Projects
Development of Real·Virtual Environmental Analysis Based Adaptive Interaction Technology
Electronics and Telecommunications Research Institute (ETRI) grant funded by ICT RD program of MSIT/IITP (2021.09 - 2024.12)
AI-based Motion Analysis for National Archery Team Performance Improvement - Integrated Data Analytics Platform
Korea Sports Promotion Foundation (KSPO) (2023.02 - 2024.12)
Digital New Software·AI Camp, Yong In University SW·AI DoDream
Korea Foundation for the Advancement of Science and Creativity (KOFAC) (2022.12 - 2023.04)
Deep Learning-Based Human-Object Interaction on Mobile Device
National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2020.09 - 2023.02)
Method for Human-Object Interaction (HOI) Detection
Yong In University (2020.06 - 2022.05)
Introduction of AI Education and Establishment Plan of AI Research Institute
Yong In University (2020)
Before 2020 (Representative)
On-Device AI; Bixby Vision, AI Camera @ Visual S/W R&D Group, Samsung Electronics (2018 - 2020)
Deep Learning-Based Smart-Car Multi-Sensor Fusion for AR/VR Contents @ MVPL
Institute for Information & communications Technology Promotion (IITP) (2016 - 2018)
Scene Understanding for the Visually Impaired @ MVPL
Electronics and Telecommunications Research Institute (ETRI) (2014 - 2017)
Stereo Vision for an Autonomous Vehicle @ MVPL
Hyundai Motor Company (2012 - 2016)
Depth Image-Based Rendering @ MVPL
LG Electronics (2011 - 2013)
Publications
Light Awareness Network for Shadow Detection
Y Kim, J Hong, H Heo, H Yang, S Kim, and K Lee
International Conference of Next Generation Convergence Technology (ICNGCT), Aug. 2023
LH-FAS: Lightweight Head Pose-based Face Anti-Spoofing
H Heo, H Yang, J Hong, S Kim, Y Kim, H Kim, and K Lee
International Conference of Next Generation Convergence Technology (ICNGCT), Aug. 2023
Exploring the Potential of UPerNet-Based Multi-task Learning
S Kim, H Heo, J Hong, H Yang, Y Kim, and K Lee
International Conference of Next Generation Convergence Technology (ICNGCT), Aug. 2023
MA Cho, M kim, S Hwang, C Park, K Lee, and S Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2023
Frame-to-Frame Visual Odometry Estimation Network With Error Relaxation Method
S Hwang, MA Cho, Y Ban, and K Lee
IEEE Access, Oct. 2022
Benchmarking Deep Learning Models for Instance Segmentation
S Jung, H Heo, S Park, S Jung, and K Lee
Applied Sciences, Sep. 2022
LiDAR Depth Completion Using Color-Embedded Information via Knowledge Distillation
S Hwang, J Lee, W Kim, S Woo, K Lee, and S Lee
IEEE Transactions on Intelligent Transportation Systems (T-ITS), Sep. 2022
Vehicle Detecting Method and System
Hyundai Motor Company, Kia Motors Corporation, and Yonsei University
Patent Registered, Germany, 2022 (Vehicle Detection Method and Vehicle Detection System)
Patent Registered, China, 2019 (Vehicle Checking Method and System)
Patent Registered, United States, 2016 (Vehicle Detecting Method and System)
Patent Registered, Korea, 2015 (Method of Tracking Vehicle)
A Screen of Slide Detection Method Using Deep Learning-Based Segmentation and Hough Transform
J Hong*, S Jung*, Y Lee, H Heo, H Yang, H Kim, and K Lee (* equally contributed)
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2022
A Method for Converting an Image of a GO Game Record to Training Data
H Yang*, H Heo*, S Jung, Y Lee, J Hong, Y Lee, and K Lee (* equally contributed)
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2022
Electronic Device, User Terminal, and Method for Running Scalable Deep Learning Network
Samsung Electronics
Patent Application, United States, 2022
Patent Application, PCT(WO), 2020
Patent Application, Korea, 2019 (Electronic Device, User Terminal and Method for Driving a Scalable Deep Learning Network)
컨텐츠에 관한 추천 정보를 생성하기 위한 장치 및 방법
Yong In University and Chungbuk National University
Patent Application, Korea, 2021
Method for Processing Image Based on Scene Recognition of Image and Electronic Device Therefor
Samsung Electronics
Patent Registered, United States, 2021
Patent Application, PCT(WO), 2019
Patent Application, Korea, 2018
Multi-Scale Ensemble Learning for Thermal Image Enhancement
Y Ban and K Lee
Applied Sciences, Mar. 2021
How the Multiplicity of Suggested Information Affects the Behavior of a User in a Recommender System
Y Ban and K Lee
Electronics, Mar. 2021
Re-Enrichment Learning: Metadata Saliency for the Evolutive Personalization of a Recommender System
Y Ban and K Lee
Applied Sciences, Fed. 2021
Relational Deep Feature Learning for Heterogeneous Face Recognition
M Cho, T Kim, I Kim, K Lee, and S Lee
IEEE Transactions on Information Forensics and Security (T-IFS), Jan. 2021
AD-VO: Scale-resilient visual odometry using attentive disparity map
J Lee, S Hwang, K Lee, W Kim, J Lee, and S Lee
arXiv preprint, 2020
Electronic Device and Method for Providing Service Corresponding to Selection of Object in Image
Samsung Electronics
Patent Application, United States, 2019
Patent Application, PCT(WO), 2019
Patent Application, Korea, 2019
Brightness-Based Convolutional Neural Network for Thermal Image Enhancement
K Lee, J Lee, J Lee, S Hwang, and S Lee
IEEE Access, 2017.
Apparatus And Method for Detecting Moving Object
Yonsei University
Patent Registered, Korea, 2019
Patent Application, PCT(WO), 2017 (Apparatus And Method for Detecting Dynamic Object)
Efficient Depth Enhancement Using a Combination of Color and Depth Information
K Lee, Y Ban, and S Lee
Sensors, 2017
Vehicle and Method for Detecting Obstacle
Hyundai Motor Company, Kia Motors Corporation, and Yonsei University
Patent Application, Korea, 2016
Road Surface Estimation Using a Piecewise Linear Function in v-Disparity
K Lee, J Kim, and S Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2016
Compressed Video Noise Sensitivity Analysis for Blocking Artifact Reduction
C Park, T Kim, H Son, K Lee, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2018
A Study on The Lane Detection Robust to Road Markers Systems
박성주, 이경재, 이준협, 정태영, 이상윤
한국통신학회 학술대회논문집, 2017
Robust Face Recognition via Sparse Representation through Overlapping-Patch and Sparsity Concentration Index
S Hwang, H Bae, K Lee, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2017
Side Obstacle Detection using Dynamic Programming based on Stereo Vision
T Chung, K Lee, J Kim and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2017
Hierarchical Feature Augmentation for Detecting Keypoints in a Range Image
Y Ban, K Lee, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2017
Inversion of Spread-Direction and Alternate Neighborhood System for Cellular Automata-Based Image Segmentation Framework
K Lee, J Lee, S Hwang, and S Lee
Journal of International Society for Simulation Surgery, 2017
Method For Real-Time Odometry Estimation Using Mono Camera and IMU Sensor
Yonsei University
Patent Application, Korea, 2017
Precise Ego-Motion Estimating Deep Network Through Rearrangement of Image Sequences Which Can Also Allow the Prediction of an Automobile Driving in Reverse
Yonsei University
Patent Application, Korea, 2017
Method of Generating 3d-Background Map Except Dynamic Obstacles Using Deep Learning
Yonsei University
Patent Application, Korea, 2016
Cascade Feature Selection and Projection for Rapid Human Face Recognition
M Lee, Y Ban, K Lee, J Choi, C Park, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2016
Body Pose Estimation Using Context-Based Bag-Of-Features
Y Ban, M Lee, J Choi, K Lee, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2016
Photometric Stereo with Relit Images from a Single Frontal Face Image
J Lee, K Lee, and S Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2016
3D Alignment of Face in a Single Image
E Song, K Lee, and S Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2016
Generation of Neighborhood Euclidean Distance Maps for Rapid GrowCut
K Lee, E Song, T Jeon, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2015
Human Height Estimation Algorithm Using the Single RGB Camera
전태재, 김재성, 이경재, 배한별, 이상윤
대한전자공학회 학술대회, 2014
Pedestrian Distance Estimation Using a Single Camera Image
전태재, 황진규, 임경민, 송응열, 김재성, 이경재, 이상윤
대한전자공학회 학술대회, 2014
Enhancement of Depth Image Using Color Segmentation Method
K Lee, J Hwang, J Kim, E Song, J Oh, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2014
Head Pose Estimation Using Depth Information
최인영, 황진규, 김재성, 이경재, 이상윤
대한전자공학회 학술대회, 2013
A Novel Hole Filling Method Using Image Segmentation-Based Image In-Painting
J Hwang, K Lee, J Kim, and S Lee
IEEE International Conference on Consumer Electronics (ICCE), 2013
Non-linear Rate-Distortion Optimization Model for HEVC
S Kim, K Lee, and S Lee
International Conference on Electronics, Information and Communication (ICEIC), 2013
Apparatus For Redeeming Noise of Depth Image and Method Thereof
Yonsei University
Patent Application, Korea, 2013
Automatic Human Object Segmentation and Depth Map Estimation Using Depth Map
이경재, 황진규, 반유석, 오지훈, 이상윤
대한전자공학회 학술대회, 2012