Publications

International Journal


2024

Fast Video Anomaly Detection via Context-aware Shortcut Exploration and Abnormal Feature Distance Learning
Pattern Recognition, Aug. 2024

Multitask Learning Strategy with Pseudo-Labeling: Face Recognition, Facial Landmark Detection, and Head Pose Estimation
Sensors, May. 2024

Multi-Granularity Aggregation with Spatiotemporal Consistency for Video-Based Person Re-Identification
Sensors, Mar. 2024

Multi-scale Structural Graph Convolutional Network for Skeleton-based Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology, Mar. 2024

A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network
International Journal of Computer Vision, Jan. 2024


2023

MKConv: Multidimensional feature representation for point cloud analysis
Pattern Recognition, Nov. 2023


2022

SSAT: Self-Supervised Associating Network for Multi-Object Tracking
IEEE Transactions on Circuits and Systems for Video Technology, Jun. 2022

Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features
Pattern Recognition, Apr. 2022

Geometry-Aware Deep Video Deblurring via Recurrent Feature Refinement
Taeoh Kim, Sangyoun Lee
IEEE Transactions on Image Processing, Jan. 2022


2021

SAM-Net: LiDAR Depth Inpainting for 3D Static Map Generation
IEEE Transactions on Intelligent Transportation Systems, Dec. 2021

Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks
IEEE Transactions on Image Processing, Dec. 2021

LiDAR Depth Completion Using Color-Embedded Information via Knowledge Distillation
IEEE Transactions on Intelligent Transportation Systems, Dec. 2021

Deep-Learning-Based Stress Recognition with Spatial-Temporal Facial Information
Sensors, Nov. 2021

An efficient approach using knowledge distillation methods to stabilize performance in a lightweight top-down posture estimation network
Sensors, Nov. 2021

Block-Attentive Subpixel Prediction Networks for Computationally Efficient Image Restoration
IEEE Access, Jun. 2021

AIBM: Accurate and Instant Background Modeling for Moving Object Detection
IEEE Transactions on Intelligent Transportation Systems, Jun. 2021

Dog Nose-print Identification Using Deep Neural Networks
IEEE Access, May. 2021

3D Mesh Transformation Preprocessing System in the Real Space for Augmented Reality Services
Young-Suk Yoon, Sangwon Hwang, Dogyoon Lee, Sangyoun Lee, Jae-Won Suh, Sung-Uk Jung
ICT Express, Feb. 2021


2020

Relational Deep Feature Learning for Heterogeneous Face Recognition
MyeongAh Cho, Taeoh Kim, Ig-Jae Kim, Kyungjae Lee, and Sangyoun Lee
IEEE Transactions on Information Forensics and Security, Jul. 2020

Protuberance of depth: Detecting interest points from a depth image
Yuseok Ban, and Sangyoun Lee
Computer Vision and Image Understanding, May. 2020

Non-Visual to Visual Translation for Cross-Domain Face Recognition
IEEE Access, Mar. 2020


2019

Sampling Operator to Learn the Scalable Correlation Filter for Visual Tracking
IEEE Access, Jan. 2019


2018

CarvingNet: Content-Guided Seam Carving using Deep Convolution Neural Network
IEEE Access, Dec. 2018

AHD: Thermal-Image Based Adaptive Hand Detection for Enhanced Tracking System
IEEE Access, Mar. 2018

L-Tree: A Local-Area-Learning-Based Tree Induction Algorithm for Image Classification
Sensors, Jan. 2018 [top]


2017

Brightness-Based Convolutional Neural Network for Thermal Image Enhancement
Kyungjae Lee, Junhyeop Lee, Joosung Lee, Sangwon Hwang, and Sangyoun Lee
IEEE Access, Nov. 2017

SSIM-based Distortion Metric for Film Grain Noise in HEVC
Seongwan Kim, Daehyun Pak, and Sangyoun Lee
Signal Image and Video Processing, Oct. 2017

Inversion of Spread-Direction and Alternate Neighborhood System for Cellular Automata-Based Image Segmentation Framework
Kyungjae Lee, Yuseok Ban, and Sangyoun Lee
Sensors, Jul. 2017

Efficient Depth Enhancement Using a Combination of Color and Depth Information
Journal of International Society for Simulation Surgery, Jun. 2017

Tracking and Classification of In-Air Hand Gesture Based on Thermal Guided Joint Filter
Seongwan Kim, Yuseok Ban and Sangyoun Lee
Sensors, Jan. 2017

An Adaptive Local Binary Pattern for 3D Hand Tracking
Joongrock Kim, Sunjin Yu, Dongchul Kim, Kar-Ann Toh, and Sangyoun Lee
Pattern Recognition, Jan. 2017 [top]


2015

Fast PU Skip and Split Termination Algorithm for HEVC Intra Prediction
Kyungmin Lim, Jaeho Lee, Seongwan Kim, and Sangyoun Lee
IEEE Transactions on Circuits and Systems for Video Technology, Aug. 2015

Perception-based 3D Tactile Rendering from a Single Image for Human Skin Examinations by Dynamic Touch
Kwangtaek Kim, and Sangyoun Lee
Skin Research and Technology, May. 2015

A Fast CU Size Decision Algorithm for HEVC
Jaeho Lee, Seongwan Kim, Kyungmin Lim, and Sangyoun Lee
IEEE Transactions on Circuits and Systems for Video Technology, Mar. 2015

Face Liveness Detection Using Defocus
Sooyeon Kim, Yuseok Ban, and Sangyoun Lee
Sensors, Jan. 2015

Depth Camera-Based 3D Hand Gesture Controls with Immersive Tactile Feedback for Natural Mid-Air Gesture Interactions
Kwangtaek Kim, Joongrock Kim, Jaesung Choi, Junghyun Kim, and Sangyoun Lee
Sensors, Jan. 2015 [top]


2014

Face Liveness Detection Using a Light Field Camera
Sooyeon Kim, Yuseok Ban, and Sangyoun Lee
Sensors, Nov. 2014

Stereo Camera Based Virtual Cane System with Identifiable Distance Tactile Feedback for the Blind
Donghun Kim, Kwangtaek Kim, and Sangyoun Lee
Sensors, Jun. 2014

Face Detection based on Skin Color Likelihood
Yuseok Ban, Sang-Ki Kim, Sooyeon Kim, Kar-Ann Toh, and Sangyoun Lee
Pattern Recognition, Apr. 2014

Random-Profiles-Based 3D Face Recognition System
Joongrock Kim, Sunjin Yu, and Sangyoun Lee
Sensors, Mar. 2014 [top]


2013

3D Multi-Spectrum Sensor System with Face Recognition
Joongrock Kim, Sunjin Yu, Ig-Jae Kim, and Sangyoun Lee
Sensors, Sep. 2013

Fast Intermode Decision Algorithm based on General and Local Residual Complexity in H.264/AVC
Jaeho Lee, Seongwan Kim, Kyungmin Lim, and Sangyoun Lee
EURASIP Journal on Image and Video Processing, May. 2013 [top]


2012

Thermal 3D Modeling System based on 3-view Geometry
Sunjin Yu, Joongrock Kim, and Sangyoun Lee
Optics Communications, Nov. 2012

3D Face Modeling Using the Multi-Deformable Method
Jinkyu Hwang, Sunjin Yu, Joongrock Kim, and Sangyoun Lee
Sensors, Sep. 2012

Fast Block Size and Mode Decision Algorithm for Intra Prediction in H.264/AVC
Kyungmin Lim, Seongwan Kim, Jaeho Lee, Daehyun Pak, and Sangyoun Lee
IEEE Transactions on Consumer Electronics, May. 2012

3D Hand Tracking using Kalman Filter in Depth Space
Sangheon Park, Sunjin Yu, Joongrock Kim, Sungjin Kim, and Sangyoun Lee
EURASIP Journal on Advances in Signal Processing, Feb. 2012 [top]


2010

Support Vector Machine–based Facial-Expression Recognition Method Combining Shape and Appearance
Eun Jung Han, Byung Jun Kang, Kang Ryoung Park, and Sangyoun Lee
Optical Engineering, Nov. 2010

SVM-based Feature Extraction for Face Recognition
Sang-Ki Kim, Younjung Park, Kar-Ann Toh, Sangyoun Lee
Pattern Recognition, Aug. 2010

Fast Inter Mode Decision Using Motion Vector-based Moving Window (MVMW)
Jaeho Lee, Seongwan Kim, Sangyoun Lee
IEEE Transactions on Consumer Electronics, Aug. 2010 [top]


~2009

Two-fold Regularization for Kernel Fisher Discriminant Analysis in Face Recognition
Sang-Ki Kim, Kar-Ann Toh, Sangyoun Lee
IEICE Electronics Express, May. 2009

Iterative three-dimensional head pose estimation using a face normal vector
Sunjin Yu, Joongrock Kim, and Sangyoun Lee
Optical Engineering, Mar. 2009

Maximizing Area Under ROC Curve for Biometric Scores Fusion
Kar-Ann Toh, Jaihie Kim, and Sangyoun Lee
Pattern Recognition, Nov. 2008

Stereo Image Rectification based on Polar Transformation
Yunseok Lee, Kar-Ann Toh, and Sangyoun Lee
Optical Engineering, Aug. 2008

Cancellable Biometrics and Annotations on BioHash
Andrew B. J. Teoh, Yip Wai Kuan and Sangyoun Lee
Pattern Recognition, Jun. 2008

Fusion of Visual and Infra-red Face Scores by Weighted Power Series
Kar-Ann Toh, Youngsung Kim, Sangyoun Lee, and Jaihie Kim
Pattern Recognition Letters, Apr. 2008

Biometric Scores Fusion Based on Total Error Rate Minimization
Kar-Ann Toh, Jaihie Kim, and Sangyoun Lee
Pattern Recognition, Feb. 2008

Face Recognition Incorporating Ancillary Information
Sang-Ki Kim, Kar-Ann Toh, Sangyoun Lee
EURASIP Journal on Advances in Signal Processing, Jan. 2008

Fingerprint Image Mosaicking by Recursive Ridge Mapping
Kyoungtaek Choi, Heeseung Choi, Sangyoun Lee, Jaihie Kim
IEEE Transactions on Systems, Man and Cybernetics, Part B, Oct. 2007

Alignment-Free Cancelable Fingerprint Templates Based on Local Minutiae Information
Chulhan Lee, Jeung-Yoon Choi, Kar-Ann Toh, Sangyoun Lee
IEEE Transactions on Systems, Man and Cybernetics, Part B, Aug. 2007

Face Recognition using Facial Shape Indices with Two Different Three-Dimensional Sensors
Hwanjong Song, Hyoungchul Shin, Sangyoun Lee, Kwanghoon Sohn
Optical Engineering, Jun. 2007

Automatic Pose-normalized 3D Face Modeling and Recognition Systems
Sunjin Yu, Kwontaeg Choi, Sangyoun Lee
Advances in Image and Video Technology, Dec. 2006

Robust Design of Face Recognition Systems
Sunjin Yu, Hyobin Lee, Jaihie Kim, and Sangyoun Lee
Computational Science and Its Applications, May. 2006

Robust 3D Face Data Acquisition Using a Sequential Color-Coded Pattern and Stereo Camera System
Ildo Kim, Sangki Kim, Sunjin Yu, and Sangyoun Lee
Computational Science and Its Applications, May. 2006

3D Face Recognition Based on Facial Shape Indexes with Dynamic Programming
Hwanjong Song, Ukil Yang, Sangyoun Lee, and Kwanghoon Sohn
Advances in Biometrics, Jan. 2006

Rapid 3D Face Data Acquisition Using a Color Coded Pattern and a Stereo Camera System
Byoungwoo Kim, Sunjin Yu, Sangyoun Lee, and Jaihie Kim
Advances in Biometrics, Jan. 2006

Invertible Watermarking Algorithm with Detecting Locations of Malicious Manipulation for Biometric Image Authentication
Jaehyuck Lim, Hyobin Lee, Sangyoun Lee and Jaihie Kim
Advances in Biometrics, Jan. 2006

Three Dimensional Sensor based Face Recognition
Hwanjong Song, Sangyoun Lee, Jaihie kim, and Kwanghoon Sohn
Applied Optics, Jan. 2005

Face recognition using the second-order mixture-of-eigenfaces method
Hyun-Chul Kim, Daijin Kim, Sung-Yang Bang, and Sangyoun Lee
Pattern Recognition, Feb. 2004

Face Recognition Using the Embedded HMM with 2nd-order Block-Specific Observations
Min-Sub Kim, Daijin Kim, and Sangyoun Lee
Pattern Recognition, Nov. 2003

Robust Face-Tracking Using Skin Color and Facial Shape
Hyung-Soo Lee, Daijin Kim, and Sangyoun Lee
Audio- and Video-based Biometric Person Authentication, Jun. 2003

Posed Face Image Synthesis Using Nonlinear Manifold Learning
Eunok Cho, Daijin Kim, and Sangyoun Lee
Audio- and Video-based Biometric Person Authentication, Jun. 2003

High Quality VoD Service Architecture on Broadband Internet
Computational Science and Its Applications, May. 2003

Face Retrieval Using 1st- and 2nd-order PCA Mixture Model
Sangyoun Lee Hyun-Chul Kim, Daijin Kim, and YoungSik Choi
Computational Science and Its Applications, May. 2003

Scalable Keyframe Extraction Using One-Class Support Vector Machine
YoungSik Choi, and Sangyoun Lee
Computational Science, Jan. 2003

Hybrid Networked Cryptographic Devices in Practice
Taekyoung Kwon, Sangyoun Lee, Youngsik Choi, and Hae-kwang Kim
IEICE Transactions on Communications, Sep. 2002

An Accurate COG Defuzzfier Design using Lamarckian Co-adaptation of Learning and Evolution
Daijin Kim, YoungSik Choi, and Sangyoun Lee
Fuzzy Sets and Systems, Sep. 2002

Shape-Sequence based Key Image Generation Algorithm for Browsing and Retrieval of Video Clips
Sangyoun Lee, YoungSik Choi, Wooyoung Lim, Hae-Kwang Kim, and Taekyoung Kwon
Electronics Letters, Aug. 2002

Hierarchical Shot Clustering for Video Summarization
YoungSik Choi, Sun Jeong Kim, and Sangyoun Lee
Computational Science, Apr. 2002

Parameter Optimization of Robust Low Bit-rate Video Coders
Sangyoun Lee, and Vijay K. Madisetti
IEEE Transactions on Circuits and Systems for Video Technology, Sep. 1999 [top]