2D/3D Object Category Recognition
2D/3D Face Processing/Recognition
Vision Based Human Computer Interaction Using RGB-D Cameras
Education
(Ph.D.) In Electrical Engineering, Purdue University, U.S.A. (1994)
Experience
Distinguished Visiting Professor: 2013-present, North University of China, China
Visiting Professor: 2004-2005, 2008, University of California at Santa Barbara, U. S. A.
Senior Researcher: 1995-1996, KIST
Research Staff : 1994-1995, University of California, Riverside, U. S. A.
Journal Articles
(2023)
Real-Time Deep Recognition of Standardized Liver Ultrasound Scan Locations.
SENSORS.
23,
4850
(2023)
Boost-Up Efficiency of Defective Solar Panel Detection With Pre-Trained Attention Recycling.
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS.
59,
3
(2022)
Exploiting an Intermediate Latent Space between Photo and Sketch for Face Photo-Sketch Recognition.
SENSORS.
22,
19
(2022)
Cross Modal Facial Image Synthesis Using a Collaborative Bidirectional Style Transfer Network.
IEEE ACCESS.
10,
1
(2022)
Face Photo-Sketch Recognition Using Bidirectional Collaborative Synthesis Network.
IMCOM.
1,
1
(2020)
Image-to-image translation based face de-occlusion.
SPIE Proceedings.
11519,
1
(2020)
Effective Removal of User-Selected Foreground Object From Facial Images Using a Novel GAN-Based Network.
IEEE ACCESS.
8,
(2020)
훈련영상의 얼굴속성 별 분리학습을 통한 모자이크 얼굴영역의 복원.
전자공학회논문지.
57,
5
(2020)
A Novel GAN-Based Network for Unmasking of Masked Face.
IEEE ACCESS.
8,
(2019)
Interactive Removal of Microphone Object in Facial Images.
ELECTRONICS.
8,
10
(2019)
Efficient Generation of Multiple Sketch Styles Using a Single Network.
IEEE ACCESS.
7,
-
(2019)
Image unmosaicing without location information using stacked GAN.
IET COMPUTER VISION.
13,
6
(2018)
Food Intake Detection and Classification Using a Necklace-Type Piezoelectric Wearable Sensor System.
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS.
E101D,
11
(2016)
An Efficient Bayesian Approach to Exploit the Context of Object-Action Interaction for Object Recognition.
SENSORS.
16,
7
(2015)
물체-행동 컨텍스트를 이용하는 확률 그래프 기반 물체범주 인식.
한국통신학회논문지.
40,
11
(2015)
Structural and Functional Brain Connectivity of People with Obesity and Prediction of Body Mass Index Using Connectivity.
PLOS ONE.
10,
11
(2012)
Metal Area Segmentation in X-ray CT Images Using the RNA (Relevant Neighbor Area) Principle.
멀티미디어학회논문지.
15,
12
(2012)
Nose Tip Detection from 3D Facial Mesh Data Using a Rotationally Invariant Local Shape Descriptor.
Proceedings - 2012 5th IAPR International Conference on Biometrics.
1,
1
(2012)
Projection image inpainting in X-ray CT using Relevant Neighbor Area (RNA) and Intersection of Confidence Intervals (ICI).
2012 International Conference on Biomedical Engineering, ICoBE 2012.
Patent/Intellectual Property
사이노그램 복원 장치 및 방법(SINOGRAM INPAINTING APPARATUS AND METHOD).
2009-0097329.
20110909.
KOREA, REPUBLIC OF
Honors / Awards
Awardee of the 100 hundred talents program, Shanxi province, China, 2013
Best paper award, "Metal Area Segmentation in X-ray CT Images", MITA, 2012
Best paper award, "Depth Edge Based Hand Gesture Recognition Using Curvature Scale Space", KIPS, 2007
Best paper award, "Robust Face Recognition Using Part-based Localized Basis Images", BERC Biometrics Workshop, 2006
Conference Paper
(2024)
Enhancing Defective Solar Panel Detection with Attention-guided Statistical Features using Pre-trained Neural Networks.
2024 IEEE International Conference on Big Data and Smart Computing (BigComp).
THAILAND
(2023)
Exploiting Monocular Depth Estimation for Style Harmonization in Landscape Painting.
6th IEEE International Conference on Knowledge Innovation and Invention.
JAPAN
(2023)
Unsupervised Image-to-Image Translation Based on Bidirectional Style Transfer.
6th IEEE International Conference on Knowledge Innovation and Invention.
JAPAN
(2023)
Recycling for Recycling: RoI Cropping by Recycling a Pre-trained Attention Mechanism for Accurate Classification of Recyclables.
IEEE Smart Information Systems and Technologies.
KAZAKHSTAN
(2022)
StyleGAN 기반 양방향 영상 합성 네트워크를 이용한 얼굴 포토-스케치 매칭.
제 34 회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2022)
객체 영역의 크기에 영향을 받지 않는 GAN 기반의 객체 변환 합성 네트워크.
제34회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2021)
딥러닝 기반의 객체 변환 합성 시스템.
대한전자공학회 2021년도 추계학술대회.
KOREA, REPUBLIC OF
(2021)
A GAN-based bidirectional network for face photo-sketch synthesis using an intermediate modality.
제33회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2021)
어텐션 메커니즘 기반 얼굴 포토-스케치 매칭.
제33회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2021)
중간 도메인 학습을 통한 얼굴 포토-스케치 매칭.
제33회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2019)
UMGAN: Generative adversarial network for image unmosaicing using perceptual loss.
The 16th International Conference on Macine Vision Applications.
JAPAN
(2019)
Deep neural network for face unmosaicin.
제31회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2019)
단일 네트워크를 사용한 효율적인 다중 스케치 스타일 생성.
제31회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2018)
Research on Low-Resolution Pedestrian Detection Algorithms based on R-CNN with Targeted Pooling and Proposal.
The 8th international conference on image processing theory, tools and applications.
CHINA
(2018)
이종 영상 도메인을 학습하는 GAN 모델 비교.
제30회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2017)
Recursive estimation of temporal noise for image sensors.
International Conference on Electronics, Information, and Communication.
THAILAND
(2016)
DEPTH FILTERING USING PARAMETERIZED STRUCTURED LIGHT
IMAGING.
The international Conference on Sensing and Imaging.
CHINA
(2016)
Efficiently Exploiting the Context of Object-Action Context for Object Recognition.
ACM IMCOM.
VIET NAM
(2015)
Face Photo-Sketch Recognition Based on Joint Dictionary Learning.
IAPR International Conference on Machine Vision Applications.
JAPAN
(2015)
물체-행동 컨텍스트를 이용하는 확률 그래프 기반 물체 범주 인식.
영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
