Constrained ICA Based Ballistocardiogram and Electro-Oculogram Artifacts Removal from Visual Evoked Potential EEG Signals Measured Inside MRI. - Tahir Rasheed; Myung Ho In; Young-Koo Lee; Sungyoung Lee 001; Soo Yeol Lee; Tae-Seong Kim 001 (ICONIP (1), 2006)

Bayesian Inference for 2D Gel Electrophoresis Image Analysis. - Ji Won Yoon; Simon J. Godsill; ChulHun Kang; Tae-Seong Kim 001 (BIRD, 2007)

Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis. - Bilal Ahmed; Tahir Rasheed; Mohammad A. U. Khan; Seong Jin Cho; Sungyoung Lee 001; Tae-Seong Kim 001 (ICANNGA (2), 2007)

Facial Image Retrieval through Compound Queries Using Constrained Independent Component Analysis. - Bilal Ahmed; Tahir Rasheed; Young-Koo Lee; Sungyoung Lee 001; Tae-Seong Kim 001 (ICTAI (1), 2007)

Vessel Enhancement in Angiography Images using Decimation-Free Directional Filter Bank. - Phan Tran Ho Truc; Mohammad A. U. Khan; Sungyoung Lee 001; Tae-Seong Kim 001 (IPCV, 2007)

Rib suppression in frontal chest radiographs: A blind source separation approach. - Tahir Rasheed; Bilal Ahmed; Mohammad A. U. Khan; Maamar Bettayeb; Sungyoung Lee 001; Tae-Seong Kim 001 (ISSPA, 2007)

Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model. - Md. Zia Uddin; J. J. Lee; Tae-Seong Kim 001 (IEA/AIE, 2008)

Forearm Motion Tracking with Estimating Joint Angles from Inertial Sensor Signals. - Ji-Hwan Kim; Nguyen Duc Thang; Hyun Sang Suh; Tahir Rasheed; Tae-Seong Kim 001 (BMEI, 2009)

Vessel enhancement filter using directional filter bank. - Phan Tran Ho Truc; Md. A. U. Khan; Young-Koo Lee; Sungyoung Lee 001; Tae-Seong Kim 001 (Comput. Vis. Image Underst., 2009)

An enhanced independent component-based human facial expression recognition from video. - Md. Zia Uddin; J. J. Lee; Tae-Seong Kim 001 (IEEE Trans. Consumer Electron., 2009)

Human Activity Recognition via 3-D joint angle features and Hidden Markov models. - Md. Zia Uddin; Nguyen Duc Thang; Tae-Seong Kim 001 (ICIP, 2010)

Independent shape component-based human activity recognition via Hidden Markov Model. - Md. Zia Uddin; J. J. Lee; Tae-Seong Kim 001 (Appl. Intell., 2010)

A Study on the Feasibility of Active Contours on Automatic CT Bone Segmentation. - Phan Tran Ho Truc; Tae-Seong Kim 001; Sungyoung Lee 001; Young-Koo Lee (J. Digit. Imaging, 2010)

Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly. - Adil Mehmood Khan; Young-Koo Lee; Sungyoung Lee 001; Tae-Seong Kim 001 (Medical Biol. Eng. Comput., 2010)

A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer. - Adil Mehmood Khan; Young-Koo Lee; Sungyoung Lee 001; Tae-Seong Kim 001 (IEEE Trans. Inf. Technol. Biomed., 2010)

A Spanning Tree-Based Human Activity Prediction System Using Life Logs from Depth Silhouette-Based Human Activity Recognition. - Md. Zia Uddin; Kyung Min Byun; Min Hyoung Cho; Soo Yeol Lee; Gon Khang; Tae-Seong Kim 001 (CAIP (1), 2011)

Daily Human Activity Recognition Using Depth Silhouettes and R mathcal{R} Transformation for Smart Home. - Ahmad Jalal; Md. Zia Uddin; Jeong Tai Kim; Tae-Seong Kim 001 (ICOST, 2011)

Estimation of 3-D human body posture via co-registration of 3-D human model and sequential stereo information. - Nguyen Duc Thang; Tae-Seong Kim 001; Young-Koo Lee; Sungyoung Lee 001 (Appl. Intell., 2011)

Homogeneity- and density distance-driven active contours for medical image segmentation. - Phan Tran Ho Truc; Tae-Seong Kim 001; Sungyoung Lee 001; Young-Koo Lee (Comput. Biol. Medicine, 2011)

Content-based facial image retrieval using constrained independent component analysis. - Nguyen Duc Thang; Tahir Rasheed; Young-Koo Lee; Sungyoung Lee 001; Tae-Seong Kim 001 (Inf. Sci., 2011)

A single tri-axial accelerometer-based real-time personal life log system capable of human activity recognition and exercise information generation. - Myong-Woo Lee; Adil Mehmood Khan; Tae-Seong Kim 001 (Pers. Ubiquitous Comput., 2011)

Investigation of the electric field components of tDCS via anisotropically conductive gyri-specific finite element head models. - Mohamed K. Metwally; Young Sun Cho; Hae-Jeong Park; Tae-Seong Kim 001 (EMBC, 2012)

Human Activity Recognition via the Features of Labeled Depth Body Parts. - Ahmad Jalal; Sungyoung Lee 001; Jeong Tai Kim; Tae-Seong Kim 001 (ICOST, 2012)

Robust extraction of P300 using constrained ICA for BCI applications. - Ozair Idris Khan; Faisal Farooq; Faraz Akram; Mun-Taek Choi; Seung Moo Han; Tae-Seong Kim 001 (Medical Biol. Eng. Comput., 2012)

Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity. - Won Hee Lee; Zhi-De Deng; Tae-Seong Kim 001; Andrew F. Laine; Sarah H. Lisanby; Angel V. Peterchev (NeuroImage, 2012)

Depth video-based human activity recognition system using translation and scaling invariant features for life logging at smart home. - Ahmad Jalal; Md. Zia Uddin; Tae-Seong Kim 001 (IEEE Trans. Consumer Electron., 2012)

A novel P300-based BCI system for words typing. - Faraz Akram; Mohamed K. Metwally; Hee-Sok Han; Hyun Jae Jeon; Tae-Seong Kim 001 (BCI, 2013)

An efficient words typing P300-BCI system using a modified T9 interface and random forest classifier. - Faraz Akram; Hee-Sok Han; Hyun Jae Jeon; Kyungmo Park; Seung-Hun Park; Jinsung Cho; Tae-Seong Kim 001 (EMBC, 2013)

Influence of the anisotropic mechanical properties of the skull in low-intensity focused ultrasound towards neuromodulation of the brain. - Mohamed K. Metwally; Hee-Sok Han; Hyun Jae Jeon; Gon Khang; Tae-Seong Kim 001 (EMBC, 2013)

Principal direction analysis-based real-time 3D human pose reconstruction from a single depth image. - Dong-Luong Dinh; Hee-Sok Han; Hyun Jae Jeon; Sungyoung Lee 001; Tae-Seong Kim 001 (SoICT, 2013)

A prediction algorithm for coexistence problem in multiple WBANs environment. - Yoonjeong Han; Zilong Jin; Jinsung Cho; Tae-Seong Kim 001 (ICUIMC, 2014)

Real-time 3D human pose recovery from a single depth image using principal direction analysis. - Dong-Luong Dinh; Myeong-Jun Lim; Nguyen Duc Thang; Sungyoung Lee 001; Tae-Seong Kim 001 (Appl. Intell., 2014)

A P300-based brain computer interface system for words typing. - Faraz Akram; Hee-Sok Han; Tae-Seong Kim 001 (Comput. Biol. Medicine, 2014)

Unsupervised 3D human pose recognition from a single depth human silhouette using a geodesic map and kinematic body model. - Hyun Jae Jeon; Sang Beom Nam; Sung Un Park; Jun Hyuk Park; ChangKyoo Yoo; Jeong Tai Kim; Tae-Seong Kim 001 (IMCOM, 2015)

An efficient word typing P300-BCI system using a modified T9 interface and random forest classifier. - Faraz Akram; Seung Moo Han; Tae-Seong Kim 001 (Comput. Biol. Medicine, 2015)

A human activity recognition system using hmms with gda on enhanced independent component features. - Md. Zia Uddin; Deok-Hwan Kim; Tae-Seong Kim 001 (Int. Arab J. Inf. Technol., 2015)

The effect of tissue anisotropy on the radial and tangential components of the electric field in transcranial direct current stimulation. - Mohamed K. Metwally; Seung Moo Han; Tae-Seong Kim 001 (Medical Biol. Eng. Comput., 2015)

3-D body joint-specific HMM-based approach for human activity recognition from stereo posture image sequence. - Md. Zia Uddin; Tae-Seong Kim 001 (Multim. Tools Appl., 2015)

A Depth Camera-based Human Activity Recognition via Deep Learning Recurrent Neural Network for Health and Social Care Services. - S. U. Park; J. H. Park; Mohammed A. Al-Masni; Mugahed A. Al-antari; Md. Zia Uddin; Tae-Seong Kim 001 (CENTERIS/ProjMAN/HCist, 2016)

Hand number gesture recognition using recognized hand parts in depth images. - Dong-Luong Dinh; Sungyoung Lee 001; Tae-Seong Kim 001 (Multim. Tools Appl., 2016)

Non-local means filter denoising for DEXA images. - Mugahed A. Al-antari; Mohammed A. Al-masni; Mohamed K. Metwally; Dildar Hussain; Edwin Valarezo; Patricio Rivera; Geon Gi; Jeong-min Park; Tae-Yeon Kim; Se-Je Park; Jeong-Sik Shin; Seung-Moo Han; et al. (EMBC, 2017)

Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network. - Mohammed A. Al-masni; Mugahed A. Al-antari; Jeong-min Park; Geon Gi; Tae-Yeon Kim; Patricio Rivera; Edwin Valarezo; Seung-Moo Han; Tae-Seong Kim 001 (EMBC, 2017)

Wearable Internet of Things - from human activity tracking to clinical integration. - Poonam Kumari; Miguel López-Benítez; Gyu Myoung Lee; Tae-Seong Kim 001; Atul S. Minhas (EMBC, 2017)

A P300 brain computer interface based intelligent home control system using a random forest classifier. - Usman Masud; Muhammad Iram Baig; Faraz Akram; Tae-Seong Kim 001 (SSCI, 2017)

3-D human pose recovery using nonrigid point set registration and body part tracking of depth data. - Dong-Luong Dinh; Sungyoung Lee 001; Tae-Seong Kim 001 (Multim. Syst., 2017)

Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Sangmin Lee 002; Kyung Min Byun; Tae-Seong Kim 001 (ICDSP, 2018)

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks. - Mohammed A. Al-masni; Mugahed A. Al-antari; Mun-Taek Choi; Seung-Moo Han; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2018)

Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System. - Mohammed A. Al-masni; Mugahed A. Al-antari; Jeong-min Park; Geon Gi; Tae-Yeon Kim; Patricio Rivera; Edwin Valarezo; Mun-Taek Choi; Seung-Moo Han; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2018)

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification. - Mugahed A. Al-antari; Mohammed A. Al-masni; Mun-Taek Choi; Seung-Moo Han; Tae-Seong Kim 001 (Int. J. Medical Informatics, 2018)

Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view. - Patricio Rivera; Edwin Valarezo Añazco; Mun-Taek Choi; Tae-Seong Kim 001 (IET Image Process., 2019)

Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms. - Mugahed A. Al-antari; Seung-Moo Han; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2020)

Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification. - Mohammed A. Al-masni; Dong-Hyun Kim 008; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2020)

Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning. - Patricio Rivera; Jiheon Oh; Edwin Valarezo; Gahyeon Ryu; Hwanseok Jung; Jin Hyunk Lee; Jin Gyun Jeong; Tae-Seong Kim 001 (ICTC, 2021)

User Stress Modeling through Galvanic Skin Response. - Fahad Ahmed Satti; Musarrat Hussain; Jamil Hussain; Tae-Seong Kim 001; Sungyoung Lee 001; TaeChoong Chung (IMCOM, 2021)

Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Nahyeon Park; Jiheon Oh; Gahyeon Ryu; Mugahed A. Al-antari; Tae-Seong Kim 001 (Appl. Intell., 2021)

Three-dimensional shape reconstruction of objects from a single depth view using deep U-Net convolutional neural network with bottle-neck skip connections. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Tae-Seong Kim 001 (IET Comput. Vis., 2021)

An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities. - Patricio Rivera; Edwin Valarezo; Tae-Seong Kim 001 (Int. J. Pattern Recognit. Artif. Intell., 2021)

Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks. - Edwin Valarezo Añazco; Seungju Han; Kangil Kim; Patricio Rivera Lopez; Tae-Seong Kim 001; Sangmin Lee 002 (Sensors, 2021)

Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses. - Patricio Rivera; Edwin Valarezo Añazco; Tae-Seong Kim 001 (Sensors, 2021)

Real-Time Human Activity Recognition with IMU and Encoder Sensors in Wearable Exoskeleton Robot via Deep Learning Networks. - Ismael Espinoza Jaramillo; Jin Gyun Jeong; Patricio Rivera Lopez; Choong-Ho Lee; Do-Yeon Kang; Tae-Jun Ha; Ji-Heon Oh; Hwanseok Jung; Jin Hyuk Lee; Won Hee Lee; Tae-Seong Kim 001 (Sensors, 2022)

Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition. - Sungkyu Kim; Tae-Seong Kim 001; Won Hee Lee (Sensors, 2022)

Long-Horizon Manipulation by a Single-arm Robot via Sub-goal Network based Hierarchical Reinforcement Learning. - Jin Gyun Jeong; Ji-Heon Oh; Hwanseok Jung; Jin Hyuk Lee; Ismael Nicolas Espinoza Jaramillo; Channabasava Chola; Won Hee Lee; Tae-Seong Kim 001 (ICBET, 2023)

Human Activity Prediction Based on Forecasted IMU Activity Signals by Sequence-to-Sequence Deep Neural Networks. - Ismael Espinoza Jaramillo; Channabasava Chola; Jin Gyun Jeong; Ji-Heon Oh; Hwanseok Jung; Jin-Hyuk Lee; Won Hee Lee; Tae-Seong Kim 001 (Sensors, 2023)

Bimanual Long-Horizon Manipulation Via Temporal-Context Transformer RL. - Ji-Heon Oh; Ismael Espinoza; Danbi Jung; Tae-Seong Kim 001 (IEEE Robotics Autom. Lett., 2024)

The Impact of MRI Data Harmonization on Brain Age Prediction. - Junhyeok Lee 003; Juhyuk Han; Minjae Kim; Yeonwoo Kim; Tae-Seong Kim 001; Won Hee Lee (ICAIIC, 2025)

Multi-Agent AMIX-DAPG of Dual-Arm Robot for Long Horizon Lifecare Tasks. - Hwanseok Jung; Ji-Heon Oh; Ismael Espinoza Jaramillo; Danbi Jung; Won Hee Lee; Tae-Seong Kim 001 (ICAIIC, 2025)