▶ 컴퓨터정보통신공학 박사
▶ 컴퓨터소프트웨어학부 교수
- 사이버보안전공주임 / 게임공학전공주임 / 오픈소스SW전공교육실무책임교수
▶ 연구실 홈페이지 http://snslab.cu.ac.kr/
▶ 주요 경력
- 2010 ~ 2014, 한국과학기술연구원 영상미디어연구센터 박사후연구원
- 2010 ~ 2012, UST 강사
- 2008 ~ 2009, University of Minnesota Duluth 방문연구원
- 2000 ~ 2001, 드림헌터인터렉티브 대표
▶ 주요 연구 과제
- (PI) Design and implementation of a platform for effective practice and lectures in an online environment (Mar 2023 to Current), Funded by the National Program for Excellence in Software at Daegu Catholic University, Korea
- (PI) Carbon reduction signal control algorithm evaluation simulation SW development (Mar 2023 to Current), Funded by Korea Institute of Civil Engineering and Building Technology, Korea
- (PI) Research on sensor fusion-based road surface and facility damage detection system (Mar 2021 to Current), Funded by National Research Foundation, Korea
- (PL) Development of multi-purpose modular electrically driven unmanned vehicle system integration and verification core technology (Jun 2022 to Current), Funded by Daegu Gyeongbuk Regional Innovation Platform, Korea
- (PL) Development of radar-based object tracking method and intelligent headlamp system (Jun 2022 to Current), Funded by Daegu Gyeongbuk Regional Innovation Platform, Korea
- (PL) Development of personalized atopy prediction algorithm and O2O healthcare solution based on atopy big data (Sep 2022 to Aug 2023), Funded by the Ministry of SMEs and Startups, Korea
- (PL) Atopy PHD-based living environment-related information and product recommendation service for disease management of atopic children, Atomom (Oct 2021 to Oct 2022), Funded by the Ministry of SMEs and Startups, Korea
- (PI) Smart service and ecosystem design for regional revitalization and resident care based on urban regeneration living lab (Aug 2020 to May 2023), Funded by National Research Foundation, Korea
- (sub-PI) Development of technology to improve slope and road pavement management using drones (Apr 2018 to Jun 2021), Funded by the Ministry of Land, Infrastructure and Transport, Korea
- (PI) Development of a tunnel crack analysis system based on deep learning (Dec 2018 to Mar 2021), Funded by the Ministry of SMEs and Startups, Korea
- (PI) Development of artificial intelligence-based pedestrian perspective object recognition algorithm (Sep 2020 to Jan 2021), Funded by AwaSoft, Korea
- (PI) Research on an on-demand data set system for deep learning based on collective intelligence (Jun 2019 to May 2020), Funded by National Research Foundation, Korea
- (PI) Deep learning-based road pothole detection analysis study (May 2018 to Oct 2010), Funded by Korea Institute of Civil Engineering and Building Technology, Korea
- (PI) Development of an image analysis program for solar module defect inspection (Jun 2017 to Sep 2017), Funded by Hannam Electric Communication Construction, Korea
- (PI) Development of deep learning porthole detection program (Jul 2017 to Sep 2017), Funded by Korea Institute of Civil Engineering and Building Technology, Korea
- (PI) Research on personal integrated cloud storage service system (Jul 2015 to Jun 2018), Funded by National Research Foundation, Korea
- (Researcher) TourCloud: Development of intelligent social tour cloud technology (May 2012 to Feb 2014), Funded by the Ministry of Culture and Tourism, Korea
- (Researcher) Development of mobile mixed reality-based experience tour technology (Mar 2010 to Feb 2013), Funded by the Ministry of Culture and Tourism, Korea
- (Researcher) High-performance virtual machine specifications and technology development (Mar 2010 to Feb 2013), Funded by the Ministry of Knowledge Economy, Korea
- (Researcher) Tangible social media platform technology development (Jan 2011 to Dec 2013), Funded by Korea Institute of Science and Technology, Korea
- (Researcher) Development of an immersive next-generation web platform (Mar 2010 to Dec 2010), Funded by Korea Institute of Science and Technology, Korea
- (Researcher) Research on improving intelligent traffic information management system, (Aug 2008 to Feb 2009), NATSRL UofM Duluth
- (PM) Streaming media service technology based on mobility prediction of high-speed mobile users (Jul 2002 to Jun 2009), Funded by Korea Research Foundation, Korea
- (PM) Development of u-UCC electronic photo frame and integrated service system (May 2007 to Apr 2009), Funded by the Ministry of Commerce, Industry and Energy, Korea
- (Researcher) Development of 3D AV-based technology - Research on 3D video generation technology for 3D broadcasting (May 2006 to Nov 2006), Funded by Electronics and Telecommunications Research Institute, Korea
- (PM) Construction of a futuristic life and health u-City implemented with ubiquitous cutting-edge technology (Sep 2005 to Oct 2006), Funded by Gangwondo Development Corporation, Korea
- (Researcher) Embedded video system for monitoring/management of natural environments and large artificial structures in the Gangwon-do region (Apr 2004 to Aug 2005), Funded by Ministry of Information and Communication, Korea
- (Researcher) Development of a Web-based road maintenance system in a ubiquitous environment (Aug 2004 to Jul 2006), Funded by Industry-academic cooperation-oriented university project, Korea
- (Researcher) ITRC Media Services Technology Research Center (Aug 2003 to Jul 2005), Funded by National IT Promotion Agency, Korea
- (Researcher) Parallelization of continuous media streaming on cluster servers (Apr 2003 to Mar 2005), Funded by Korea Science Foundation, Korea
▶ Rewards, Awards, and Scholarships
- Industry-Academic Cooperation Foundation Scholarship, Korea Sanhak Foundation, Sep 2005
- Research scholarship student at the Graduate School of Science and Engineering, Ministry of Science and Technology, Sep 2007
- Excellent Academic Research Award, Kangwon National University, Feb 2010
- Best Presentation Paper Award at KCC 2018, The Korean Institute of Information Scientists and Engineers, Jul 2018
- Best Presentation Paper Award at KSC 2018, The Korean Institute of Information Scientists and Engineers, Feb 2019
- Best Paper Award at ICACCI 2019, The Korea Academic Society of Digital Business Administration, Dec 2019
- Best Presentation Paper Award at KCC 2020, The Korean Institute of Information Scientists and Engineers, Aug 2020
- Best Paper Award in Smart City at KCC 2021, The Korean Institute of Information Scientists and Engineers, June 2021
- Special Achievement Award at KCC 2021, The Korean Institute of Information Scientists and Engineers, June 2021
- Research Grant Award, Daegu Catholic University, May 2022
- SW Education Award, Daegu Catholic University, May 2023
▶ SCIE & SCOPUS
- Web-Based Behavioral Tracking Management System for Elderly Care Automation, J Inf Process Syst, Vol.19, No.3, pp.385~393 Jun 2023
- Improvement of Tiny Object Segmentation Accuracy in Aerial Images for Asphalt Pavement Pothole Detection, Sensors 2023, 23(13), 5851 Jun 2023
- Development of a Pothole Detection Result Management System in Road Aerial Images, JP Journal of Heat and Mass Transfer, Special Issue 1, 2020, pp.77-81 Jun 2020
- Mosaicing Inside Tunnel Images for Tunnel Monitoring, JP Journal of Heat and Mass Transfer, Special Issue 1, 2020, pp.71-76 Jun 2020
- The Multi-Station Based Variable Speed Limit Model for Realization on Urban Highway, Electronics 2020, 9(5), 801 May 2020
- Smart Parking System Based on an Ultrasonic Sensor and Bluetooth Low Energy in the Internet of Things, Journal of System and Management Sciences, 9.4, pp.91-110 Dec 2019
- Pedestrian-Safe Smart Crossing System Based on IoT with Object Tracking, LNEE 474, pp.926-931 Jan 2018
- Mutual Exclusion Method in Client-Side Aggregation of Cloud Storage, IEEE Transactions on Consumer Electronics, Vol. 63, No. 2, pp.185-190 Jul 2017
- A Vehicle Driving Video Platform for Vehicle Black Box Using Smartphones, Advanced Science Letters, Vol. 22, No. 9, pp.2429-2431 Sep 2016
- Design and Implementation of MapReduce-Based Book Recommendation System by Analysis of Large-Scale Book-Rental Data, LNEE 393, pp. 713-719 Aug 2016
- Speech-to-Text-Based Life Log System for Smartphones”, LNEE 373, pp.637-642 Dec 2015
- SaveMe: Client-Side Aggregation of Cloud Storage, IEEE Transactions on Consumer Electronics, Vol. 61, No. 3, pp.302-310 Aug 2015
- Real-time Panoramic Video Streaming System with Overlaid Interface Concept for Social Media, Multimedia Systems, Vol. 20, Issue 6, pp. 707-719 Nov 2014
- Network-adaptive Autonomic Transcoding Algorithm for Seamless Streaming Media Service of Mobile Clients, Multimedia Tools and Applications, Vol. 51, No. 3, pp.897-912 Jan 2011
- Resource Consumption-Aware QoS in Cluster-based VOD Servers, Journal of Systems Architecture: the EUROMICRO Journal, Volume 53, Issue 1, pp. 39-52 Jan 2007
- Load Distribution Strategies in Cluster-based Transcoding Servers for Mobile Clients, Lecture Notes in Computer Science, Vol. 3983, pp. 1156-1165 May 2006
- Thin-Client Computing for Supporting the QoS of Streaming Media in Mobil Device, Lecture Notes in Computer Science, Vol. 3981, pp. 562-571 May 2006
- An Effective Failure Recovery Mechanism with Pipeline Computing in Clustered-Based VOD Servers”, Lecture Notes in Computer Science, Vol. 3768, pp. 12-23 Nov 2005
▶ International Conference
- Design and Implementation of Object Detection and Re-simulation System based on LiDAR, 2023 IEEE International Conference on Consumer Electronics (ICCE) Jan 2023
- Web-based Online Judge System for Online Programming Education, 2022 IEEE International Conference on Consumer Electronics (ICCE) Jan 2022
- Improvement of Object Segmentation Accuracy in Aerial Images, 2022 IEEE International Conference on Consumer Electronics (ICCE) Jan 2022
- Automatic Reading Analog gauge with Handheld device, 2020 IEEE International Conference on Consumer Electronics (ICCE) Jan 2020
- Experiment of Image Processing Algorithm for Efficient Pothole Detection, 2019 IEEE International Conference on Consumer Electronics (ICCE) Jan 2019
- Leader-Follower based Smart Mobile Objects in Internet of Things, 2019 IEEE International Conference on Consumer Electronics (ICCE) Jan 2019
- Detecting Faulty Solar Panels Based on Thermal Image Processing, 2018 IEEE International Conference on Consumer Electronics (ICCE) Jan 2018
- Improved Durability of Soil Humidity Sensor for Agricultural IoT Environments, 2018 IEEE International Conference on Consumer Electronics (ICCE) Jan 2018
- Image Processing-based Pothole Detecting System for Driving Environment, 2018 IEEE International Conference on Consumer Electronics (ICCE) Jan 2018
- Detecting a pothole using Deep Convolutional Neural Network models for an adaptive shock observing in a vehicle driving, 2018 IEEE International Conference on Consumer Electronics (ICCE) Jan 2018
- Smart Crossing System using IoT, 2017 IEEE International Conference on Consumer Electronics (ICCE) Jan 2017
- Mutual Exclusion Strategy in a Cloud-of-Clouds, 2017 IEEE International Conference on Consumer Electronics (ICCE) Jan 2017
- The Smart Shoes Providing the Gait Information on IoT, 2017 IEEE International Conference on Consumer Electronics (ICCE) Jan 2017
- Smart Umbrella for Safety Directions on Internet of Things, 2017 IEEE International Conference on Consumer Electronics (ICCE) Jan 2017
- Smart Parking System for Internet of Things, 2016 IEEE International Conference on Consumer Electronics (ICCE) Jan 2016
- MinT: Middleware for Cooperative Interactions of Things, 2016 IEEE International Conference on Consumer Electronics (ICCE) Jan 2016
- SaveMe: User-centric Cloud System, 2015 IEEE International Conference on Consumer Electronics (ICCE) Jan 2015
- Speech-to-Text-based Life Log System for Smartphones, 2014 IEEE International Conference on Consumer Electronics (ICCE) Jan 2014
- User Generated Highlight Syst em for Baseball Games with Social Media Activities, 2014 IEEE International Conference on Consumer Electronics (ICCE) Jan 2014
- StreamMe: Me-Centric Multimedia Streaming System with Clouds, P2P and Smartphones, 2014 IEEE International Conference on Consumer Electronics (ICCE) Jan 2014
- Immersive Panorama TV Service System, 2012 IEEE International Conference on Consumer Electronics (ICCE) Jan 2012
- Overlay SNS: Next Generation Social Network Service, 2012 IEEE International Conference on Consumer Electronics (ICCE) Jan 2012
- Panoramic Interface for Baseball Live with SNS, 2012 IEEE International Conference on Consumer Electronics (ICCE) Jan 2012
- Personal Multi-angle Media Broadcasting Service System, 2012 IEEE International Conference on Consumer Electronics (ICCE) Jan 2012
- Zapping Delay Reduction Method for Sports Live with Multi-angle on Smart TV, Proceeding of Euro ITV 2011 Jun 2011
- N-Screen Live Baseball Game Watching System: Novel Interaction Concepts within a Public Setting, Proceeding of Euro ITV 2011 Jun 2011
- TV Channel Sharing System Using Wireless Network, 2011 IEEE International Conference on Consumer Electronics (ICCE) Jan 2011
- Social Media-Based Three-Screen TV Service, 2011 IEEE International Conference on Consumer Electronics (ICCE) Jan 2011
- Implementation of English E-Learning System Based on .Net Framework, 2011 IEEE International Conference on Consumer Electronics (ICCE) Jan 2011
- Stream Prefetching Method on Streaming Media Service for High Speed Mobile Users, Internet Technologies & Society 2010 Nov 2010
- Agent-based On-Line Traffic Condition and Information Analysis System for Wireless V2I Communication, The Second International Conference on Ubiquitous and Future Networks Jun 2010
- Load Distribution Algorithm based on Transcoding Time Estimation for Distributed transcoding servers, 2010 International Conference on Information Science and Applications (ICISA) Apr 2010
- Transcoding Load Distribution Policy for Wireless Mobile Clients, The 2008 International Conference on Computer Design (CDES'08) Aug 2008
- Experimental Evaluation for Scalability and QoS in a VOD System, Proceeding of the IEEE 2007 International Conference on Computational Science and its Applications Sep 2007
- Load Distribution Method and Admission Control for Streaming Media QoS in Distributed Transcoding Servers, The IEEE 2007 International Conference on Computational Science and its Applications Sep 2007
- Advanced Real-Time Rate Control for Low Bit Rate Video Communication, International Conference on Intelligent Computing 2005 Aug 2005
▶ KCI 저널
- 항공 영상 내 오브젝트의 정확한 면적 측정을 위한 외곽선 검출 방법, 컴퓨팅의 실제 논문지, 27권 6호, pp.282-288, 2021.6.
- 자율 이동형 스마트 애완용 화분 시스템 개발, 정보과학회 컴퓨팅의 실제 논문지, 26권, 2호, pp.64-73, 2020.2.
- 이기종 사물들의 효과적 동작을 위한 사물인터넷 미들웨어, 정보과학회 컴퓨팅의실제 논문지, 23권, 9호, pp.517-534, 2017년 09월
- 대한민국 고속도로를 위한 교통 분석 및 시뮬레이션 시스템, 정보과학회 컴퓨팅의 실제 논문지, 22권, 9호, pp. 426-440, 2016년 09월
- 안정적인 고속도로 통제를 위한 향상된 실시간 가변 속도 제한, 정보과학회 컴퓨팅의 실제 논문지, 22권, 9호, pp. 405-418, 2016년 09월
- 사물인터넷에서 초음파 센서와 블루투스 통신을 이용한 스마트 주차 시스템, 정보과학회 컴퓨팅의 실제, 22권, 6호, pp. 268-277, 2016년 06월
- 소셜 미디어와 중계 영상을 활용한 실시간 스포츠 문자 중계 기반의 사용자 저작 하이라이트 시스템, 한국차세대컴퓨팅학회 논문지 제8권 6호, 49~58페이지, 2012년 12월.
- 분산 트랜스코딩 환경에서 트랜스코딩 예측 기반 부하 분산 기법, 정보과학회논문지:시스템 및 이론, 제37권, 제4호, pp.195-204, 2010.08.
- 모바일 싱크를 위한 균등 큐잉(FQMS): 모바일 싱크 기반 무선 센서 네트워크에서 균등한 데이터 수집을 위한 스케줄링 기법 , 정보과학회논문지:정보통신 제 37권 제 3호 2010년 6월
- 분산 트랜스코딩 환경에서 부하 균형을 위한 트랜스코딩 부하 예측 기법 , 한국정보과학회 논문지 제35권 9-10호, 466~475페이지 2008년 10월
- 이동 단말에서 끊임없는 스트리밍 미디어를 위한 오토노믹 멀티미디어 트랜스코딩 알고리즘 , 정보과학회 논문지, 제13권 제5호, 260~270페이지,2007년 10월
- 클러스터 VOD 서버에서 선호도 기반 세그먼트 버퍼 대체 기법, 정보과학회논문지 제33권, 제11호, 797~809페이지, 2006년 12월.
- 효과적인 트랜스코딩 부하 분산을 위한 자원가중치 부하분산 정책, 정보과학회논문지 제11권, 제5호, 401~415페이지, 2005년 10월.
- 리눅스 기반의 클러스터 VOD 서버와 내장형에 클라이언트의 구현, 정보과학회논문지 제10권, 제6호, 435~447페이지, 2004년 12월.
▶ 특허
- 전자액자간의 멀티미디어 콘텐츠 동기화 시스템 및 그 방법, 출원번호 : 2008-0041889, 출원일자 : 2008년 05월 06일, 등록번호 제 10-1045281호, 등록일자 : 2011년 6월 23일
- 무선 동영상 분배기 및 동영상 무선 실시간 공유 시스템, 출원번호 : 10-2010-0022299, 출원일자 : 2010년 03월 12일, 등록번호 : 제 10-1117094 호, 등록일자 : 2012년 02월 09일
- 실시간 고해상도 파노라마 영상 스트리밍 시스템 및 방법, 출원번호 : 10-2011-0087760, 출원일자 : 2011년 08월 31일등록번호 : 제 10-1282955 호, 출원일자 : 2013년 07월 01일
- 멀티 앵글 기반의 미디어 자키를 이용한 실시간 개인 방송 시스템, 출원번호 : 10-2011-125958, 출원일자 : 2011년 11월 29일등록번호 : 제 10-1242478 호, 등록일자 : 2013년 03월 06일
- SNS 정보를 이용한 파노라마 영상 인터페이스 제공 시스템 및 방법, 출원번호 : 10-2012-0006896, 출원일자 : 2012년 01월 20일등록번호 : 제 10-1295002 호, 등록일자 : 2013년 08월 01일
- 컨텐츠 연관 정보 관리 장치 및 그 방법, 출원번호 : 10-2013-0027394, 출원일자 : 2013년 03월 14일등록번호 : 10-27711, 등록일자 : 2014년 08월 01일
- 교통 시뮬레이션을 수행하는 방법 및 시스템출원번호 : 10-2016-0098979, 출원일자 : 2016년 08월 03일등록번호 : 10-1887265, 등록일자 : 2018년 08월 03일
- 도로 이미지에 기반한 포트홀 탐지 시스템 및 방법출원번호 : 10-2019-0151996, 출원일자 : 2019년 11월 25일등록번호 : 10-2332971, 등록일자 : 2021년 11월 25일
- 딥러닝 기반 항공 영상 내 포트홀 탐지 결과 시각화 장치 및 그 방법출원번호 : 10-2021-0074779, 출원일자 : 2021년 06월 09일등록번호 : 10-2586175, 등록일자 : 2023년 09월 27일
▶ 국내 학술대회 총 128편 발표