Research activities

  • [International Publications]

  • 2025

  • R. Imandi, A. Roy, YG Kim, P Kumar: Building sustainable federated learning models in Fog-enabled UAV-as-a-Service for aerial image classification, Sustainable Computing: Informatics and Systems, Vol 46, 101133 (IF: 3.8)

  • MJ Ignacio, YG Kim, H Jin, S Yu: U-Net Encapsulated Transformer for Reducing Dimensionality in Training Large Language Models, ACM Transactions on Intelligent Systems and Technology, doi.org/10.1145/3735653 (IF: 7.2; Top 3%)

  • AH Vo, TS Kim, SM Choi, H Jin, YG Kim: Instruction-Driven 3D Facial Expression Generation and Transition, IEEE Transactions on Multimedia, doi: 10.1109/TMM.2025.3565929 (IF: 8.4; Top 2.7%)

  • VT Le, H Jin, YG Kim: HSTforU: Anomaly Detection in Aerial and Ground-based Videos with Hierarchical Spatio-Temporal Transformer for U-net, 55, 261, Applied Intelligence (IF: 3.4) 

  • H Jin, YG Kim, Z Jin, C Fan: Machine learning assisted prediction of the nitric oxide (NO) solubility in various deep eutectic solvents, Journal of Industrial Information Integration, 43, 100741 (IF: 10.4; Top 2.6%)


  • 2024

  • TS Kim, MJ Ignacio, S Yu, H Jin, YG Kim: UI/UX for Generative AI: Taxonomy, Trend, and Challenge, IEEE Access, 12, 179891 - 179911 (IF: 3.4)

  • A Padia, TN Aryan, S Thummagunti, V Sharma, MK Vanahalli, P Prasad, GN Girish, YG Kim, P Kumar: Object Detection and Classification Framework for Analysis of Video Data Acquired from Indian Roads, Sensors, 24, 6319 (IF: 3.4)

  • JH Chan, K Liu, Y Chen, ASM Sagar, YG Kim: Reinforcement Learning-based Drone Simulators: Survey, Practice, and Challenge, Artificial Intelligence Review, 57, 281 (IF: 10.7; Top 4.57%)

    MJ Ignacio, TT Nguyen, H Jin, YG Kim: Meme Analysis using LLM-based Contextual Information and U-net Encapsulated Transformer, IEEE Access, 12, 125993-126005, (IF: 3.4)

    H Jin, YG Kim, Z Jin, C Fan, Y Xu: Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles, Journal of Grid Computing 22 (1), 34 12024 (IF: 3.6)

  • J Wang, MJ Ignacio, S Yu, H Jin, YG Kim: UET4Rec: U-net Encapsulated Transformer for Sequential Recommender, Expert Systems with Applications. 255, 124781 (IF: 7.5; Top 5.66%)


  • 2023

  • TT Nguyen, AH Vo, SM Choi, YG Kim: Coarse-to-Fine Fusion for Language Grounding in 3D Navigation,  Knowledge-Based Systems, vol. 277, 110785, 2023 (IF: 7.2) 

  • H Jin, Z Jin, YG Kim, C Fan: Development of machine learning-based solubility models for estimation of Hydrogen solubility in oil: Models assessment and validation. Case Studies in Thermal Engineering 51, 103622, 2023 (IF: 6.8; Top 7.94%)

  • H Jin, Z Jin, YG Kim, C Fan: Intelligence-based simulation of solubility of hydrogen in bitumen at elevated pressure and temperature: Models optimization using fireworks algorithm, Journal of Molecular Liquids 390 (A) (IF: 6.0)
    • HL Jin, Z Jin, YG Kim, CY Fan, A Ghanbari: A promising artificial intelligence-based tool to simulate the efficient and sustainable hydrogen sulfide elimination using deep eutectic solvents. Separation and Purification Technology, vol 324, 124472, 2023 (IF: 8.6; Top 8.57%)
  • VT Le & YG Kim: Attention-based Residual Autoencoder for Video Anomaly Detection. Applied Intelligence, Vol.52, 2023  (IF: 3.4) 
  • H Jin, Z Jin, YG Kim, C Fan: Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition, Journal of Grid Computing 21 (4), 81 (IF: 3.6)

  • 2022
  • TT Nguyen, NT Pham, ND Nguyen, H Nguyen, LH Nguyen, YG Kim: Analysis of Sentiment, Emotion & Intensity of Emotion Classes from Meme Images using Single and Multi Modalities. American Association of Artificial Intelligence (AAAI) Workshop on Multimodal Fact-Checking and Hate Speech Detection, Vancouver, Canada, 2022
  • HL Jin, YG Kim, ZR Jin, A Rushchitc: Optimization and analysis of bioenergy production using machine learning modeling: Multi-layer perceptron, Gaussian processes regression, K-nearest neighbors, and Artificial neural network models. Energy Reports, Vol 8, pp 13979-13996 (IF: 5.2)
  • HL Jin, YG Kim, ZR Jin, WY Liu, LB Lei:  A dual-functional two-terminal memristor based on Cs4PbBr6 perovskite for high-density data storage and synaptic plasticity. Ceramics International, vol 48, 22, pp 33949-33956, IF(5.2)
  • TP Nguyen, HP Truong, TT Nguyen, YG Kim: Reflection Symmetry Detection of Shapes based on Shape Signatures. Pattern Recognition, Vol.128,108667, 2022 (IF: 7.5; Top 8.7%)

  • 2021
  • P Vennam, TC Pramod, BM Thippeswamy, YG Kim, P Kumar: Attacks and Preventive Measures on Video Surveillance Systems: A Review. Applied Sciences 11(12), 5571;  (IF: 2.7) 
  • HP Truong, TP Nguyen, YG Kim: Weighted Statistical Binary Patterns for Facial Feature Representation. Applied Intelligence 2021 May (IF: 3.4)

  • 2020
  • Abid Ali and YG Kim: Deep Fusion for 3D Gaze Estimation From Natural Face Images Using Multi-Stream CNNs, IEEE Access 8, 69212-69212, 2020 (IF: 3.4) 
  • Sang-Yun Shin, Yong-Won Kang, YG Kim: Reward-Driven U-Net Training for Obstacle Avoidance Drone: Expert Systems With Applications, 113064, (IF: 7.5; Top 5.66%)
  • Sang-Yun Shin, Yong-Won Kang, YG Kim : Android-GAN: Defending against Android Pattern Attacks using Multi-Modal Generative Network as Anomaly Detector: Expert Systems With Applications, 112964, (IF: 7.5; Top 5.66%)

  • 2019
  • Codruta O. Ancuti, YG Kim, ... Jiawei Wu: NTIRE 2019 Image Dehazing Challenge Report, International Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on NTIRE, Long Beach, California, USA, 2019
  • Sang-Yun Shin, Yong-Won Kang, YG Kim: Obstacle Avoidance Drone by Deep Reinforcement Learning and Its Racing with Human Pilot: Applied Sciences, 2019, 9, 5571 (IF: 2.7)
  • Sang-Yun Shin, Yong-Won Kang, YG Kim: Automatic Drone Navigation in Realistic 3D Landscapes using Deep Reinforcement Learning: 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT)
  • Sang-Yun Shin, Yong-Won Kang, YG Kim: Hand Gesture-based Wearable Human-Drone Interface for Intuitive Movement Control: 2019 IEEE International Conference on Consumer Electronics (ICCE)

    2018
    LH Nguyen, LM Quan, YG Kim: 3D Hand Pose Estimation from Monocular RGB Images using Advanced Conditional GAN: ECCVW 2018
  • LM Quan & Y-G Kim: Iterative Application of Autoencoder for Video Inpainting and Fingerprint Denoising: ECCVW 2018
  • HP Truong, YG Kim: Enhanced Line Local Binary Patterns (EL-LBP): An Efficient Image Representation for Face Recognition: International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS)
  • IH Choi, YG Kim: Deep Manifold Embedding Active Shape Model for Pose Invariant Face Tracking: 2018 IEEE International Conference on Big Data and Smart Computing (BigComp)

    2017
    L M Quan & YG Kim : DeepForest: 3D hand pose estimation using deep network and random forest regression: AAAI 2017, San Francisco, USA; download;
  • X P Huynh, SM Park & YG Kim: Detection of drowsiness driver using 3D deep neural network and semi-supervised gradient boosting machine: ACCV 2016 Workshops, Part III, LNCS 10118, pp. 134145, 2017. DOI: 10.1007/978-3-319-54526-4 10

    2016
    X P Huynh, SM Park & YG Kim: Detection of drowsiness driver using 3D deep neural network and semi-supervised gradient boosting machine: LNCS (In Press) and 1st Prize at ACCV 2016 workshop on Driver Drowsiness Detection, Taipei, Taiwan
  • IH Choi, CH Jeong, YG Kim: Tracking driver’s face against extreme head poses and inference of drowsiness using hidden Markov model: Applied Sciences. 6(5), 137; doi:10.3390/app6050137;  (IF: 2.7)
  • Huynh XP, TD Tran and Kim YG : Convolutional Neural Network Models for Facial Expression Recognition Using BU-3DFE Database: LNEE, Vol. 376, 441-450.
  • XP Huynh, IH Choi and YG Kim: Tracking a Human Fast and Reliably Against Occlusion and Human-Crossing: LNCS, Vol. 9431, 461-472.
  • Choi IH, Hong SK, and Kim YG: Real-time categorization of driver’s gaze zone using the deep learning techniques: BigComp 2016, Jan. Hong Kong (Oral)

    2015
    IH Choi, CH Jeong, YG Kim: Robust Facial State Estimation against Occlusion and Inference of Drivers Drowsiness Using Hidden Markov Model: LNEE, Vol. 352, 45-51.
  • IH Choi, YG Kim: Head pose and gaze direction tracking for detecting a drowsy driver: Applied Mathematics & Information Science Appl. Math. Inf. Sci. 9, No. 2L, 505-512 (IF : 1.23)
  • Huynh XP, Choi IH and Kim YG : Tracking a human fast and reliably against occlusion and human-crossing : Pacific Rim Sym. on Image and Video Technology 2015 Nov. New Zealand (Oral)
  • IH Choi, CH Jeong, JK Sung, YG Kim : Tracking driver’s face fast and reliably for detecting his drowsiness : IMETI 2015

    2014
    IH Choi, YG Kim :  Head pose and gaze direction tracking for detecting a drowsy driver: BIGCOMP 2014

    2012
    DW Kim, SJ Seo, YG Kim : Use of an Evolutionary Inductive Self-organizing Network for Uncertain Nonlinear and Robotic Systems : International Journal of Advanced Robotic Systems 9 (IF : 0.82)
  • KS Cho, IH Choi, YG Kim : Robust Facial Expression Recognition Using a Smartphone Working against Illumination Variation : Applied Mathematics & Information Science 6-2S (IF : 1.23)
  • JE LEE, JH Kim, SJ Kim, YG Kim, JH Lee, GT Park : Human and Robot Localization Using Histogram of Oriented Gradients (HOG) Feature for an Active Information Display in Intelligent Space : Advanced Science Letters 9-1
  • SM Rhee, YJ Yoon, IK Shin, YG Kim, YJ Choi, SM Choi : Stereo Image Synthesis by View Morphing with Stereo Consistency : Applied Mathematics & Information Science

    2007
    GS Jo, HJ Moon, YG Kim : Robust Active Appearance Model Based Upon Multi-linear Analysis against Illumination Variation : LNCS, Vol. 5615, 667 - 673. (IF : 0.51)
  • KS Cho, SM Choi, YG Kim : Tracking and Segmenting Diverse Objects Using Active Appearance Model : LNCS, Vol. 4555, 928 - 935. (IF : 0.51)
  • HG Lee, YG Kim, HD Lee, JH Kim, GT Park : Human interface for the robot control in networked and multi-sensored environment : LNCS, Vol. 4555, 928 - 935. (IF : 0.51)
  • KS Cho, YG Kim : Continuous recognition of human facial expressions using active appearence model : LNCS, Vol. 4555, 777 - 783. (IF : 0.51)
  • YB Kim, YG Kim, JJ Lee : Web access performance with intelligent mobile agents for real-time ubiquitous-unified web information : LNCS, Vol. 4681, 208 - 217. (IF : 0.51)

    2006
    SJ Lee, YG Kim, MS Jang, HG Lee, GT Park : A stereovision based advanced airbag system : LNCS, Vol. 4251, 590 - 597. (IF : 0.51)
  • YG Kim, MS Jang, KS Cho and GT Park : Performance Comparison Between Backpropagation, Neuro-Fuzzy Network, and SVM. : LNCS, Vol. 3967, 438 - 446. (IF : 0.51)
  • JE Lee, YG Kim, SJ Kim, MS Jang, SJ Lee, MC Park, GT Park : Head Detection and Tracking for the Car Occupants Pose Recognition. : LNCS, Vol. 4031, 540-547. (IF : 0.51)
  • TH Hong, HB Kim, HJ Moon, YG Kim, JW Lee, SB Moon : Face Representation Method Using Pixel-to-Vertex Map (PVM) for 3D Model Based Face Recognition. : LNCS, Vol. 4031, 21-28. (IF : 0.51)
  • TH Hong, YB Lee, YG Kim, HB Kim : Facial Expression Recognition Using Active Appearance Model. : LNCS, Vol. 3972, 69-76. (IF : 0.51)

    2005
    YB Lee, SB Moon & YG Kim : Face and Facial Expression Recognition with an Embedded System for Human-Robot Interaction. : LNCS , Vol. 3784, 271-278. (IF : 0.51)
  • SM Choi & YG Kim : An Affective User Interface Based on Facial Expression Recognition and Eye-Gaze Tracking. : LNCS , Vol. 3784, 907-714. (IF : 0.51)
  • JS Kim, YG Kim, SM Choi and MH Kim : Shape Comparison of the Hippocampus Using a Multiresolution Representation and ICP Normalization. : LNCS, Vol. 3683, 233-239. (IF : 0.51)
  • SJ Kim, YG Kim, JE Lee, MS Jang, SJ Lee & GT Park : 3-D Pose Tracking of the Car Occupant. : LNCS , Vol. 3683, 219-224. (IF : 0.51)
  • SM Choi & YG Kim : Similarity Estimation of 3-D Shapes Using Modal Strain Energy. : LNCS, Vol. 3683, 206-211. (IF : 0.51)
  • MS Jang, YG Kim, SJ Kim, JE Lee, SJ Lee & GT Park : Vision based Automatic Occupant Classification and Pose Recognition for Smart Airbag Deployment. : LNCS , Vol. 3643, 410-415. (IF : 0.51)
  • YG Kim, J Badler & SJ Heinen : Trajectory interpretation by supplementary eye field neurons during ocular baseball. : Journal of Neurophysiology, Vol. 94, 1385-1391. (IF : 3.59) 
  • JS Kim, YG Kim, SM Choi & MH Kim : Morphometry of the Hippocampus Based on a Deformable Model and Support Vector Machines. : LNAI, Vol. 3581, 353-362. (IF : 0.25)
  • SO Lee, YG Kim, GT Park : A Feature Map Consisting of Orientation and Inter-ridge Spacing for Fingerprint Retrieval. : LNCS Vol. 3546, 184-190. (IF : 0.51) 
  • YG Kim, JE Lee, SJ Kim, SM Choi & GT Park : Head Detection of the Car Occupant based on Contour Models and Support Vector Machines. : LNAI ,Vol. 3533, 59-61. (IF : 0.25)

    2004
    HG Lee, YG Kim, MS Jang, SJ Kim, SJ Lee, GT Park : Occupant classification for smart airbag using stereovision and support vector machines. : LNAI, Vol. 3173, 642-647. (IF : 0.25)
  • JW Song, OB Gwun, SW Kim & YG Kim : A boundary surface based ray casting using 6-depth buffers. : LNCS, Vol. 3314, 1134-1140. (IF : 0.51)
  • Y.G. Kim, S.O. Lee & G.T. Park : A fully automatic system for recognizing human facial expressions. : LNCS, Vol. 3215, 203-209. (IF : 0.51) 
  • DS Lee, YB Lee, SM Choi, YG Kim & GT Park : 3-D Facial expression recognition-synthesis on PDA incorporating emotional timing. : LNCS, Vol. 3332, 569-576. (IF : 0.51)
  • SM Choi, JS Kim, YG Kim, JY Park : 3-D Shape analysis of anatomical structures based on an interactive multiresolution approach . : LNCS, Vol. 3332, 319-326. (IF : 0.51)
  • YG Kim, OB Gwun & JW Song : Brain region extraction and direct volume rendering of MRI Head data. : LNCS, Vol. 3314, 516-522. (IF : 0.51)
  • M.S. Jang, Y.G. Kim, H.G. Lee, S.J. Lee, G.T. Park : Pose Classification of car occupant using stereovision and support vector machines. : LNCS, Vol. 3215, 196-204. (IF : 0.51)
  • SM Choi, YG Kim, DS Lee, SH Lee, GT Park : Non-photorealistic 3-D facial expression on the PDA based on facial expression recognition : LNCS, Vol. 3031, 11-20. (IF : 0.51)
  • YG Kim & T Kwon : An authentication scheme based upon face recognition for the mobile environment. : LNCS, Vol. 3314, 274-279. (IF : 0.51)
  • H.D. Lee, M.S. Jang, S.J. Lee, Y.G. Kim, B.K. Kim, G.T. Park : Deformable templates for recognizing the shape of the Zebra Fish Egg. : LNCS, Vol. 3045, 489-497. (IF : 0.51)
  • M.S. Jang, S.J. Lee, H.D. Lee, Y.G. Kim, B.K. Kim, G.T. Park : Shape Recognition of the Embryo Cell using deformable template for micromanipulation. : LNCS, Vol. 3029, 463-472. (IF : 0.51)

    2003
    S.O. Lee, Y.G. Kim & G.T. Park : Facial Expression Recognition based upon Gabor-wavelets based Enhanced Fisher Model. : LNCS, Vol. 2869, 490-496. (IF : 0.51)

    2002
    Y.G. Kim & J.D. Mollon : Conditions under which stereopsis and motion perceptions are blind. : Perception, vol. 31, 65-71 (IF : 1.27)

  •  
  • [Domestic Publications]
  •  SM Park, IH Choi, YG Kim : 선글라스 착용 운전자 졸음상태 감시 연구 : HCI 2016
  •  XP Huynh, IH Choi and YG Kim : Deep Learning-based Multiple Objects Detection-Tracking Framework : HCI 2016
     IH Choi, YG Kim : Convolutional Neural Network을 이용한 운전자 시선 영역 및 머리포즈 분류 : HCI 2016
  •  CH Jeong, IH Choi, YG Kim : 계층적 CNN을 이용한 얼굴 특징점 검출 및 머리 포츠 측정방법 : HCI 2016
  •  졸음 판단을 위한 눈과 입의 개폐 빈도수 측정 및 분석, 한국인터넷방송통신학회 논문지 14 (2014)
  •  Interactive 3D avatar synthesis with a photograph and its facial expressions on a smartphone , Lecture Notes In Electrical Engineering 309 (2014)
  •  Feature Detection and Simplification of 3D Face Data with Facial Expressions, ETRI Journal 34 (2012)
  •  STEREOVISION-BASED REAL-TIME OCCUPANT CLASSIFICATION SYSTEM FOR ADVANCED AIRBAG SYSTEMS, International Journal of Automotive Technology vol. 12, no, 3 (2011)
  •  Recognition of Human Facial Expression in a video image using the Active Appearence Model, Journal of Information Processing Systems 6-2 (2010)
  •  초등학생용 컴퓨터화 개방형 수학시험방식의 사요가능성 검증, 인지과학 21-2 (2010)
  •  Image contrast enhancement based on tone curve control for LCD TV, 전기전자학회 논문지 11-4 (2007)


  • [International Patents]
  • Remote Control Device and Method for UAV and Motion Control Device Attached to UAV, USA(15/857,204, Pending)
  • Remote Control Device and Method for UAV and Motion Control Device Attached to UAV, EU(EP18208079.6, Pending)
  • Remote Control Device and Method for UAV and Motion Control Device Attached to UAV, China(201811438905.1, Pending)

  •  
  • [Domestic Patents]
  • 강화학습 기반 무인 항공기 원격 제어 방법 및 장치(Control Device and Method of UAV based on Reinforcement Learning), 2019-10 (Granted)
  • 무인 항공기의 원격 제어 장치 및 방법(Remote Control Device and Method for UAV and Motion Control Device Attached to UAV), 2019-09 (Granted)
  • Adversarial Network That is Robust against Diverse Attacks for Android Pattern Lock, 2019-10 (Pending)
  • 신경망 기반 패턴 인증 방법 및 장치(Neural Network based Pattern Authentication Method and Device", 2018-08 (Pending)
  • 무인 항공기의 원격 제어 장치 및 방법과, 무인 항공기에 부착되는 움직임 제어 장치, 2018-08 (Granted)
  • 적응적 운전자 얼굴 촬영 환경 제어 방법 및 장치, 2018-08 (Granted)
  • 안드로이드 패턴 공격 방지 장치 및 방법, 2018-05 (Pending)
  • 적응적 운전자 얼굴 촬영 환경 제어 방법 및 장치, 2016-12 (Pending)
  • 3차원 사용자 아바타를 이용한 동영상 제작장치 및 방법, 2013-09 (Granted)
  • 얼굴 표정 인식 방법 및 시스템, 2012-10 (Granted)
  • ３차원 아바타 생성 시스템 및 방법, 2012-07 (Granted)

학술발표
  •  Convolutional Neural Network Models for Facial Expression Recognition Using 3D-BUFE Database, ICISA 2016 : 7th International Conference on Information Science and Applications 2016(ICISA), 2016-02
  •  REAL-TIME CATEGORIZATION OF DRIVER’S GAZE ZONE USING THE DEEP LEARNING TECHNIQUES, BIGCOMP 2016, 2016-01
  •  선글라스 착용 운전자 졸음상태 감시 연구, HCI 2016(한국HCI학회 ), 2016-01
  •  DEEP LEARNING-BASED MULTIPLE OBJECTS DETECTION-TRACKING FRAMEWORK, HCI2016(한국HCI학회 ), 2016-01
  •  계층적 CNN을 이용한 얼굴 특징점 검출 및 머리 포츠 측정방법, HCI2016(한국HCI학회 ), 2016-01
  •  CONVOLUTIONAL NEURAL NETWORK을 이용한 운전자 시선 영역 및 머리포즈 분류, HCI2016(한국HCI학회 ), 2016-01
  •  Tracking a Human Fast and Reliably Against Occlusion and Human-crossing, 7th Pacific Rim Symposium on Image and Video Technology(University of Aucland /IEEE), 2015-11
  •  Tracking driver’s face fast and reliably for detecting his drowsiness , IMETI 2015, 2015-11
  •  Reliable face detection for 3D head pose estimation task during driving environment, ICIE 2015, 2015-04
  •  운전자 졸음 추론을 위한 머리포즈 및 눈 깜빡임 추적기반 은닉 마르코프 모델, HCI Korea 2015(한국 HCI 학회), 2014-12
  •  운전자의 선글라스 착용 및 그 영역 검출방법에 대한 연구, HCI Korea 2015(한국 HCI 학회), 2014-12
  •  졸음운전 판단을 위한 운전자 머리포즈 추정 및 눈 깜빡임 추적 시스템, 2014 대한전자공학회 하계종합학술대회(대한전자공학회), 2014-06
  •  운전자 입술의 색상 정보를 이용한 입 개폐 판단 시스템, 2014 대한전자공학회 하계종합학술대회(대한전자공학회), 2014-06
  •  회전과 폐색에 강인한 얼굴 추적 시스템, 2014 대한전자공학회 하계종합학술대회(대한전자공학회), 2014-06
  • 비전 기반 운전자 시선 추적 및 눈 깜빡임 검출 시스템, 2014 대한전자공학회 하계종합학술대회(대한전자공학회), 2014-06
  •  Interactive 3D Avatar Synthesiswith a Photograph and Its Facial Expressionson a Smartphone, The 9th FTRA International Conference onFuture Information Technology (FutureTech 2014)(FTRA, KITCS), 2014-05
  •  Head Pose and Gaze Direction Tracking for Detecting a Drowsy Driver, Big data and Smart computing(한국 정보과학회, IEEE), 2014-01
  •  CDF 분석을 이용한 시선 방향검출 시스템, 2013년 대한전자공학회 학술대회(대한전자공학회), 2013-07
  •  영상 특징의 군집화를 이용한노이즈 영상 경계 검출, 2013 한국컴퓨터종합학술대회(Korea Computer Congress 2013)(한국정보과학회), 2013-07
  •  CDF 분석을 이용한 눈동자 중심 검출, 2013 한국컴퓨터종합학술대회(Korea Computer Congress 2013)(한국정보과학회), 2013-06
  •  모바일 기반 사실적인 모션 데이터를 적용한 3차원 패션 아바타 시스템, HCI KOREA 2013(한국 HCI 학회), 2013-02
  •  Robust Facial Expression Recognition Using a Smartphone Working against Illumination Variation, International Conference on Engineering and Technology Inovation, 2011-11
  •  Orthogonal Gaussian Hermite Moments기반 SIFT 성능 향상 연구, 대한전자공학회(하계학술대회)(하계학술대회), 2009-07
  •  Optimization of Face Recognition Algorithms for Ubiquitous Computing Environment, International Workshop on Silver Technology for Aging Society-> FGCN2008, 2008-12
  •  DSP based real-time ATM security system, ICEIC 2008 (International Conference on Electronics, Information, and Communication)(International Conference on Electronics, Information, and Communication), 2008-06
  •  DSP 기반 실시간 ATM 보안 시스템, 2008 한국HCI 학술대회, 2008-02
  •  얼굴인식을 위한 3D active appearance model, 2007 한국 HCI 학술대회, 2007-02
  •  Edge Map 과 Adaboost를 이용한 강인한 얼굴 특징점 검출, 2007 한국 HCI학술대회, 2007-02
  •  Real-time recognition system uaing active apperance model and EFM, International conference of Computational Intelligence and Security, 2006-12
  •  An embedded system for posture classfication of the vehicle occupant, International conference of Computational intelligence and security, 2006-11
  •  대표적 얼굴 특징점 추출 방법에 대한 비교분석, 한국정보과학회 추계학술대회, 2006-10
  •  휴대폰기반 사용성을 고려한 6면바둑게임, 한국정보과학회 추계학술대회, 2006-10
  •  Active Appearence model과 EFM을 이용한 실시간 얼굴표정인식 시스템, 한국정보과학회 추계학술대회, 2006-10