연구활동 Research activities

논문
  • [국외]
  • An Effective Attention-based CNN Model for Fire Detection in Adverse Weather Conditions, ISPRS Journal of Photogrammetry and Remote Sensing 206 (2023)
  • AI-Assisted Hybrid Approach for Energy Management in IoT-Based Smart Microgrid, IEEE INTERNET OF THINGS JOURNAL 10 (2023)
  • A modified YOLOv5 architecture for efficient fire detection in smart cities, EXPERT SYSTEMS WITH APPLICATIONS 231 (2023)
  • Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems, IEEE INTERNET OF THINGS JOURNAL 10 (2023)
  • Sequential attention mechanism for weakly supervised video anomaly detection, EXPERT SYSTEMS WITH APPLICATIONS 230 (2023)
  • A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos, ACM COMPUTING SURVEYS 55 (2023)
  • Modelling Electricity Consumption During the COVID19 Pandemic: Datasets, Models, Results and a Research Agenda, ENERGY AND BUILDINGS 294 (2023)
  • Deep dive into hybrid networks: A comparative study and novel architecture for efficient power prediction, RENEWABLE & SUSTAINABLE ENERGY REVIEWS 182 (2023)
  • TransCNN: Hybrid CNN and transformer mechanism for surveillance anomaly detection, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 123 (2023)
  • CT-NET: A Novel Convolutional Transformer-Based Network for Short-Term Solar Energy Forecasting Using Climatic Information, Computer Systems Science and Engineering 47 (2023)
  • eCubeLand: An Intelligent Multi-view Video Data Modeling, IEEE Multimedia 30 (2023)
  • Low-light aware framework for human activity recognition via optimized dual stream parallel network, ALEXANDRIA ENGINEERING JOURNAL 74 (2023)
  • Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 19 (2023)
  • AD-Graph: Weakly Supervised Anomaly Detection Graph Neural Network, INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2023 (2023)
  • Vision transformer attention with multi-reservoir echo state network for anomaly recognition, INFORMATION PROCESSING & MANAGEMENT 60 (2023)
  • Dual stream network with attention mechanism for photovoltaic power forecasting, APPLIED ENERGY 338 (2023)
  • Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 17 (2023)
  • Towards intelligent building energy management: AI-based framework for power consumption and generation forecasting, ENERGY AND BUILDINGS 279 (2023)
  • Toward explainable electrical load forecasting of buildings: A comparative study of tree-based ensemble methods with Shapley values, SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS 54 (2022)
  • Randomly Initialized CNN with Densely Connected Stacked Autoencoder for Efficient Fire Detection, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 116 (2022)
  • An omni-scale global-local aware network for shadow extraction in remote sensing imagery, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 193 (2022)
  • Towards efficient and effective renewable energy prediction via deep learning, ENERGY REPORTS 8 (2022)
  • A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting, COMPLEXITY 2022 (2022)
  • Intelligent dual stream CNN and echo state network for anomaly detection, KNOWLEDGE-BASED SYSTEMS 253 (2022)
  • Efficient Short-Term Electricity Load Forecasting for Effective Energy Management, SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS 53 (2022)
  • Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark, IEEE TRANSACTIONS ON IMAGE PROCESSING 31 (2022)
  • Learning to rank: An intelligent system for person reidentification, INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 37 (2022)
  • Damaged Building Detection From Post-Earthquake Remote Sensing Imagery Considering Heterogeneity Characteristics, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 60 (2022)
  • Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU, COMPLEXITY 2022 (2022)
  • Enabling automation and edge intelligence over resource constraint IoT devices for smart home, NEUROCOMPUTING 491 (2022)
  • A Multi-Stream Sequence Learning Framework for Human Interaction Recognition, IEEE Transactions on Human-Machine Systems 52 (2022)
  • An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios, Isprs Journal Of Photogrammetry And Remote Sensing 186 (2022)
  • Artificial Intelligence of Things-Assisted Two-Stream Neural Network for Anomaly Detection in Surveillance Big Video Data, Future Generation Computer Systems 129 (2022)
  • Boosting energy harvesting via deep learning-based renewable power generation prediction, Journal of King Saud University - Science 34 (2022)
  • Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos, Computational Intelligence And Neuroscience 2022 (2022)
  • Clustering Feature Constraint Multiscale Attention Network for Shadow Extraction From Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing 60 (2022)
  • DB-Net: A novel dilated CNN based multi-step forecasting model for power consumption in integrated local energy systems, International Journal Of Electrical Power & Energy Systems 133 (2021)
  • QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion, Information Fusion 76 (2021)
  • Vision Sensors-based Real-time Fire Detection in Resource-constrained IoT Environments, Computational Intelligence and Neuroscience 2021 (2021)
  • Atrous Convolutions and Residual GRU Based Architecture for Matching Power Demand with Supply, Sensors 21 (2021)
  • SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network, Journal of Real-Time Image Processing 18 (2021)
  • AB-Net: A Novel Deep Learning Assisted Framework for Renewable Energy Generation Forecasting, Mathematics 9 (2021)
  • Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments, IEEE Internet of Things Journal 8 (2021)
  • Efficient Activity Recognition using Lightweight CNN and DS-GRU Network for Surveillance Applications, Applied Soft Computing Journal 103 (2021)
  • CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks, Multimedia Tools And Applications 80 (2021)
  • Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition, Neurocomputing 435 (2021)
  • An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos, Sensors 21 (2021)
  • Smart and Intelligent Energy Monitoring Systems: A Comprehensive Literature Survey and Future Research Guidelines, International Journal of Energy Research 45 (2021)
  • Diving Deep into Short-Term Electricity Load Forecasting: Comparative Analysis and a Novel Framework, Mathematics 9 (2021)
  • An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks, IEEE Internet of Things Journal 8 (2021)
  • Sequential Learning-based Energy Consumption Prediction Model for Residential and Commercial Sectors, Mathematics 9 (2021)
  • A comprehensive survey of multi-view video summarization, Pattern Recognition 109 (2021)
  • Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles, IEEE Access 9 (2021)
  • Electrical Energy Prediction in Residential Buildings for Short-Term Horizons Using Hybrid Deep Learning Strategy, APPLIED SCIENCES-BASEL 10 (2020)
  • Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model, Sensors 20 (2020)
  • Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval, IEEE Access 8 (2020)
  • A novel CNN-GRU-based hybrid approach for short-term residential load forecasting, IEEE Access 8 (2020)
  • Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks, IEEE Access 8 (2020)
  • Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities, Future Generation Computer Systems-The International Journal Of Grid Computing And Escience 108 (2020)
  • Egocentric visual scene description based on human-object interaction and deep spatial relations among objects, Multimedia Tools And Applications 79 (2020)
  • Mining top-k frequent patterns from uncertain databases, Applied Intelligence 50 (2020)
  • Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building, Sensors 20 (2020)
  • Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT, IEEE Transactions on Industrial Informatics 16 (2020)
  • Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation, Sensors 20 (2020)
  • Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework, Sensors 20 (2020)
  • Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data, Sensors 20 (2020)
  • Efficient CNN based summarization of surveillance videos for resource-constrained devices, Pattern Recognition Letters 130 (2020)
  • Cloud-assisted multiview video summarization using CNN and bidirectional LSTM, IEEE Transactions on Industrial Informatics 16 (2020)
  • A two-stage industrial load forecasting scheme for day-ahead combined cooling, heating and power scheduling, Energies 13 (2020)
  • Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM , Ieee Transactions On Industrial Electronics 66 (2019)
  • Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment, IEEE Internet of Things Journal 6 (2019)
  • Cover the Violence: A Novel Deep-Learning-Based Approach Towards Violence-Detection in Movies, APPLIED SCIENCES-BASEL 9 (2019)
  • Improving Electric Energy Consumption Prediction Using CNN and Bi-LSTM, APPLIED SCIENCES-BASEL 9 (2019)
  • CNN-based anti-spoofing two-tier multi-factor authentication system , Pattern Recognition Letters 126 (2019)
  • A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting , Information Sciences 494 (2019)
  • A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction, Complexity 2019 (2019)
  • Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications , IEEE Transactions on Systems Man Cybernetics-Systems 49 (2019)
  • Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments , Future Generation Computer Systems-The International Journal Of Grid Computing And Escience 96 (2019)
  • Violence detection using spatiotemporal features with 3D convolutional neural network, Sensors 19 (2019)
  • Movie scene segmentation using object detection and set theory, International Journal Of Distributed Sensor Networks 15 (2019)
  • Efficient Fire Detection for Uncertain Surveillance Environment, Ieee Transactions On Industrial Informatics 15 (2019)
  • Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition, Complexity 2019 (2019)
  • An efficient computerized decision support system for the analysis and 3D visualization of brain tumor, Multimedia Tools And Applications 78 (2019)
  • A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis, Computational Intelligence And Neuroscience (2019)
  • Mobile edge computing based QoS optimization in medical healthcare applications, International Journal Of Information Management 45 (2019)
  • Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services, Information Sciences 479 (2019)
  • Deep features-based speech emotion recognition for smart affective services, Multimedia Tools And Applications 78 (2019)
  • SPPC: a new tree structure for mining erasable patterns in data streams, Applied Intelligence 49 (2019)
  • Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes, Journal Of Real-Time Image Processing 16 (2019)
  • Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm, IEEE Access 7 (2019)
  • Intelligent and energy-efficient data prioritization in green smart cities: Current challenges and future directions, Ieee Communications Magazine 57 (2019)
  • DeepStar: detecting starring characters in movies, IEEE Access 7 (2019)
  • A robust framework for self-care problem identification for children with disability, SYMMETRY-BASEL 11 (2019)
  • Multi-grade brain tumor classification using deep CNN with extensive data augmentation, Journal Of Computational Science 30 (2019)
  • Image steganography using uncorrelated color space and its application for security of visual contents in online social networks, Future Generation Computer Systems 86 (2018)
  • Privacy-preserving image retrieval for mobile devices with deep features on the cloud, Computer Communications 127 (2018)
  • ARM–AMO: An efficient association rule mining algorithm based on animal migration optimization, Knowledge-Based Systems 154 (2018)
  • A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks, Mobile Networks And Applications 23 (2018)
  • Secure surveillance framework for IoT systems using probabilistic image encryption, Ieee Transactions On Industrial Informatics 14 (2018)
  • Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI, Computers & Electrical Engineering 69 (2018)
  • Machine learning-assisted signature and heuristic-based detection of malwares in Android devices, Computers & Electrical Engineering 69 (2018)
  • A Cluster-Based Boosting Algorithm for Bankruptcy Prediction in a Highly Imbalanced Dataset, SYMMETRY-BASEL 10 (2018)
  • Efficient Conversion of Deep Features to Compact Binary Codes using Fourier Decomposition for Multimedia Big Data, Ieee Transactions On Industrial Informatics 14 (2018)
  • Multi-scale contrast and relative motion-based key frame extraction, Eurasip Journal On Image And Video Processing (2018)
  • Video Retrieval System for Meniscal Surgery to Improve Health Care Services, Journal Of Sensors (2018)
  • Early Fire Detection using Convolutional Neural Networks during Surveillance for Effective Disaster Management, Neurocomputing 288 (2018)
  • Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset, SYMMETRY-BASEL 10 (2018)
  • Object-Oriented Convolutional Features for Fine-Grained Image Retrieval in Large Surveillance Datasets, Future Generation Computer Systems 81 (2018)
  • Convolutional Neural Networks based Fire Detection in Surveillance Videos, IEEE Access 6 (2018)
  • Determining Speaker Attributes from Stress-affected Speech in Emergency Situations with Hybrid SVM-DNN Architecture, Multimedia Tools And Applications 77 (2018)
  • Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features, IEEE Access 6 (2018)
  • Integrating Salient Colors with Rotational Invariant Texture Features for Image Representation in Retrieval Systems, Multimedia Tools And Applications 77 (2018)
  • Efficient algorithms for mining top-rank-k erasable patterns using pruning strategies and the subsume concept, Engineering Applications Of Artificial Intelligence 68 (2018)
  • Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain using Highly Reactive Convolutional Features, Journal Of Medical Systems 42 (2018)
  • Endoscopic Image Classification and Retrieval using Clustered Convolutional Features, JOURNAL OF MEDICAL SYSTEMS 41 (2017)
  • Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems, JOURNAL OF REAL-TIME IMAGE PROCESSING 13 (2017)
  • Image steganography for authenticity of visual contents in social networks, MULTIMEDIA TOOLS AND APPLICATIONS 76 (2017)
  • Data augmentation-assisted deep learning of hand-drawn partially colored sketches for visual search, PLOS ONE 12 (2017)
  • SiNC: Saliency-injected neural codes for representation and efficient retrieval of medical radiographs, PLOS ONE 12 (2017)
  • Embedded deep vision in smart cameras for multi-view objects representation and retrieval, COMPUTERS ELECTRICAL ENGINEERING 61 (2017)
  • Efficient object-based surveillance image search using spatial pooling of convolutional features, JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 45 (2017)
  • Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities, IEEE ACCESS 5 (2017)
  • Mining erasable itemsets with subset and superset itemset constraints, EXPERT SYSTEMS WITH APPLICATIONS 69 (2017)
  • Efficient visual attention driven framework for key frames extraction from hysteroscopy videos, BIOMEDICAL SIGNAL PROCESSING AND CONTROL 33 (2017)
  • Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices, MULTIMEDIA TOOLS AND APPLICATIONS 76 (2017)
  • Analysis of interaction trace maps for active authentication on smart devices, MULTIMEDIA TOOLS AND APPLICATIONS 76 (2017)
  • A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image, Multimedia Tools And Applications 75 (2016)
  • Multi-Scale Local Structure Patterns Histogram for Describing Visual Contents in Social Image Retrieval Systems, Multimedia Tools And Applications 75 (2016)
  • Visual saliency models for summarization of diagnostic hysteroscopy videos in healthcare systems, SpringerPlus 5 (2016)
  • Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy, JOURNAL OF MEDICAL SYSTEMS 40 (2016)
  • Basis pursuit denoising-based image superresolution using a redundant set of atoms, SIGNAL IMAGE AND VIDEO PROCESSING 10 (2016)
  • Divide-and-conquer based summarization framework for extracting affective video content, NEUROCOMPUTING 174 (2016)
  • Digital image super-resolution using adaptive interpolation based on Gaussian function, Multimedia Tools And Applications 74 (2015)
  • Sparse coded image super-resolution using K-SVD trained dictionary based on regularized orthogonal matching pursuit, BIO-MEDICAL MATERIALS AND ENGINEERING 26 (2015)
  • Saliency-directed prioritization of visual data in wireless surveillance networks, INFORMATION FUSION 24 (2015)
  • Flowchart based Storyboard System for Authoring Visual Contents in Mixed Reality Space, International Journal of Electronics and Electrical Engineering 3 (2015)
  • Image Super-Resolution using Sparse Coding over Redundant Dictionary based On Effective Image Representations, Journal Of Visual Communication And Image Representation 26 (2015)
  • Adaptive image data hiding using transformation and error replacement, Multimedia Tools And Applications 73 (2014)
  • Multi-kernel Based Adaptive Interpolation for Image Super-Resolution, Multimedia Tools And Applications 72 (2014)
  • Mobile-cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors, Sensors 14 (2014)
  • Video summarization based Tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule , Journal Of Medical Systems 38 (2014)
  • Feature Aggregation based Visual Attention Model for Video Summarization, Computers & Electrical Engineering 40 (2014)
  • Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network, Sensors 14 (2014)
  • Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation, COMPUTERS IN BIOLOGY AND MEDICINE 43 (2013)
  • e-Learning system that provides personalized adaptive contents in real-time, Advanced Science Letters 19(9) 19 (2013)
  • MRT letter: Visual attention driven framework for hysteroscopy video abstraction, MICROSCOPY RESEARCH AND TECHNIQUE 76 (2013)
  • Efficient Visual Attention Based Framework for Extracting Key Frames from Videos, Signal Processing-Image Communication 28 (2013)
  • Digital Image Magnification Using Gaussian-Edge Directed Interpolation, Lecture Notes In Electrical Engineering 215 (2012)
  • Automatic Segmentation of Region of Interests in MR Images using Saliency Information and Active Contours, Lecture Notes In Electrical Engineering (2012)
  • Smart Desk: A Single Interface Based File Sharing System, Lecture Notes In Electrical Engineering (2012)
  • Feature Reduction and Noise Removal in SURF Framework for Efficient Object Recognition in Images, Lecture Notes In Electrical Engineering (2012)
  • Video Summarization using a Network of Radial Basis Functions, Multimedia Systems 18 (2012)
  • Adaptive Key Frame Extraction for Video Summarization using aggregation Mechanism, Journal Of Visual Communication And Image Representation 23 (2012)
  • Multi-scale Information Maximization based Visual Attention Modeling for Video Summarization , 6th InternationalConference onNext Generation Mobile Applications,ServicesandTechnologies,NGMAST2012 (2012)
  • A Collaborative Multi-agent Framework for Abnormal Activity Detection in Crowded Areas, International Journal Of Innovative Computing, Information And Control 8 (2012)
  • Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction, International Journal Of Computational Intelligence Systems 5 (2012)
  • Automated Selection of Appropriate Advertisements for Digital Signage by analyzing Crowd Demographics, Information-An International Interdisciplinary Journal 15 (2012)
  • Interactive 3D Visualization of Soical Network Data Using Cloud Computing, International Conference on Cloud Computing and Social Networking 2012, ICCCSN 2012 (2012)
  • Generalized Parallelization Methodology for Heterogeneous HPC Platforms, International Conference on Cloud Computing and Social Networking 2012, ICCCSN 2012 (2012)
  • Detection of 3D Perceptual Changes in Robot Navigation Using Cloud Computing, International Conference on Cloud Computing and Social Networking 2012, ICCCSN 2012 (2012)
  • Video Stabilization by detecting Intentional and Unintentional Camera motions, Proceedings - 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 201 (2012)
  • IGC: An Image Genre Classification System, Lecture Notes in Computer Science 7003 (2011)
  • Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition, Expert Systems with Applications 38-9 (2011)
  • A Cartoon Image Classification System Using MPEG-7 Descriptors, Lecture Notes in Computer Science 7003 (2011)
  • Weighting Low Level Frame Difference Features for Key Frame Extraction using Fuzzy Comprehensive Evaluation and Indirect Feedback Relevance Mechanism, International Journal of the Physical Sciences 6-14 (2011)
  • In-Situ Leak Detection of Plasma Processing Chamber Using Neural Network and Optical Emission Spectroscopy, Materials and Manufacturing Processes 26-2 (2011)
  • Immersive modeling system (IMMS) for personal electronic products using a multi-modal interface, Computer-Aided Design 42-5 (2010)
  • In-Situ Detection of Plasma Processing Equipment Using a V-Mask Control Chart, MATERIALS AND MANUFACTURING PROCESSES 24-12 (2009)
  • A Robust Localization Method For Mobile Robots Based On Ceiling Landmarks, LNAI 4617 (2007)
  • Aerial Photo Image Retrieval Using Adaptive Image Classification, LNAI Springer LNAI 4253 (2006)
  • A Study on the Restoration of Noise-Distorted Images, International Journal of Digital Contents 1-1 (2006)
  • Distributed Visual Interfaces for Collaborative Exploration of Data Spaces, Lecture Notes in Artificial Intelligence 3681 (2005)
  • Aerial Photograph Image Retrieval Using the MPEG-7 Texture Descriptors, Lecture Notes in Artificial Intelligence 3682 (2005)
  • Background Modeling Using Color, Disparity, and Motion Information, Lecture Notes in Computer Science 3708 (2005)
  • Neural Network Based Adult Image Classification, Lecture Notes in Computer Science 3516 (2005)
  • Minimal RBF Networks by Gaussian Mixture Model, Lecture Notes in Computer Science 3696 (2005)
  • Performance Evaluation of an Agent Based Distributed Data Mining System, Lecture Notes in Artificial Intelligence 3501 (2005)
  • Moving Target Prediction Using Evolutionary Algorithms, Lecture Notes in Artificial Intelligence 3501 (2005)
  • Implementation of a Distributed Data Mining System, Lecture Notes in Computer Science 3516 (2005)
  • Visualization for Genetic Evolution of Target Movement in Battle Fields, Lecture Notes in Computer Science 3516 (2005)
  • Estimating 3D Object Coordinates from Markerless Scenes, Lecture Notes in Computer Science 3516 (2005)

  •  
  • [국내]
  • A novel 3D-Convolution Neural Network for Human Interaction Recognition in videos, 한국차세대컴퓨팅학회 논문지 18 (2022)
  • Image-to-Image Translation Network for Aerial Imagery Defogging, 한국차세대컴퓨팅학회 논문지 18 (2022)
  • Fire Detection via Effective Vision Transformers, 한국차세대컴퓨팅학회 논문지 17 (2021)
  • Violent Activity Detection Using Deep Convolutional Neural Networks in Video Surveillance, 한국차세대컴퓨팅학회 논문지 17 (2021)
  • A Study on Person Re-identification in Multi-view Surveillance Videos, 한국차세대컴퓨팅학회 논문지 17 (2021)
  • Structural similarity based efficient keyframes extraction from multi-view videos , 한국차세대컴퓨팅학회 논문지 14 (2018)
  • Violence Recognition using Deep CNN for Smart Surveillance Applications , 한국차세대컴퓨팅학회 논문지 14 (2018)
  • Robust Processing of Visual Contents for Text Recognition in Surveillance Applications , 한국차세대컴퓨팅학회 논문지 14 (2018)
  • 발화행태 특징을 활용한 응급상황 신고자 연령분류, 한국차세대컴퓨팅학회 논문지 13 (2017)
  • Action Recognition in Movie Scenes using Deep Features of Keyframes, 한국차세대컴퓨팅학회 논문지 13 (2017)
  • 캐릭터 성격에 따른 비언어적 커뮤니케이션 요소표현 및 VST 실현요소 분석, 한국차세대컴퓨팅학회 논문지 13 (2017)
  • Analyzing Pedestrian Parts using Deep Features for Person Re-Identification, 한국차세대컴퓨팅학회 논문지 13 (2017)
  • 응급상황 음성을 통한 성별간의 발화행태 특성 분석, 한국차세대컴퓨팅학회 논문지 12 (2016)
  • 외식업체의 원가관리를 위한OLAP 시각화 기술 활용에 관한 연구, 한국차세대컴퓨팅학회 논문지 11 (2015)
  • 소프트웨어 사용자 만족도 분석 및 사용성 평가 대한 중요성 고찰 및 입증 연구, 한국문화콘텐츠기술학회 논문지 10 (2015)
  • 의미적으로 중요한 시각적 내용의 온토로지 기반의 보안검색, 한국차세대컴퓨팅학회 논문지 11 (2015)
  • A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption, Ksii Transactions On Internet And Information Systems 9 (2015)
  • 가상카메라를 이용한 사진 촬영 정보 측정 방법에 대한 연구, 한국차세대컴퓨팅학회 논문지 10 (2014)
  • Agent-Mediator based Communication Framework for Adaptive Mixed Reality Space, 한국차세대컴퓨팅학회 논문지 9 (2013)
  • 인터랙티브 스토리텔링을 기반으로 한 적응형 혼합현실 콘텐츠 기획, 한국문화콘텐츠기술학회 논문지 8 (2013)
  • 지적장애 아동을 위한 콘텐츠 저작시스템 설계, 한국차세대컴퓨팅학회 논문지 8 (2012)
  • 스마트폰을 이용한 영상제작 및 방송의 가능성에 대한 연구 , 한국문화콘텐츠기술학회 논문지 7 (2012)
  • High-Performance Parallelization Methodology for Heterogeneous HPC Platforms, 한국차세대컴퓨팅학회 논문지 8 (2012)
  • Estimation of 3D Changes in Texture Image Sequence using Cloud Computing, 한국차세대컴퓨팅학회 논문지 8 (2012)
  • Efficient Soical Network Data Analysis by Utilizing Cloud Computing Infrastructure, 한국차세대컴퓨팅학회 논문지 8 (2012)
  • 3D 콘텐츠 저작도구와 활용 사례, 디지털콘텐츠학회지 7-1 (2011)
  • Estimating Parameters in Muitivariate Normal Mixtures, 한국통계학회 논문집 18-3 (2011)
  • A Study on Contents Manufacturing System for Massive Contents Production, 한국멀티미디어학회논문지 13권 12호 (2010)
  • 로봇 비전에서의 목표물 이미지 해상도에 따른 텍스처 분석 성능 평가에 대한 연구, 한국문화콘텐츠 기술학회 논문지 제 5권 제2호 (2010)
  • 효율적인 3D 게임 및 애니메이션 콘텐츠 제작을 위한 직관적인 저작 기술 개발, 한국멀티미디어학회 제13권 5호 (2010)
  • 텍스처 특징 표현 좌표체계에서의 효율적인 패턴 분류 방법에 대한 연구, 멀티미디어학회논문지 제13권 2호 (2010)
  • 고고학적 이미지의 색조보정을 위한 Levels 과 Curves 기술의 응용, 한국디지털콘텐츠학회 8-4 (2007)
  • 성교육을 위한 교육용게임 디자인 연구, 한국문화콘텐츠기술학회 2-2 (2007)
  • 3차원 애니메이션 제작을 위한 자동 저작 기술, 한국문화콘텐츠기술학회 2-2 (2007)
  • 유비쿼터스 환경을 위한 분산형 데이터마이닝 시스템, 한국차세대컴퓨팅학회 3-3 (2007)
  • 분산형 데이터마이닝 구현을 위한 의사결정나무 모델 전송 기술, 한국디지털콘텐츠학회 8-3 (2007)
  • 신체감각에 기반한 체감형게임의 현장감 증진방안 연구, 한국문화콘텐츠기술학회 2-1 (2007)
  • 어안렌즈를 이용하는 CV-SLAM을 위한 불필요 영역의 특징점 제거 기법, 한국차세대컴퓨팅학회 3-1 (2007)
  • 컴퓨터 게임을 위한 텐져블 인터페이스, 한국차세대컴퓨팅학회 3-1 (2007)
특허
  • [국외]
  • 발화자에 대한 신뢰도 측정 장치 및 방법, 2017-01 (출원)

  •  
  • [국내]
  • LSTM 기반의 이상 인식 방법 및 시스템, 2023-11 (등록)
  • 멀티 스케일 특징 기반의 비디오 요약 방법 및 장치, 2023-07 (출원)
  • 비전 트랜스포머 어텐션과 멀티-리저보이어 에코 스테이트 네트워크를 이용한 이상 인식 방법, 이를 수행하는 장치 및 컴퓨터 프로그램, 2023-06 (출원)
  • 하이브리드 합성곱 신경망과 트랜스포머 메커니즘을 이용한 감시 이상 탐지 방법, 이를 수행하는 장치 및 컴퓨터 프로그램, 2023-06 (출원)
  • 스마트 시티 감시 환경에서 사람을 재식별하기 위한시스템 및 방법, 2023-05 (등록)
  • 합성곱 신경망 변환 모델을 활용한 에너지 생산 및 소비 데이터 예측 방법 및 그 장치, 2023-05 (출원)
  • 합성곱 신경망과 게이트 순환 유닛을 활용하여 기상 데이터를 통한 에너지 생산 데이터 예측 방법 및 그 장치, 2023-05 (등록)
  • 합성곱 신경망과 회귀 신경망을 활용한 하이브리드 에너지 소비 및 생산 예측 방법 및 그 장치, 2023-04 (등록)
  • 이중 시퀀스 딥 러닝 모델을 활용한 에너지 생산 및 소비 데이터 예측 방법 및 그 장치, 2023-04 (등록)
  • 하이브리드 합성곱 신경망을 이용한 주상복합 건물의 전력 소비 예측 시스템 및 방법, 2023-02 (등록)
  • 확장 합성곱 신경망을 이용한 군중 장면 이미지 실시간분석 장치 및 방법, 2023-01 (등록)
  • 비전 기반 산업 응용 프로그램에서 프록시 모델을 활용한 라벨링 데이터를 획득하는 방법 및 그 장치, 2022-11 (출원)
  • 인공지능 데이터 베이스에서 복수의 인공지능 알고리즘 중 하나를 선택하여 재생 에너지 소비 및 생산 데이터를 예측하는 방법 및 그 장치, 2022-11 (출원)
  • 이중 시퀀스 딥 러닝 모델을 활용한 에너지 생산 및 소비 데이터 예측 방법 및 그 장치, 2022-10 (출원)
  • 합성곱 신경망과 게이트 순환 유닛을 활용하여 기상 데이터를 통한 에너지 생산 데이터 예측 방법 및 그 장치, 2022-10 (출원)
  • 합성곱 신경망과 회귀 신경망을 활용한 하이브리드 에너지 소비 및 생산 예측 방법 및 그 장치, 2022-10 (출원)
  • 객체탐지 및 집합이론을 이용한 영상의 장면 분할 장치 및 방법, 2022-08 (등록)
  • 딥 러닝 기반 재생 에너지 소비 및 생산 예측 방법 및 그 장치, 2022-05 (출원)
  • 동물 탐지 및 분류를 위한 영상 데이터 라벨링 방법 및 장치, 2021-12 (출원)
  • 인공신경망 기반의 재생 에너지 생산 예측 방법 및 시스템, 2021-11 (출원)
  • 다중상태 에너지 분류에 따른 비침입부하모니터링 성능 평가 시스템 및 방법, 2021-11 (등록)
  • LSTM 기반의 이상 인식 방법 및 시스템, 2021-09 (출원)
  • 다중 채널 충전 프로파일을 적용한 배터리 상태 추정 시스템 및 그 방법, 2021-09 (출원)
  • 크로스 플랫폼 데이터 통합 처리 방법, 2021-08 (출원)
  • 시공간 특징을 이용한 폭력 감지 시스템, 방법 및 상기 방법을수행하도록 하는 프로그램이 저장된 컴퓨터 판독 가능한 기록매체, 2020-11 (등록)
  • 확장 합성곱 신경망을 이용한 군중 장면 이미지 실시간분석 장치 및 방법, 2020-10 (출원)
  • 영상 기반 비정상 상황 모니터링 방법 및 시스템, 2020-10 (등록)
  • 스마트 시티 감시 환경에서 사람을 재식별하기 위한시스템 및 방법, 2020-09 (출원)
  • 아기 행동 분석 시스템 및 그 방법, 2020-08 (등록)
  • 하이브리드 합성곱 신경망을 이용한 주상복합 건물의 전력 소비 예측 시스템 및 방법, 2020-08 (출원)
  • 스마트미터 데이터를 사용한 건물 에너지 소비 프로파일링 장치 및 방법, 2020-07 (출원)
  • 합성 특징 생성을 이용한 기업의 부도 예측 방법 및 장치, 2020-03 (등록)
  • 객체탐지 및 집합이론을 이용한 영상의 장면 분할 장치 및 방법, 2020-02 (출원)
  • 다중상태 에너지 분류에 따른 비침입부하모니터링 성능 평가 시스템 및 방법, 2020-02 (출원)
  • 화재 감시 방법 및 그 장치, 2019-12 (등록)
  • 시공간 특징을 이용한 폭력 감지 시스템, 방법 및 상기 방법을수행하도록 하는 프로그램이 저장된 컴퓨터 판독 가능한 기록매체, 2019-11 (출원)
  • 추론 프로세스를 이용한 음성 감정 인식 장치 및 방법, 2019-10 (등록)
  • 연기를 포함하는 환경에 대한 영상 분석 방법 및 그 시스템, 2019-08 (등록)
  • 가상 피트니스 체험을 위한 시스템 및 방법, 2019-04 (등록)
  • 영상 기반 비정상 상황 모니터링 방법 및 시스템, 2019-02 (출원)
  • 아기 행동 분석 시스템 및 그 방법, 2018-12 (출원)
  • 컨볼루션 신경망을 이용한 영상 검색 방법 및 그 장치, 2018-11 (등록)
  • 가상현실 콘텐츠 제공 방법, 2018-10 (등록)
  • 발화자에 대한 신뢰도 측정 장치 및 방법, 2018-05 (등록)
  • 연기를 포함하는 환경에 대한 영상 분석 방법 및 그 시스템, 2018-05 (출원)
  • 화재 감시 방법 및 그 장치, 2018-04 (출원)
  • 합성 특징 생성을 이용한 기업의 부도 예측 방법 및 장치, 2018-03 (출원)
  • 추론 프로세스를 이용한 음성 감정 인식 장치 및 방법, 2018-02 (출원)
  • 전화 신고의 진위 여부를 판단하기 위한 발화 특징 분석 방법 및 장치, 2018-01 (출원)
  • 발화자의 연령대 인식 장치 및 방법, 2017-12 (등록)
  • 음성/음향 분석 기반 상황 판단 시스템 및 방법, 2017-11 (등록)
  • 컨볼루션 신경망을 이용한 영상 검색 방법 및 그 장치, 2017-04 (출원)
  • 장소 추천 방법 및 이를 수행하기 위한 장치, 2017-03 (등록)
  • 가상현실 콘텐츠 제공 방법, 2017-01 (출원)
  • 발화자에 대한 신뢰도 측정 장치 및 방법, 2016-11 (출원)
  • 음성 데이터에 대한 성별 인식 장치 및 성별 인식 방법, 2016-09 (등록)
  • 발화자의 연령대 인식 장치 및 방법, 2016-08 (출원)
  • 발화자의 성별 인식 장치 및 그를 이용한 성별 인식 방법, 2016-08 (등록)
  • 융합 콘텐츠를 위한 콘텐츠 저작 장치 및 콘텐츠 저작 장치의 융합 콘텐츠 생성 방법, 2016-07 (출원)
  • 멀티미디어 데이터 요약 장치 및 방법, 2016-05 (출원)
  • 음성/음향 분석 기반 상황 판단 시스템 및 방법, 2016-02 (출원)
  • 음성 데이터에 대한 성별 인식 장치 및 성별 인식 방법, 2016-01 (출원)
  • 장소 추천 방법 및 이를 수행하기 위한 장치, 2016-01 (출원)
  • 혼합 현실 콘텐츠 재생 장치 및 렌더링 방법, 2015-12 (등록)
  • 멀티 디스플레이 시스템., 2015-12 (등록)
  • 발화자의 성별 인식 장치 및 그를 이용한 성별 인식 방법, 2015-11 (출원)
  • 가상 피트니스 체험을 위한 시스템 및 방법, 2015-10 (출원)
  • 사용자 중심 융합 콘텐츠 저작을 위한 템플릿 매칭 및 제공 방법, 2015-07 (출원)
  • 영상 컨텐츠 검색 장치 및 방법, 2015-07 (출원)
  • 영상 데이터의 보안 전송 장치 및 방법, 2015-07 (출원)
  • 암호화 기반 보안 전송을 위한 영상 축약 장치 및 방법, 2015-04 (출원)
  • 멀티 디스플레이 제어장치 및 콘텐츠 제공 방법, 2015-03 (등록)
  • 데이터 시각화 방법 및 그 장치, 2014-11 (등록)
  • 멀티 디스플레이 제어 장치 및 콘텐츠 제공 방법, 2014-08 (등록)
  • 다채널 스피커 환경에서의 음향 신호 감쇠 보정 시스템 및 방법, 2014-05 (등록)
  • 혼합 현실 콘텐츠 재생 장치 및 렌더링 방법, 2014-04 (출원)
  • 멀티 디스플레이 시스템, 2014-04 (출원)
  • 컨텐츠 재생 및 저작 장치, 2014-04 (출원)
  • 멀티 디스플레이 제어장치 및 콘텐츠 제공 방법, 2013-08 (출원)
  • 가상공간의 콘텐츠를 실제공간과 동일하게 매칭하여 제공하는 장치, 2013-05 (출원)
  • 다채널 스피커 환경에서의 음향 신호 감쇠 보정 시스템 및 방법, 2013-04 (출원)
  • 멀티 모달리티 시각화 방법 및 그 장치, 2013-03 (출원)
  • 멀티 디스플레이 제어 장치 및 콘텐츠 제공 방법, 2013-03 (출원)
  • 데이터 시각화 방법 및 그 장치, 2013-03 (출원)
  • OLAP 시스템에서의 의사결정나무 기법을 이용한 3차원 규칙 모델 생성 방법 및 시스템, 2013-01 (등록)
  • 영상인식 기반 인터페이스를 사용하는 콘텐츠 제작 방법 및 시스템, 2012-11 (등록)
  • 입체 컨텐츠 제작 방법 및 장치 , 2012-06 (출원)
  • OLAP 기반의 3차원 공간에서 데이터 분석 객체의 선택 방법 및 시스템, 2012-02 (등록)
  • 상호 작용이 가능한 콘텐츠 저작 수단을 제공하는 방법, 2012-02 (등록)
  • OLAP 시스템에서의 의사결정나무 기법을 이용한 3차원 규칙 모델 생성 방법 및 시스템, 2011-01 (출원)
  • OLAP 기반의 3차원 공간에서 데이터 분석 객체의 선택 방법 및 시스템, 2010-10 (출원)
  • 상호 작용이 가능한 콘텐츠 저작 수단을 제공하는 방법, 2009-10 (출원)
  • 자기 위치 인식을 위한 이동 로봇의 기본 움직임 결정 방법, 2008-05 (출원)
  • 분산환경 기반 정보예측 시스템, 2007-11 (출원)
  • 지식융합을 위한 분산형 데이터마이닝 에이전트시스템, 2006-06 (출원)
저역서
  • 코딩과 스토리텔링, 2021-03
학술발표
  • Dataset Standardization for Effective Solar Power Forecasting: A Comprehensive Analysis, The 9th International Conference on Next Generation Computing(한국차세대컴퓨팅학회), 2023-12
  • Comparative Analysis of Solar Power Generation Forecasting Models for Identical Latitude Countries Data, The 9th International Conference on Next Generation Computing(한국차세대컴퓨팅학회), 2023-12
  • Survey of AI-Empowered Methods for Detecting Electricity Theft in Smart Grids, The 9th International Conference on Next Generation Computing(한국차세대컴퓨팅학회), 2023-12
  • A COMPREHENSIVE SURVEY OF BATTERY TECHNOLOGIES, The 12th International Conference on Electronics, Electrical Engineering, Computer Science 2023(한국문화콘텐츠기술학회), 2023-08
  • A Comprehensive Overview of Video Anomaly Recognition Approaches, The 12th International Conference on Electronics, Electrical Engineering, Computer Science 2023(한국문화콘텐츠기술학회), 2023-08
  • Advancements in Short-Term Renewable Energy Forecasting: A Comprehensive Review, The 12th International Conference on Electronics, Electrical Engineering, Computer Science 2023(한국문화콘텐츠기술학회), 2023-08
  • TRADITIONAL AND MODERN TECHNIQUES: A SURVEY FOR ELECTRICITY CONSUMPTION PREDICTION, The 12th International Conference on Electronics, Electrical Engineering, Computer Science 2023(한국문화콘텐츠기술학회), 2023-08
  • 건물의 전력 소비 예측을 위한 어텐션 기반 이중 스트림 딥러닝 네트워크를 활용한 개선된 전력 소비 예측, 2023 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2023-06
  • 스마트 감시 시스템을 이용한 효율적인 화재 감지, 2023 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2023-06
  • 어텐션 매커니즘 기반 심층 컨볼루션 뉴럴 네트워크를 사용한 산업용 불량 칩 검사, 2023 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2023-06
  • 항공 장면에서의 효율적인 차량 감지, 2023 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2023-06
  • PV-ANet: Attention-Based Network for Short-term Photovoltaic Power Forecasting, The 8th International Conference on Next Generation Computing 2022(한국차세대컴퓨팅학회), 2022-10
  • Dual Modality-based Animals Species Recognition using Deep learning Techniques, The 8th International Conference on Next Generation Computing 2022(한국차세대컴퓨팅학회), 2022-10
  • Towards Autonomous Grid : Solar, Wind, and Weather Data for Renewable Energy Production, The 8th International Conference on Next Generation Computing 2022(한국차세대컴퓨팅학회), 2022-10
  • Pyramidal Attention for Saliency Detection, CVPR 2022(IEEE / CVF), 2022-06
  • 능동 학습 기반 영상데이터 증식에 관한 연구, 2022 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2022-05
  • Active Learning Approach for Data Annotation and Model Performance Enhancement, 2022 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2022-05
  • Solar Power Prediction using Dual Stream CNN-LSTM Architecture, 2022 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2022-05
  • Detecting Natural Disasters with Unmanned Aerial Vehicles, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • Disasters Scenes Classification Based on Unmanned Aerial Vehicles Using Lightweight CNN, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • Deep Learning framework for intelligent surveillance video analytics, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • A Novel Homogenous and Heterogenous Data Fusion and Visualization System, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • Facemask Detection in Real-World Environment with a Diversified Facemask Dataset, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • A Lightweight Deep Learning Model for Early Fire Detection using UAV Imagery, The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회), 2021-11
  • Unmanned Aerial Vehicles Based Disaster Images Classification using Machine Learning Techniques, 2021 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회 ), 2021-05
  • Efficient CNN Architecture for Forest Fire Detection Via Drones, 2021 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회 ), 2021-05
  • 이상행동 및 행동 인식 모델 학습 및 테스트를 위한 시스템 UI 설계에 대한 연구, 2021 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회 ), 2021-05
  • 효율적인 크로스 플랫폼 활용을 위한 서로 다른 기관의 DB 연결 방법에 대한 연구, 2021 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회 ), 2021-05
  • A Video Monitoring and Visualization System for Live Surveillance, The 6th International Conference on Next Generation Computing 2020(한국차세대컴퓨팅학회), 2020-12
  • Object Tracking using Similarity Measurement Algorithm in Multi-view Surveillance Videos, The 6th International Conference on Next Generation Computing 2020(한국차세대컴퓨팅학회), 2020-12
  • Human Interaction Recognition through pose estimation skeleton key-points, The 6th International Conference on Next Generation Computing 2020(한국차세대컴퓨팅학회), 2020-12
  • SmokeNet: A Deep Learning-based Smoke Detection and Segmentation Method, The 6th International Conference on Next Generation Computing 2020(한국차세대컴퓨팅학회), 2020-12
  • CCTV 기반 야생동물 추적 시스템에 대한 제안, 한국차세대컴퓨팅학회 하계학술대회 2020(한국차세대컴퓨팅학회), 2020-08
  • 구지도를 활용한 간척지와 싱크홀 간의 상관관계 분석, 한국차세대컴퓨팅학회 하계학술대회 2020(한국차세대컴퓨팅학회), 2020-08
  • 에너지 저장 시스템 및 데이터 관리 : 종합 검토, 한국차세대컴퓨팅학회 하계학술대회 2020(한국차세대컴퓨팅학회), 2020-08
  • One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN, IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020(IEEE WCCI), 2020-07
  • Anomaly Recognition in Smart Cities using Deep Optical Flow and Multi-Layer LSTM, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • An Overview on Creoss Platform Modeling, Technologies and Challenges, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • Enhancement of Drone Camera Information for Precise Landing, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • Fuzzy Logics for Energy Load Forecasting:A Survey, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • Drone Video Enhancement in Haze Environment using CNN, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • CNN based Efficient Facial Expression Analysis for Law Enforcement in Smart City, The 5th International Conference on Next Generation Computing 2019(ICNGC2019)(한국차세대컴퓨팅학회), 2019-12
  • 불확실한 환경에서의 스마트 감시 성능 개선을 위한 합성 데이터 생성에 대한 제안, 2019 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회), 2019-05
  • Energy-Efficient CNN for Fire Detection in Uncertain Environment , ICNGC2018(The 4th international conference on next generation computing 2018)( Korean Institute of Next Generation Computing), 2018-12
  • Actor-Based Movie Summarization using Face Clustering , ICNGC2018(The 4th international conference on next generation computing 2018)(Korean Institute of Next Generation Computing), 2018-12
  • A fine-tuning CNN model for art painting style classification , ICNGC2018(The 4th international conference on next generation computing 2018)( Korean Institute of Next Generation Computing), 2018-12
  • Efficient CNN based artistic style classifier, 한국차세대컴퓨팅학회 춘계학술대회 2018 (한국차세대컴퓨팅학회), 2018-05
  • 산학협력을 위한 빅데이터 인프라 실증연구, 한국차세대컴퓨팅학회 춘계학술대회 2018 (한국차세대컴퓨팅학회), 2018-05
  • 시각 주의 모델을 이용한 비디오 키 프레임 추출에 관한 연구, 한국차세대컴퓨팅학회 춘계학술대회 2018 (한국차세대컴퓨팅학회), 2018-05
  • 빅데이터 포털 사이트 온라인 시각화 방법에 관한 연구 , 한국차세대컴퓨팅학회 춘계학술대회 2018(한국차세대컴퓨팅학회), 2018-05
  • A Survey on Precision Agriculture, Technologies and Challenges , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Emotional Speech Identification using Convolutional Neural Network , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Face Detection using Selected Feature Maps from a Pre-trained CNN , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • A fast image encryption scheme for data dissemination in surveillance system, The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • A Reversible Data Hiding Approach for Image Steganography , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • The state-of-the-art machine learning methods for firm bankruptcy prediction , he 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • A survey of applications and methods for imbalanced data classification , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Hashing Methods for Efficient Retrieval in Large Traffic Surveillance Datasets , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Automated Detection of Cerebral Microbleeds in Brain MRI , The 3rd International Conference on Next Generation Computing 2017(한국차세대컴퓨팅학회), 2017-12
  • Machine Learning based Malware Detection from Android Applications , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • IP-based Mobility Management Protocol for Seamless Handover IN Wireless Mesh Network, The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Drone Video Assisted Detection and Tracking on Cycling Track, The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Studying the Effects of Image Pre-Processing on Tesseract OCR Engine for Android Paltform, The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • Summarization of Videos Captured by Unmanned Aerial Vehicles , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • License Plate Detection for Surveillance Applications , The 3rd International Conference on Next Generation Computing 2017 (한국차세대컴퓨팅학회), 2017-12
  • 긴급 전화 통화에서 연령 분류를 위한 MFCC 특성에 관한 연구, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 발화행태 특징을 활용한 응급상황 신고자 연령분류, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 해외 빅 데이터 유통 사례 분석을 통한 효율적인 빅 데이터 포털 운영에 관한 연구, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 스마트 비디오 리트리버(SVR): 비디오 인덱싱 및 검색을 위한 키프레임 기반 프레임워크, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 추상적 표현을 이용한 영화 장면에서 딥특징 기반 동작 인식, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • Deep Convolutional Neural Networks 와 Bag-of-Words를 이용한 생물 의학 문서 분류, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 랜덤 커널과 콘볼루션 기능을 이용한 이미지 검색, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • 마이닝 top-k 불확실한 빈번 패턴, 2017 한국차세대컴퓨팅학회 하계학술대회(한국차세대컴퓨팅학회), 2017-06
  • Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network, 2017 Int Conf. on Platform Technology and Service(IEEE), 2017-02
  • Detection of Children and Adult Voices from Telephone Speech, The 2nd International Conference on Next Generation Computing 2017(ICNGC2017)(한국 차세대 컴퓨팅 학회), 2017-01
  • A Study of Data Dissemination in CCTV Surveillance Systems, The 2nd International Conference on Next Generation Computing 2017(ICNGC2017)(한국 차세대 컴퓨팅 학회), 2017-01
  • 스마트워치를 이용한 VR 기반 부동산 정보 시스템 , 2016 한국정보과학회 동계학술대회(한국정보과학회), 2016-12
  • 대용량 데이터 포털 사이트 개발에 관한 연구, 2016 한국디지털콘텐츠학회 학술대회((사)한국디지털콘텐츠학회), 2016-12
  • 아두이노센서 기반 스마트 피트니스 시스템 연구, 2016 한국차세대컴퓨팅학회 추계학술대회(한국차세대컴퓨팅학회), 2016-10
  • Divide-and-Conquer based Ensemble to Spot Emotions in Speech using MFCC and Random Forest , The 2nd International Integrated (Web & Offline) Conference & Concert on Convergence((사)한국인터넷방송통신학회, (사)국제문화기술진흥원), 2016-08
  • Color Correction For Color Vision Deficiency On Web Browser , The 12th International Conference on Multimedia Information Technology and Applications (MITA2016) (Korean Multimedia Society, IEEE), 2016-07
  • Speech Emotion Recognition using Arousal-assisted Boosting Classifier, The 12th International Conference on Multimedia Information Technology and Applications (MITA2016) (Korean Multimedia Society, IEEE), 2016-07
  • SVM을 이용한 배달 외식업체 음성 성별분류, 2016 한국컴퓨터종합학술대회(KCC)(한국정보과학회), 2016-07
  • 효율적인 영상 요약을 위한 내러티브 기반 예고편 분석 방법에 대한 연구 , 2016 한국차세대컴퓨팅학회 춘계학술대회 (한국차세대컴퓨팅학회), 2016-05
  • Dempster-Shafer Fusion Based Gender Recognition for Speech Analysis Applications , 2016 Int Conf. on Platform Technology and Service(IEEE), 2016-02
  • Evaluating the Suitability of Color Spaces for Image Steganography and its Application in Wireless Capsule Endoscopy, 2016 Int Conf. on Platform Technology and Service(IEEE), 2016-02
  • Social Authoring Method (SAM): Open Platform for Service of Convergence Contents, 1st International Conference on Next Generation Computing (ICNGC2016)(Korean institute of Next Generation Computing), 2016-01
  • Construction of 2-Dimensional Confusion Lines for Color Vision Deficiency , International Conference on Electronics, Information, and Communication(ICEIC)2016(IEIE,IEEE), 2016-01
  • SEA: Stacked-SVM Ensemble Architecture for Improved Gender Recognition from Telephone Speech, 1st International Conference on Next Generation Computing (ICNGC2016)(Korean institute of Next Generation Computing), 2016-01
  • Gender Identification using MFCC for Telephone Applications – A Comparative Study, 6th International Conference on Computing and Artificial Intelligence (ICCAI'16)(ISAET), 2015-12
  • Automatic Gender Recognition using Mel-Frequency Cepstral Coefficients and Support Vector Machine for Telephone Applications, Next Generation Computing Conference 2015(차세대컴퓨팅학회), 2015-11
  • SSH: Salient Structures Histogram for Content Based Image Retrieval , The 18th Internationa Conference on Network-Based Information Systems (NBIS-15)(The Ministry of Science and Technology (Taiwan)), 2015-09
  • Sparse coded image super-resolution using KSVD trained dictionary based on regularized orthogonal matching pursuit, The 4th International Conference on Biomedical Engineering and Biotechnology(The ICBEB Organizing Committe), 2015-08
  • Secure Visual Content Labelling for Personalized Image Retrieval, The 11th International Conference on Multimedia Information Technology and Applications(한국멀티미디어학회, IEEE), 2015-06
  • Audio-visual and EEG-based Attention Modeling for Extraction of Affective Video Content, International Conference on Platform Technology and Service (PlatCon-15)(ICT Platform Society), 2015-01
  • A Detection Technique for Rotated Multiple Faces in High Definition Images, 2014 International Conference on Informatics and Advanced Computing (ICIAC-14)(International Academy of Engineers), 2014-12
  • Building a Restaurant Menu Presentation Database and Visualization, 2014 International Conference on Informatics and Advanced Computing (ICIAC-14)(IACCEE), 2014-12
  • 적응형 혼합현실 체험 공간의 공간실감형 교육콘텐츠 저작 평가 도구 개발 연구 , 2014한국문화콘텐츠기술학회 추계학술대회(한국문화콘텐츠기술학회), 2014-10
  • Visual attention based extraction of semantic keyframes, International conference on Circuits, Systems, Communications and Computers(CSCC'14)(Europment Conferences), 2014-07
  • Flowchart based storyboard system for authoring visual contents in mixed reality space, International Conference on Electrical and Electronics Engineering (IACSIT), 2014-04
  • Saliency-directed Multi-dimensional Dictionary Learning for MR Image Denoising , International conference on Green and Human Information Technology(ICGHIT 2014)(IEEE), 2014-02
  • VIP-emulator:To design interactive architechture for adaptive mixed reality space, International Conference Data Mining, Civil and Mechanical Engineering (ICDMCME’2014)(International Institute of Engineers), 2014-02
  • Real time distributed content rendering technique based on agent-mediator communication framework for multi-display systems, 2013 International Conference on Future Software Engineering and Multimedia Engineering(ICFM2013)( Information Engineering Research Institute), 2013-12
  • Rotation Invariant Multiple Face-Detection Architecture for Smart TV, 2013 International Conference on Future Software Engineering and Multimedia Engineering(ICFM2013)( Information Engineering Research Institute), 2013-12
  • Crop pests prediction method using Regression and Machine Learning Technology : Survey, 2013 International Conference on Future Software Engineering and Multimedia Engineering(ICFM2013)(Information Engineering Research Institute), 2013-12
  • The Design of HD Image Rectification Architecture Using Floating Point IP, 2013 International Conference on Future Software Engineering and Multimedia Engineering(ICFM2013)(Information Engineering Research Institute), 2013-12
  • ViTAG: A Learning Framework for Generating Action Tags in Videos, Central European Confereence on Information and Intelligent Systems (CECIIS)(Varazdin University), 2013-09
  • Synchronized and Efficient Communication System based on Agent-Mediator Framework , International Conference On ICT for Smart Society(ICISS2013)(Institute of Technology Bandung), 2013-06
  • A Real-Time Weed Recognition System using Filtered Image Histogram Based Classifier for Selective Herbicides, 2012 한국문화콘텐츠기술학회 추계학술대회(한국문화콘텐츠기술학회), 2012-12
  • Motion Trajectory based Gait Recognition, 2012 한국문화콘텐츠기술학회 추계학술대회(한국문화콘텐츠기술학회), 2012-12
  • Moving Object Segmentation Engine, 2012 한국문화콘텐츠기술학회 추계학술대회(한국문화콘텐츠기술학회), 2012-12
  • 스마트폰을 이용한 영상제작 및 방송의 가능성에 대한 연구, 2012 한국문화콘텐츠기술학회 추계학술대회(한국문화콘텐츠기술학회), 2012-12
  • Genetic Based Intelligent Image data hiding using Transformation and Error Replacement, FTRA WCC 2012(Futur Tecnology Research Association Internation), 2012-11
  • 어린이 창작 교육을 위한 효율적인 3D 콘텐츠 저작기술 개발, 2012한국컴퓨터그래픽스학회(한국컴퓨터그래픽스학회), 2012-06
  • 다시점(Multi-View) 카메라 기반직관적인 3D 입체 콘텐츠 저작도구에 대한 연구, Korea Computer Congress 2012(한국정보과학회), 2012-06
  • 발달장애 학생을 위한 어린이용 저작시스템의 개선에 대한 연구, Korea Computer Congress 2012(한국정보과학회), 2012-06
  • Smart Eye: Automated Intelligent Advertisement Selection for Digital Signage, ICCCT 2011, 2011-10
  • Node Color Assignment For Decision Tree Structure, CGVCVIP 2011, 2011-07
  • A Study on the Generation of OLAP Data Cube Based on 3D Visualization Interaction, ICCSA 2011, 2011-06
  • COSMOS의 3D 콘텐츠 음향정보 자동등록 기술, 2011한국정보처리학회 춘계학술발표대회, 2011-05
  • 스마트폰에서의 비즈니스 데이터 분석을 위한 3차원 시각화 기술, 2011 한국정보처리학회 춘계학술발표대회, 2011-05
  • XML기반 3차원 차트 표현 기술, 2011한국정보처리학회 춘계학술발표대회, 2011-05
  • VSUKFE: Adaptive Key Frame Extraction for Video Summarization, 2011 차세대컴퓨팅 춘계 학술대회, 2011-04
  • Abnormal Activity Detection in Crowded Area, 2011 차세대컴퓨팅 춘계 학술대회, 2011-04
  • 디지털문화콘텐츠에 관한 연구 : 2010 상해 세계 엑스포를 중심으로, 2010 한국디지털콘텐츠학회 학술발표대회 논문집, 2010-12
  • 규칙기반 모델과 연결주의 모델의 언어 비교 연구, 2010 한국디지털콘텐츠학회 학술발표대회 논문집, 2010-12
  • 3D 애니메이션 콘텐츠 저작을 위한 V-Mask 컨트롤 차트 기반 상황 모니터링 기술, 2010 한국디지털콘텐츠학회 학술발표대회 논문집, 2010-12
  • 해외 월드컵 응원 사례를 통한 문화 콘텐츠로서의 길거리 응원에 대한 연구, 2010 한국디지털콘텐츠학회 학술발표대회 논문집, 2010-12
  • 문화콘텐츠 기반 테마파크 하이테크 발전방안 연구, 2010년도 한국멀티미디어학회 추계학술발표대회, 2010-11
  • 과학(박물)관에서 IT 기술 활용, 2010년도 한국멀티미디어학회 추계학술발표대회 논문집, 2010-11
  • 3D Visualization Framework based on MVC for In-Situ OLAP Knowledge/Information Interpretation, VIS'10, 2010-10
  • A Study on Contents Manufacturing System for Massive Contents Production, MITA2010, 2010-08
  • The Study on 3D Visualization for OLAP Knowledge/Information, ACDDE 2010 (한국CADCAM학회)(한국CADCAM학회), 2010-08
  • Texture Feature Representation in Dynamic Environments, HPCS 2010, 2010-07
  • Texture Feature Representation on a Coordinate System for Efficient Pattern Classification, CGVCVIP 2010, 2010-07
  • Distributed Data Mining System Based On Multi-Agent Communication Mechanism, KES-AMSTA 2010, 2010-06
  • 인터렉티브 콘텐츠 저작을 위한 영상인식 기반 인터페이스에 대한 연구, 2010 멀티미디어학회 춘계학술발표대회, 2010-05
  • 대량의 콘텐츠 자동 공정을 위한 콘텐츠 개발 시스템에 대한 연구, 2010 멀티미디어학회 춘계학술발표대회, 2010-05
  • OLAP 지식/정보의 3차원 시각화 기술에 대한 연구, 2010 한국정보기술학회 하계학술대회, 2010-05
  • 표면 반사율 변화에 따른 텍스처 이미지 분석에 대한 연구, 2010 멀티미디어학회 춘계학술발표대회, 2010-05
  • 텍스처 특징 정보 분석에 의한 이미지 촬영 위치변화 추적에 관한 연구, 2009 한국디지털콘텐츠학회 추계학술대회, 2009-12
  • 이미지 촬영 조건 변화에 따른 텍스처 특징 정보 분석 기술에 대한 연구, 2009차세대컴퓨팅 추계 학술대회, 2009-10
  • 로봇 위치인식용 물체 특징점 추출 알고리즘의 성능평가, 2009 한국자동제어학술회의 논문집, 2009-09
  • 인터랙티브 콘텐츠 제작을 위한 직관적인 저작 기술 개발, 한국정보과학회 09 한국 컴퓨터종합학술대회논문집, 2009-07
  • 맞춤형 해상도 조절을 통한 텍스처 영역 분석 기술에 대한 연구, 한국정보과학회 09 한국 컴퓨터종합학술대회논문집, 2009-07
  • 이동로봇의 행동 결정을 위한 특징점 매칭 기술, 2008 한국멀티미디어학회 추계학술발표대회 논문집, 2008-11
  • A Novel Approach on the Digital Restoration of an Historical Antiqities, 2008 ASIAGRAPH PROCEEDINGS, 2008-06
  • The Development of a Remote Collaborative Design System for 3D Graphical Modeling, 2008 ASIAGRAPH PROCEEDINGS, 2008-06
  • 가상공간에서의 능동형 체험 스포츠에 관한 연구, 2008 한국멀티미디어학회 춘계학술발표대회 논문집, 2008-05
  • 얼굴검출 기반 인터페이스를 통한 기능성 게임 개발에 관한 연구, 2008 한국멀티미디어학회 춘계학술발표대회 논문집, 2008-05
  • 자기 위치 인식을 위한 이동 로봇의 기본 움직임 결정 방법에 관한 연구, 2008 한국멀티미디어학회 춘계학술발표대회 논문집, 2008-05
  • 3D 그래픽 모델링을 위한 분산형 협업설계 시스템, 2008 한국멀티미디어학회 춘계학술발표대회 논문집, 2008-05
  • 컴퓨터게임에서의 체감형 인터페이스 효과성 연구, DCS-2007 한국디지털콘텐츠학회 학술대회 논문집, 2007-12
  • Distributed Decision Making Approach on an Agent-based Framework, International Conference On Next-Generation Computing 2007 (ICON-C 2007)(ICON-C 2007), 2007-11
  • 미국 인구통계 데이터를 이용한 분산형 데이터마이닝 시스템 성능평가, 한국정보과학회 2007 제34회 추계학술발표논문집, 2007-10
  • 인터랙티브 애니메이션 자동 저작 기술, 한국정보과학회 2007 제34회 추계학술발표논문집, 2007-10
  • 휴대용 전자제품 사용자의 취향조사를 위한 설문 시스템 설계에 대한 연구, 한국정보과학회 07 한국 컴퓨터종합학술대회논문집, 2007-06
  • 비전 기반 청소로봇 시스템에 적합한 로봇의 이동 추적 방법, 한국정보과학회 07 한국 컴퓨터종합학술대회논문집, 2007-06
  • Reconstructing Fine Detail for Archaeological Images, 2007 ASIAGRAPH PROCEEDINGS, 2007-05
  • 컴퓨터 비젼을 적용한 레이싱 게임용 인터페이스 기술, 2007동계 한국게임학회 학술발표대회, 2007-01
  • 어안렌즈를 이용하는 CV-SLAM을 위한 벽 영역의 특징점 제거 기법, 2006가을학술발표논문(차세대컴퓨팅학회)(차세대컴퓨팅학회), 2006-11
  • AR TOOLKIT을 이용한 비전기반 게임컨트롤 인터페이스, 2006가을학술발표논문(차세대컴퓨팅학회)(차세대컴퓨팅학회), 2006-11
  • 알파채널을 이용한 이미지의 패턴과 엣지 추출, 2006년 추계학술대회(한국멀티미디어학회)(한국멀티미디어학회), 2006-11
  • Optimizing parameters to enhance Optical Signal-to-Noise Ratio in Nation-wide Terrestrial DWDM-Cascaded EDFAs Fiber Optic Communication Systems, (IEEE2006)International Conference on Communications and Electronics(IEEE2006International Conference on Communications and Electronics), 2006-10
  • 분산환경에서 전송되는 의사결정나무 구조 정보 표현 기술, 2006 가을 학술발표논문(한국정보과학회)(한국정보과학회), 2006-10
  • 패턴의 명도대비 증강을 위한 블랜딩 연구, 2006년도 학술대회(한국디지털콘텐츠학회)(한국디지털콘텐츠학회), 2006-10