(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,
Publications
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재미있게 풀어보는 인공지능.
21세기사.
Solo
(2005)
컴퓨터과학.
한터미디어.
Solo
(2004)
이산수학.
사이텍미디어.
Solo
(2001)
인공지능.
생능출판사.
Solo
(2001)
이산수학.
사이텍미디어.
Co-author
Patent/Intellectual Property
다중 센서 신호 기반의 상황 인식 방법 및 장치(METHOD AND APPARATUS FOR SITUATION RECOGNITION BASED ON MULTIPLE SENSOR SIGNALS).
10-1716093-0000.
20170307.
KOREA, REPUBLIC OF
구조 학습 기반의 군중 행동 인식 방법 및 장치(METHOD AND APPARATUS FOR CROWD BEHAVIOR RECOGNITION BASED ON STRUCTURE LEARNING).
10-1675692-0000.
20161107.
KOREA, REPUBLIC OF
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.
KOREA, REPUBLIC OF
이동 방향별 보행자 계수 방법 및 장치(METHOD AND APPARATUS FOR COUNTING PEDESTRIANS BY MOVING DIRECTIONS).
10-1467360-0000.
20141125.
KOREA, REPUBLIC OF
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.
KOREA, REPUBLIC OF
퍼지 클러스터링을 이용한 모션 대응 방법(METHOD FOR MOTION CORRESPONDENCE USING FUZZY CLUSTERING).
10-1178013-0000.
20120822.
KOREA, REPUBLIC OF
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.
KOREA, REPUBLIC OF
점계열 유사도에 기반한 모션 대응 방법 및 장치(METHOD AND APPARATUS FOR MOTION CORRESPONDENCE BASED ON POINT SERIES SIMILARITY).
10-1173778-0000.
20120807.
KOREA, REPUBLIC OF
혼합신호에서 원신호를 분리하기 위한 지능형 신호분리 장치및
그 방법.
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KOREA, REPUBLIC OF
Conference Paper
(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).
KOREA, REPUBLIC OF
(2017)
Machine Learning for Activity Recognition from Movement Time Series Data.
lnternational Conference on Computational Modeling, Simulation and Applied Mathematics.
CHINA
(2017)
Analysis of Real Time Train state information based on Neural Network.
International Conference on
“Engineering & Technology, Computer, Basic and Applied Sciences”.
KOREA, REPUBLIC OF
(2017)
Abnormal Movement Detection based on Spatial Features from Partitioned Pedestrian Trajectory.
International conference on engineering and technology computer,basic and applied science.
KOREA, REPUBLIC OF
(2015)
HOG와 컬러정보 기반의 2단계 보행자 탐지 시스템.
정보처리학술대회.
KOREA, REPUBLIC OF
(2015)
의사결정 트리 기반의 다중 보행자 추적.
정보처리 추계학술대회.
KOREA, REPUBLIC OF
(2015)
은닉마코프모델 기반의 비정상 행동 인식 연구.
정보처리학술대회.
KOREA, REPUBLIC OF
(2014)
ID3 algorithm based object discrimination for multi object tracking.
International Symposium on Communications and Information Technologies.
KOREA, REPUBLIC OF
(2013)
다층 신경망 기반의 지하철 승강장 승객 혼잡도 측정.
정보과학회 추계 학술 발표회.
KOREA, REPUBLIC OF
(2013)
모션 대응 기반의 다중 보행자 추적 시스템.
한국정보과학회 학술발표논문.
KOREA, REPUBLIC OF
(2012)
영상내 발생가능한 시나리오에 따른 객체추적 시스템.
한국융합소프트웨어학회 추계학술발표대회.
KOREA, REPUBLIC OF
(2011)
군중밀도에 따른 텍스쳐변화연구.
한국융합소프트웨어학회 추계학술발표대회.
KOREA, REPUBLIC OF
(2011)
ANFIS based short-term prediction of passenger
volume in urban rail transit.
International symposium on advanced intelligent systems.
KOREA, REPUBLIC OF
(2011)
Context Aware Model for Robot
Based on Sensor Signals.
international symposium on advanced intelligent systems.
KOREA, REPUBLIC OF
(2011)
Korean documents copy detection based on ferret.
International conference on Intelligent computing.
CHINA
(2010)
Automated measurement of crowd density based on edge detection and optical flow.
ICSRA 2010.
CHINA
(2010)
a fuzzy inference framework for detecting intrusions in urban transit.
ICSRA2010.
CHINA
(2010)
automated measurement of crowd density based on edge detection and optical flow.
ICSRA2010.
CHINA
(2010)
automated measurement of crowd density based on edge detection and optical flow.
ICSRA 2010.
CHINA
(2010)
recognition of fire levels using fuzzy reasoning.
ICSRA2010.
CHINA
