(Ph.D.) in Computer Engineering, University of Southern California, LA, USA (1988)
약력/경력
1988 ~ Professor College of Software , SungKyunKwan University, Suwon, Korea 1998, Visiting Scholar, Princeton University
1995, Visiting Scholar, IBM Almaden Research Institute
1980-1983, Research Engineer, Daewoo Heavy Industries Co.
학술지 논문
(2019)
Prediction of the Dynamic Stiffness of Resilient Materials using Artificial Neural Network (ANN) Technique.
APPLIED SCIENCES-BASEL.
9,
6
(2018)
Spatio-Temporal Analysis of Trajectory for Pedestrian Activity Recognition.
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY.
13,
2
(2017)
A scheme of AR-based personalized interactive broadcasting service in terrestrial digital broadcasting system.
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS.
20,
3
(2016)
인공지능기술의 이해및 법,제도적 이슈 고찰.
과학기술법학.
8,
1
(2016)
Cascade-adaboost for pedestrian detection using HOG and combined features.
Lecture Notes in Electrical Engineering.
421,
(2016)
Machine learning for trajectory generation of multiple-pedestrians.
Lecture Notes in Electrical Engineering.
421,
(2016)
Occluded pedestrian classification using gradient patch and convolutional neural networks.
Lecture Notes in Electrical Engineering.
421,
(2016)
Temporal Search Algorithm for Multiple-Pedestrian Tracking.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS.
10,
5
(2015)
Crowd Activity Recognition using Optical Flow Orientation Distribution.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS.
9,
8
(2015)
Directional Pedestrian Counting with a Hybrid Map-based Model.
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS.
13,
1
(2014)
Multi-Sensor Signal based Situation Recognition with Bayesian Networks.
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY.
9,
(2010)
A new Diverse AdaBoost classifier.
Proceedings - International Conference on Artificial Intelligence and Computational Intelligence.
1,
단행본
(2021)
재미있게 풀어보는 인공지능.
21세기사.
단독
(2005)
컴퓨터과학.
한터미디어.
단독
(2004)
이산수학.
사이텍미디어.
단독
(2001)
인공지능.
생능출판사.
단독
(2001)
이산수학.
사이텍미디어.
공동
특허/프로그램
다중 센서 신호 기반의 상황 인식 방법 및 장치(METHOD AND APPARATUS FOR SITUATION RECOGNITION BASED ON MULTIPLE SENSOR SIGNALS).
10-1716093-0000.
20170307.
대한민국
구조 학습 기반의 군중 행동 인식 방법 및 장치(METHOD AND APPARATUS FOR CROWD BEHAVIOR RECOGNITION BASED ON STRUCTURE LEARNING).
10-1675692-0000.
20161107.
대한민국
군중 궤적 추출을 이용한 비정상 행동 검출에 기초한 영상 감시 방법 및 영상 감시 장치(METHOD AND APPARATUS FOR VIDEO SURVEILLANCE BASED ON DETECTING ABNORMAL BEHAVIOR USING EXTRACTION OF TRAJECTORIES FROM CROWD IN IMAGES).
10-1472674-0000.
20141208.
대한민국
이동 방향별 보행자 계수 방법 및 장치(METHOD AND APPARATUS FOR COUNTING PEDESTRIANS BY MOVING DIRECTIONS).
10-1467360-0000.
20141125.
대한민국
분할 이미지 셀을 이용하는 아다부스트 기반의 보행자 검출 방법 및 장치(METHOD AND APPARATUS FOR ADABOOST-BASED OBJECT DETECTION USING PARTITIONED IMAGE CELLS).
10-1419837-0000.
20140709.
대한민국
퍼지 클러스터링을 이용한 모션 대응 방법(METHOD FOR MOTION CORRESPONDENCE USING FUZZY CLUSTERING).
10-1178013-0000.
20120822.
대한민국
신경망을 이용한 이동 물체의 혼잡도 측정 시스템 및 방법(ＳＹＳＴＥＭ ＡＮＤ ＭＥＴＨＯＤ ＦＯＲ ＡＵＴＯＭＡＴＥＤ ＭＥＡＳＵＲＥＭＥＮＴ ＯＦ ＣＲＯＷＤ ＤＥＮＳＩＴＹ ＵＳＩＮＧ ＮＥＵＲＡＬ ＮＥＴＷＯＲＫ).
10-1173786-0000.
20120807.
대한민국
점계열 유사도에 기반한 모션 대응 방법 및 장치(METHOD AND APPARATUS FOR MOTION CORRESPONDENCE BASED ON POINT SERIES SIMILARITY).
10-1173778-0000.
20120807.
대한민국
혼합신호에서 원신호를 분리하기 위한 지능형 신호분리 장치및
그 방법.
0284982.
20001227.
대한민국
수상/공훈
2016. 정보처리학회 우수논문상
2016.- 한국저작권 기술위원
학술회의논문
(2020)
Predicting the Housing Purchase Price Index using Deep Learning Model
The International Conference on Big data, IoT, and Cloud Computing (BIC 2020) August 2020, Jeju, Korea.
he International Conference on Big data, IoT, and Cloud Computing (BIC 2020).
대한민국
(2017)
Machine Learning for Activity Recognition from Movement Time Series Data.
lnternational Conference on Computational Modeling, Simulation and Applied Mathematics.
중국
(2017)
Analysis of Real Time Train state information based on Neural Network.
International Conference on
“Engineering & Technology, Computer, Basic and Applied Sciences”.
대한민국
(2017)
Abnormal Movement Detection based on Spatial Features from Partitioned Pedestrian Trajectory.
International conference on engineering and technology computer,basic and applied science.
대한민국
(2015)
HOG와 컬러정보 기반의 2단계 보행자 탐지 시스템.
정보처리학술대회.
대한민국
(2015)
의사결정 트리 기반의 다중 보행자 추적.
정보처리 추계학술대회.
대한민국
(2015)
은닉마코프모델 기반의 비정상 행동 인식 연구.
정보처리학술대회.
대한민국
(2014)
ID3 algorithm based object discrimination for multi object tracking.
International Symposium on Communications and Information Technologies.
대한민국
(2013)
다층 신경망 기반의 지하철 승강장 승객 혼잡도 측정.
정보과학회 추계 학술 발표회.
대한민국
(2013)
모션 대응 기반의 다중 보행자 추적 시스템.
한국정보과학회 학술발표논문.
대한민국
(2012)
영상내 발생가능한 시나리오에 따른 객체추적 시스템.
한국융합소프트웨어학회 추계학술발표대회.
대한민국
(2011)
군중밀도에 따른 텍스쳐변화연구.
한국융합소프트웨어학회 추계학술발표대회.
대한민국
(2011)
ANFIS based short-term prediction of passenger
volume in urban rail transit.
International symposium on advanced intelligent systems.
대한민국
(2011)
Context Aware Model for Robot
Based on Sensor Signals.
international symposium on advanced intelligent systems.
대한민국
(2011)
Korean documents copy detection based on ferret.
International conference on Intelligent computing.
중국
(2010)
Automated measurement of crowd density based on edge detection and optical flow.
ICSRA 2010.
중국
(2010)
a fuzzy inference framework for detecting intrusions in urban transit.
ICSRA2010.
중국
(2010)
automated measurement of crowd density based on edge detection and optical flow.
ICSRA2010.
중국
(2010)
automated measurement of crowd density based on edge detection and optical flow.
ICSRA 2010.
중국
(2010)
recognition of fire levels using fuzzy reasoning.
ICSRA2010.
중국
