo Kim, et al., “Fast Auto-Focus Control Algorithm Using the VCM Hysteresis Compensation in the Mobile Phone Camera,” EEE International Conference on Acoustics Speech and Signal Processing Proceedings (ICASSP), 2006.

International Patents

  • SukHwan Lee, EungJoo Lee, “Method Of Hashing Vector Data Based On Multi-Scale Curvature For Vector Content Authentication,” Application Granted, US11115190B2, United States, 2021.
  • SukHwan Lee, DeokJin Song, JaeWan Cho, “Reversible DNA Information Hiding Method Based On Prediction Error Expansion and Histogram Shifting,” USA Patent Applications, US 15/905121, 2018.
  • Seong-Geun Kwon, Soon-Jin Kim, Ki-Ryong Kwon, Suk-Hwan Lee, “Method and apparatus for 3-dimensional image processing in communication device,” European Patent Application, EU 11152984.8, 2011.
  • Seong Geun Kwon, Soon Jin Kim, Ki Ryong Kwon, Suk Hwan Lee, “Disaster information handling method based on broadcasting system and mobile terminal supporting the same,” USA Patent Application, US 12797009, 2010.