연구활동 Research activities
- 논문
- [국외]
-
Innovative Cucumber Phenotyping: A Smartphone-Based and Data-Labeling-Free Model,
Electronics (Switzerland) 12
(2023)
-
Visual Intelligence in Smart Cities: A Lightweight Deep Learning Model for Fire Detection in an IoT Environment,
Smart Cities 6
(2023)
-
ORCNN-X: Attention-Driven Multiscale Network for Detecting Small Objects in Complex Aerial Scenes,
Remote Sensing 15
(2023)
-
VPBR: An Automatic and Low-Cost Vision-Based Biophysical Properties Recognition Pipeline for Pumpkin,
Plants 12
(2023)
-
Vision-Based White Radish Phenotypic Trait Measurement with Smartphone Imagery,
AGRONOMY-BASEL 13
(2023)
-
Toward explainable heat load patterns prediction for district heating,
SCIENTIFIC REPORTS 13
(2023)
-
Toward explainable heat load patterns prediction for district heating,
Scientific Reports 13
(2023)
-
Attention-guided multiscale neural network for defect detection in sewer pipelines,
Computer-Aided Civil and Infrastructure Engineering
(2023)
-
Lightweight pixel-level semantic segmentation and analysis for sewer defects using deep learning,
Construction and Building Materials 371
(2023)
-
Artificial Humming Bird Optimization with Siamese Convolutional Neural Network Based Fruit Classification Model,
Computer Systems Science and Engineering 47
(2023)
-
Deep learning-based masonry crack segmentation and real-life crack length measurement,
CONSTRUCTION AND BUILDING MATERIALS 359
(2022)
-
Solutions of Detour Distance Graph Equations,
SENSORS 22
(2022)
-
Dual-Sensor Signals Based Exact Gaussian Process-Assisted Hybrid Feature Extraction and Weighted Feature Fusion for Respiratory Rate and Uncertainty Estimations,
SENSORS 22
(2022)
-
A Spatio-Temporal Graph Convolutional Network Model for Internet of Medical Things (IoMT),
SENSORS 22
(2022)
-
Wild Chrysanthemums Core Collection: Studies on Leaf Identification,
HORTICULTURAE 8
(2022)
-
Facial Landmark Detection With Learnable Connectivity Graph Convolutional Network,
IEEE ACCESS 10
(2022)
-
Respiratory Rate Estimation Combining Autocorrelation Function-Based Power Spectral Feature Extraction with Gradient Boosting Algorithm,
APPLIED SCIENCES-BASEL 12
(2022)
-
Daily and seasonal heat usage patterns analysis in heat networks (vol 12, pg 9165, 2022),
SCIENTIFIC REPORTS 12
(2022)
-
Daily and seasonal heat usage patterns analysis in heat networks,
SCIENTIFIC REPORTS 12
(2022)
-
Automatic tunnel lining crack evaluation and measurement using deep learning,
Tunnelling and Underground Space Technology 124
(2022)
-
Deep Learning Enabled Disease Diagnosis for Secure Internet of Medical Things,
Cmc-Computers Materials & Continua
(2022)
-
An efficient attention module for instance segmentation network in pest monitoring,
Computers and Electronics in Agriculture 195
(2022)
-
Vision-Based Defect Inspection and Condition Assessment for Sewer Pipes: A Comprehensive Survey,
SENSORS 22
(2022)
-
Robust Sewer Defect Detection With Text Analysis Based on Deep Learning,
IEEE ACCESS 10
(2022)
-
DefectTR: End-to-end defect detection for sewage networks using a transformer,
Construction and Building Materials 325
(2022)
-
Intelligent Satin Bowerbird Optimizer Based Compression Technique for Remote Sensing Images,
CMC-COMPUTERS MATERIALS & CONTINUA 72
(2022)
-
A robust instance segmentation framework for underground sewer defect detection,
MEASUREMENT 190
(2022)
-
Pixel-level tunnel crack segmentation using a weakly supervised annotation approach,
COMPUTERS IN INDUSTRY 133
(2021)
-
Deep learning-based sewer defect classification for highly imbalanced dataset,
COMPUTERS & INDUSTRIAL ENGINEERING 161
(2021)
-
Multiple Object Tracking in Deep Learning Approaches: A Survey,
ELECTRONICS 10
(2021)
-
Plant Disease Detection in Imbalanced Datasets Using Efficient Convolutional Neural Networks With Stepwise Transfer Learning,
IEEE ACCESS 9
(2021)
-
Deep Learning-Based Short Story Generation for an Image Using the Encoder-Decoder Structure,
IEEE ACCESS 9
(2021)
-
An Improved Web Caching System With Locally Normalized User Intervals,
IEEE ACCESS 9
(2021)
-
Robust Korean License Plate Recognition Based on Deep Neural Networks,
SENSORS 21
(2021)
-
UAV based wilt detection system via convolutional neural networks,
Sustainable Computing-Informatics and Systems 28
(2020)
-
Sensor-based and vision-based human activity recognition: A comprehensive survey,
Pattern Recognition 108
(2020)
-
A deep learning-based hybrid framework for object detection and recognition in autonomous driving,
IEEE Access 8
(2020)
-
Smartphone-based bulky waste classification using convolutional neural networks,
Multimedia Tools And Applications 79
(2020)
-
Image Classification Based on Automatic Neural Architecture Search Using Binary Crow Search Algorithm,
IEEE Access 8
(2020)
-
Fusarium Wilt of Radish Detection Using RGB and Near Infrared Images from Unmanned Aerial Vehicles,
Remote Sensing 12
(2020)
-
An Efficient Framework for Secure Image Archival and Retrieval System using Multiple Secret Share Creation Scheme,
IEEE Access
(2020)
-
Crop pest recognition in natural scenes using convolutional neural networks,
Computers And Electronics In Agriculture 169
(2020)
-
Tampered and Computer-Generated Face Images Identification Based on Deep Learning,
APPLIED SCIENCES-BASEL 10
(2020)
-
Optimal Color Correction Based on Image Analysis for Color Vision Deficiency,
IEEE Access 7
(2019)
-
Underground sewer pipe condition assessment based on convolutional neural networks,
Automation In Construction 106
(2019)
-
Underground sewer pipe condition assessment based on convolutional neural networks,
Automation In Construction 106
(2019)
-
Face image manipulation detection based on a convolutional neural network,
Expert Systems With Applications 129
(2019)
-
A Survey on Internet of Things and Cloud Computing for Healthcare,
ELECTRONICS 8
(2019)
-
Deep Learning Based Computer Generated Face Identification Using Convolutional Neural Network,
Applied Sciences 8
(2018)
-
Deep Learning Approach for Short-Term Stock Trends Prediction Based on Two-Stream Gated Recurrent Unit Network,
IEEE Access 6
(2018)
-
Utilizing text recognition for the defects extraction in sewers CCTV inspection videos,
Computers In Industry 99
(2018)
-
Automated Text Analysis based on Skip-gram Model for Food Evaluation in Predicting Consumer Acceptance,
Computational Intelligence And Neuroscience
(2018)
-
Background Information of Deep Learning for Structural Engineering,
Archives Of Computational Methods In Engineering 25
(2018)
-
Deep convolutional neural network for classifying Fusarium wilt of radish from unmanned aerial vehicles,
Journal Of Applied Remote Sensing 11
(2017)
-
Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities,
IEEE Access 5
(2017)
-
A Study on the Hardware Structure of a Real-Time Confusion-Line Separation Algorithm for Smartphone of Color Vision Deficiency,
Advanced Science and Technology Letters Vol.8
(2012)
-
Interactive 3D Avatar Synthesis with a Photograph and its Facial Expressions on a Smartphone,
Advanced Science and Technology Letters Vol.8
(2012)
-
Modeling and Analysis of Regular PIN Entry Method and Its Improvement,
Advanced Science and Technology Letters Vol.8
(2012)
-
Breast image registration for PET-CT and MR based on 3D surface matching,
Advanced Science and Technology Letters Vol.8
(2012)
-
Optimization of Face Recognition Algorithms for Smartphone Environment,
Advanced Science and Technology Letters Vol.8
(2012)
-
3D Face Representation Model for Multi-dimensional Face Recognition Algorithm,
IEEE ATIS 2012 Vol.9
(2012)
-
Face Recognition Technology for Ubiquitous Computing Environment,
HCI2009 San Diego, CA, USA LNCS 5615
(2009)
-
Development of Real-Time Face Detection Architecture for Household Robot Applications,
HCI2009 San Diego, CA USA LNCS 5615
(2009)
-
Robust Active Appearance Model Based Upon Multi-linear Analysis against Illumination Variation,
HCI2009 San Diego, CA, USA LNCS 5615
(2009)
-
Biometric Authentication for Border Control Applications,
IEEE Transactions on Knowledge and Data Engineering 20-8
(2008)
-
Biometric User Authentication based on 3D Face Recognition under Ubiquitous Computing Environment,
LNAI 4682
(2007)
-
Knowledge-based User Authentication with various biometrics,
LNCS 4554
(2007)
-
3D model based face recognition by face representation using PVM and pose approximation,
LNCS 4555
(2007)
-
Biometric Driver Autentication based on 3D Face Recognition for Telematics Application,
LNCS 4554
(2007)
-
Biometric Person Authentication for Access Control Scenario based on Face Recognition,
LNCS 4554
(2007)
-
Face Representation Method using Pixel-to-Vertex Map (PVM) for 3D Model Based Face Recognition,
(LNCS)ECCV 2006 Workshop on HCI 3979
(2006)
-
Face Recognition Using the Gabor Wavelet and 2-Dimensional PCA,
International Journal of Computer Science and Network Security 5-11
(2005)
-
Muti-Modal Techniques for Identity Theft Prevention,
Proceedings of HSI 2005, Springer-Verlag, LNCS 3597
(2005)
-
Multi-Modal Biometrics with PKIs for Border Control Applications,
Proceedings of ICCA 2005, Springer-Verlag, LNCS 3480
(2005)
-
Multi-Modal Biometrics with PKI Technologies for Border Control Applications,
Proceedings of IEEE-ISI 2005, Springer-Verlag, LNCS 3495
(2005)
- [국내]
-
자동차 번호인식률 향상을 위한 전후 처리 알고리즘 구현,
전기학회논문지 68
(2019)
-
CNN을 이용한 딥러닝 기반 하수관 손상 탐지 분류 시스템,
한국정보통신학회논문지 22
(2018)
-
4차 산업혁명과 딥러닝,
한국공간구조학회지
(2017)
-
환경변화에 강인한 눈 검출 알고리즘 성능향상 연구,
디지털융복합연구 14
(2016)
-
스마트폰 환경의 인증 성능 최적화를 위한다중 생체인식 융합 기법 연구,
디지털융복합연구 13
(2015)
-
안드로이드 환경의 다중생체인식 기술을 응용한 인증 성능 개선 연구,
멀티미디어학회논문지 16
(2013)
-
Efficient 3D Model based Face Representation and Recognition Algorithm using Pixel-to-Vertex Map (PVM) ,
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS 5-1
(2011)
-
모듈화된 얼굴인식 시스템을 이용한 성능 시험에 관한 연구,
전자공학회 논문지 42-SC-4
(2005)
- 특허
- [국내]
-
공동주택의 다중 도메인 이상 탐지 방법 및 그 장치,
2023-12
(출원)
-
얼굴 진단 방법, 장치 및 프로그램,
2022-02
(출원)
-
인공지능 기반 치아 진단 방법, 장치 및 프로그램,
2021-12
(출원)
-
치장조적벽과 철물의 보강견적 산출시스템 및 그 산출방법,
2021-11
(등록)
-
딥러닝 기반 하수도 결함 감지 방법 및 그 장치,
2021-08
(출원)
-
치장조적벽과 철물의 보강견적 산출시스템 및 그 산출방법,
2021-04
(출원)
-
무의 시들음 병 검출 방법 및 장치,
2020-11
(출원)
-
웹 플랫폼을 활용한 치장조적 보강시스템,
2020-10
(출원)
-
관능 평가 방법 및 그 장치,
2020-08
(등록)
-
관능 평가 방법 및 그 장치,
2018-01
(출원)
- 저역서
-
MSAC (Marine AI Software Academy & Certificate),
2021-11
-
모바일앱 및 오픈소스 SW 기반의 기초 프로그래밍,
2019-01
- 학술발표
-
UAV-assisted and deep learning-driven object detection and tracking for autonomous driving,
5th ACM Workshop on Drone-Assisted Wireless Communications for 5G and Beyond (DroneCom)(Mobicom),
2022-10
-
Robust masonry crack segmentation and measurement based on deep learning,
The 8th International Conference on Next Generation Computing 2022(한국차세대컴퓨팅학회),
2022-10
-
설명 가능한 인공지능 매개 에너지 수요 예측 및 효율성 연구,
한국방송미디어공학회 2022년 하계학술대회(한국방송미디어공학회),
2022-06
-
환경변화에 강인한 딥러닝 기반의 터널 균열 측정 및 진단,
한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2022-05
-
어텐션 메커니즘을 활용한 딥러닝 기반의 번호판 검출 및 인식,
한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2022-05
-
Regnet을 활용한 딥런이 기반의 하수관 결함 분류 최적화 모델,
한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2022-05
-
빅데이터 기반 열 공급망의 이상탐지를 위한 기계학습 방법 연구,
한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2022-05
-
Face Recognition Using Shallow Age-Invariant Data,
36th International Conference of Image and Vision Computing New Zealand(Image and Vision Computing New Zealand (IVCNZ)),
2021-12
-
Deep Learning based detection and segmentation for masonry structural analysis: crack length measurement,
The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회),
2021-11
-
Robust and Explainable Sewer Crack Detection based on a Transformer,
The 7th International Conference on Next Generation Computing 2021(한국차세대컴퓨팅학회),
2021-11
-
Image Compression With Recurrent Neural Network and Generalized Divisive Normalization,
CVPR 2021(IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)),
2021-06
-
U-net을 이용한 딥러닝 기반 조적벽 균열 탐지,
2021 한국차세대컴퓨팅학회 춘계학술대회 프로그램(한국차세대컴퓨팅학회),
2021-05
-
Deep learning-based Fusarium wilt detection using UAV imagery with Explainable Artificial Intelligence ,
The 5th International Conference on Next Generation Computing 2019(한국차세대컴퓨팅학회),
2019-12
-
딥인코더-디코더 기반의 인공지능 포토 스토리텔러,
2019 한국정보처리학회 추계학술대회(한국정보처리학회),
2019-11
-
심층 신경망 기반의 생활폐기물 자동 분류,
2019 한국방송 미디어공학회 추계학술대회(한국방송-미디어공학회),
2019-11
-
DEEPCRACK: CONCRETE INSPECTION FOR TUNNEL AND BRIDGE STRUCTURE USING CONVOLUTIONAL NEURAL NET AND DISTRIBUTED LEARNING PLATFORM,
2019 International Conference on Smart Cities(iSMARTi),
2019-07
-
영아 돌연사 증후군 예방 솔루션,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
영상 인식을 이용한 길고양이 자동급식기,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
스마트폰 사진 합성을 통한 3D 아바타 모델링,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
딥러닝 기반 주식 가격 경향 예측 프레임워크,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
VoiceLock:화자인식을 이용한 스마트 자물쇠,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
열화상 카메라 기반의 영상 분석 및 동체 인지를 통한 가상펜스 설계,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
스마트폰 사진 합성을 통한 3D 아바타 모델링,
한국정보처리학회 2018 춘계학술대회(한국정보처리학회),
2018-05
-
온라인 빅데이터를 통한 소비자 선호도의 딥러닝 기반 분석기법 연구,
2018 한국차세대컴퓨팅학회 춘계학술대회(한국차세대컴퓨팅학회),
2018-05
-
증강현실과 사물인식을 이용한 메뉴 서비스 애플리케이션,
한국컴퓨터그래픽스학회 학술대회(한국컴퓨터그래픽스학회),
2017-07
-
얼굴 및 사물인식 기술을 적용한 IoT 기반의 금고 시스템,
한국컴퓨터종합학술대회(한국정보과학회),
2016-06
-
얼굴인식 기반 전자출결 시스템,
한국컴퓨터종합학술대회(한국정보과학회),
2016-06
-
안드로이드 환경의 MCT 기반 얼굴검출 알고리즘 성능 향상 연구,
2014 한국컴퓨터종합학술대회(한국정보과학회),
2014-06
-
3D Face Representation using Inverse Compositional Image Alignment for Multimodal Face Recognition,
Frontier and Innovation in Future Computing and Communications (FCC 2014)(FTRA, KIPS(한국정보처리학회)),
2014-01
-
스마트폰 환경 기반의 실시간 물체인식 시스템 연구,
대한전자공학회 하계학술대회(대한전자공학회),
2013-07
-
Optimization for Mobile based Face Authenticationby Floating to Integer Representation,
The International Conference on Computer Applications and Information Processing Technology (CAIPT)(한국정보처리학회 (CAIPT 2013)),
2013-06
-
다중 생체인식 기반의 모바일 인증 시스템 성능 개선,
한국정보처리학회 춘계 학술대회(한국정보처리학회),
2013-05
-
iOS 환경의 Gabor 필터를 이용한 얼굴인식 시스템 최적화 연구,
하계학술대회(대한전자공학회),
2012-06
-
안드로이드 환경 기반 화자식별 시스템의 최적화 연구,
하계학술대회(전자공학회),
2012-06
-
안드로이드 환경을 위한 얼굴검출 시스템 최적화 연구,
전자공학회 추계학술대회,
2011-11
-
iOS 환경의 MCT 알고리즘을 이용한 얼굴검출 시스템 구현,
전자공학회 추계학술대회,
2011-11
-
iPhone OS 환경을 위한 얼굴인식 시스템 최적화,
전자공학회 하계학술대회,
2011-06
-
안드로이드 환경을 위한 얼굴인식 시스템 최적화 연구,
전자공학회 하계학술대회,
2011-06
-
Breast Image Registration of 3D Surface-Point Using Iterative Closet Point (ICP) Method,
CNSI 2011,
2011-05
-
Object Detection using FAST Corner Detector based on Smartphone Platforms,
CNSI 2011,
2011-05
-
스마트폰 환경에서 Speed Up Robust Feature (SURF) 알고리즘을 적용한 물체 인식 기술 연구,
대한전자공학회, 추계학술대회,
2010-11
-
유방 영상의 3D shape 생성을 위한 레벨 셋 기법을 이용한 유방 영상의 분할 기법,
대한전자공학회, 추계학술대회,
2010-11
-
3D Model based Face Recognition using Inverse Compositional Image Alignment,
ITCS2010,
2010-08
-
모바일 환경에 적합한 피부색과 에지 정보를 이용한 얼굴 영역 검출,
대한전자공학회, 하계학술대회,
2010-06
-
모바일 환경에서의 정확한 얼굴 영역 검출에 관한 연구,
대한전자공학회, 하계학술대회,
2010-06
-
Mobile 환경에 적합한 얼굴 검출 알고리즘의 성능 평가를 통한 최적화 연구,
2009 대한전자공학회 추계학술대회,
2009-11
-
모바일 환경에 적합한 얼굴 검출 알고리즘의 정확도 향상에 관한 연구,
2009 대한전자공학회 추계학술대회,
2009-11
-
유비쿼터스 환경하의 이동식 기기에 적합한 얼굴검출 및 인식 시스템,
2009 대한전자공학회 하계학술대회,
2009-07
-
Optimization of Face Recognition Algorithms for Ubiquitous Computing Environment,
Proceedings of FGCN 2008,
2008-12
-
Face Representation Method for 3D Model-Based Face Recognition,
Proceedings of ICEIC 2008,
2008-06
-
3차원 얼굴인식을 위한 픽셀 대 정점 맵 기반 얼굴 표현방법,
2006 하계학술대회(대한전자공학회)(대한전자공학회),
2006-06