Tae-Seong Kim

67 papers B 1C 3Journal 36Unranked 27
YearRankTypeTitle / Venue / Authors
2026 — conf
A Real2Sim2Real Transformer Policy System for Bimanual R2R2H Tasks.
HRI Companion
Ismael Espinoza, Yong-Hyeok Choi, Kangsan Lee, Ji-Heon Oh, Ki Joo Pahk, Tae-Seong Kim
2025 — conf
Multi-Agent AMIX-DAPG of Dual-Arm Robot for Long Horizon Lifecare Tasks.
ICAIIC
Hwanseok Jung, Ji-Heon Oh, Ismael Espinoza Jaramillo, Danbi Jung, Won Hee Lee, Tae-Seong Kim
2025 — conf
The Impact of MRI Data Harmonization on Brain Age Prediction.
ICAIIC
Junhyeok Lee, Juhyuk Han, Minjae Kim, Yeonwoo Kim, Tae-Seong Kim, Won Hee Lee
2024 J jnl
Bimanual Long-Horizon Manipulation Via Temporal-Context Transformer RL.
IEEE Robotics Autom. Lett.
Ji-Heon Oh, Ismael Espinoza, Danbi Jung, Tae-Seong Kim
2023 J jnl
Human Activity Prediction Based on Forecasted IMU Activity Signals by Sequence-to-Sequence Deep Neural Networks.
Sensors
Ismael Espinoza Jaramillo, Channabasava Chola, Jin Gyun Jeong, Ji-Heon Oh, Hwanseok Jung, Jin-Hyuk Lee, Won Hee Lee, Tae-Seong Kim
2023 — conf
Long-Horizon Manipulation by a Single-arm Robot via Sub-goal Network based Hierarchical Reinforcement Learning.
ICBET
Jin Gyun Jeong, Ji-Heon Oh, Hwanseok Jung, Jin Hyuk Lee, Ismael Nicolas Espinoza Jaramillo, Channabasava Chola, Won Hee Lee, Tae-Seong Kim
2022 J jnl
Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition.
Sensors
Sungkyu Kim, Tae-Seong Kim, Won Hee Lee
2022 J jnl
Real-Time Human Activity Recognition with IMU and Encoder Sensors in Wearable Exoskeleton Robot via Deep Learning Networks.
Sensors
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
2021 J jnl
An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities.
Int. J. Pattern Recognit. Artif. Intell.
Patricio Rivera, Edwin Valarezo, Tae-Seong Kim
2021 J jnl
Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks.
Sensors
Edwin Valarezo Añazco, Seungju Han, Kangil Kim, Patricio Rivera Lopez, Tae-Seong Kim, Sangmin Lee
2021 J jnl
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network.
Appl. Intell.
Edwin Valarezo Añazco, Patricio Rivera Lopez, NaHyeon Park, Jiheon Oh, Gahyeon Ryu, Mugahed A. Al-antari, Tae-Seong Kim
2021 J jnl
Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses.
Sensors
Patricio Rivera, Edwin Valarezo Añazco, Tae-Seong Kim
2021 — conf
Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning.
ICTC
Patricio Rivera, Jiheon Oh, Edwin Valarezo, Gahyeon Ryu, Hwanseok Jung, Jin Hyunk Lee, Jin Gyun Jeong, Tae-Seong Kim
2021 J jnl
Three-dimensional shape reconstruction of objects from a single depth view using deep U-Net convolutional neural network with bottle-neck skip connections.
IET Comput. Vis.
Edwin Valarezo Añazco, Patricio Rivera Lopez, Tae-Seong Kim
2021 — conf
User Stress Modeling through Galvanic Skin Response.
IMCOM
Fahad Ahmed Satti, Musarrat Hussain, Jamil Hussain, Tae-Seong Kim, Sungyoung Lee, TaeChoong Chung
2020 J jnl
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms.
Comput. Methods Programs Biomed.
Mugahed A. Al-antari, Seung-Moo Han, Tae-Seong Kim
2020 J jnl
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification.
Comput. Methods Programs Biomed.
Mohammed A. Al-masni, Dong-Hyun Kim, Tae-Seong Kim
2019 J jnl
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view.
IET Image Process.
Patricio Rivera, Edwin Valarezo Añazco, Mun-Taek Choi, Tae-Seong Kim
2018 J jnl
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification.
Int. J. Medical Informatics
Mugahed A. Al-antari, Mohammed A. Al-masni, Mun-Taek Choi, Seung-Moo Han, Tae-Seong Kim
2018 J jnl
Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System.
Comput. Methods Programs Biomed.
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
2018 J jnl
Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks.
Comput. Methods Programs Biomed.
Mohammed A. Al-masni, Mugahed A. Al-antari, Mun-Taek Choi, Seung-Moo Han, Tae-Seong Kim
2018 — conf
Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light.
ICDSP
Edwin Valarezo Añazco, Patricio Rivera Lopez, Sangmin Lee, Kyung Min Byun, Tae-Seong Kim
2017 J jnl
3-D human pose recovery using nonrigid point set registration and body part tracking of depth data.
Multim. Syst.
Dong-Luong Dinh, Sungyoung Lee, Tae-Seong Kim
2017 — conf
A P300 brain computer interface based intelligent home control system using a random forest classifier.
SSCI
Usman Masud, Muhammad Iram Baig, Faraz Akram, Tae-Seong Kim
2017 — conf
Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network.
EMBC
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
2017 — conf
Non-local means filter denoising for DEXA images.
EMBC
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, Tae-Seong Kim
2017 — conf
Wearable Internet of Things - from human activity tracking to clinical integration.
EMBC
Poonam Kumari, Miguel López-Benítez, Gyu Myoung Lee, Tae-Seong Kim, Atul S. Minhas
2016 — conf
A Depth Camera-based Human Activity Recognition via Deep Learning Recurrent Neural Network for Health and Social Care Services.
CENTERIS/ProjMAN/HCist
S. U. Park, J. H. Park, Mohammed A. Al-masni, Mugahed A. Al-antari, Md. Zia Uddin, Tae-Seong Kim
2016 J jnl
Hand number gesture recognition using recognized hand parts in depth images.
Multim. Tools Appl.
Dong-Luong Dinh, Sungyoung Lee, Tae-Seong Kim
2015 J jnl
3-D body joint-specific HMM-based approach for human activity recognition from stereo posture image sequence.
Multim. Tools Appl.
Md. Zia Uddin, Tae-Seong Kim
2015 J jnl
A human activity recognition system using hmms with gda on enhanced independent component features.
Int. Arab J. Inf. Technol.
Md. Zia Uddin, Deok-Hwan Kim, Tae-Seong Kim
2015 J jnl
An efficient word typing P300-BCI system using a modified T9 interface and random forest classifier.
Comput. Biol. Medicine
Faraz Akram, Seung Moo Han, Tae-Seong Kim
2015 J jnl
The effect of tissue anisotropy on the radial and tangential components of the electric field in transcranial direct current stimulation.
Medical Biol. Eng. Comput.
Mohamed K. Metwally, Seung Moo Han, Tae-Seong Kim
2015 — conf
Unsupervised 3D human pose recognition from a single depth human silhouette using a geodesic map and kinematic body model.
IMCOM
Hyun Jae Jeon, Sang Beom Nam, Sung Un Park, Jun Hyuk Park, ChangKyoo Yoo, Jeong Tai Kim, Tae-Seong Kim
2014 J jnl
A P300-based brain computer interface system for words typing.
Comput. Biol. Medicine
Faraz Akram, Hee-Sok Han, Tae-Seong Kim
2014 — conf
A prediction algorithm for coexistence problem in multiple WBANs environment.
ICUIMC
Yoonjeong Han, Zilong Jin, Jinsung Cho, Tae-Seong Kim
2014 J jnl
Real-time 3D human pose recovery from a single depth image using principal direction analysis.
Appl. Intell.
Dong-Luong Dinh, Myeong-Jun Lim, Nguyen Duc Thang, Sungyoung Lee, Tae-Seong Kim
2013 — conf
A novel P300-based BCI system for words typing.
BCI
Faraz Akram, Mohamed K. Metwally, Hee-Sok Han, Hyun Jae Jeon, Tae-Seong Kim
2013 — conf
An efficient words typing P300-BCI system using a modified T9 interface and random forest classifier.
EMBC
Faraz Akram, Hee-Sok Han, Hyun Jae Jeon, Kyungmo Park, Seung-Hun Park, Jinsung Cho, Tae-Seong Kim
2013 — conf
Influence of the anisotropic mechanical properties of the skull in low-intensity focused ultrasound towards neuromodulation of the brain.
EMBC
Mohamed K. Metwally, Hee-Sok Han, Hyun Jae Jeon, Gon Khang, Tae-Seong Kim
2013 — conf
Principal direction analysis-based real-time 3D human pose reconstruction from a single depth image.
SoICT
Dong-Luong Dinh, Hee-Sok Han, Hyun Jae Jeon, Sungyoung Lee, Tae-Seong Kim
2012 J jnl
Depth video-based human activity recognition system using translation and scaling invariant features for life logging at smart home.
IEEE Trans. Consumer Electron.
Ahmad Jalal, Md. Zia Uddin, Tae-Seong Kim
2012 C conf
Human Activity Recognition via the Features of Labeled Depth Body Parts.
ICOST
Ahmad Jalal, Sungyoung Lee, Jeong Tai Kim, Tae-Seong Kim
2012 — conf
Investigation of the electric field components of tDCS via anisotropically conductive gyri-specific finite element head models.
EMBC
Mohamed K. Metwally, Young Sun Cho, Hae-Jeong Park, Tae-Seong Kim
2012 J jnl
Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity.
NeuroImage
Won Hee Lee, Zhi-De Deng, Tae-Seong Kim, Andrew F. Laine, Sarah H. Lisanby, Angel V. Peterchev
2012 J jnl
Robust extraction of P300 using constrained ICA for BCI applications.
Medical Biol. Eng. Comput.
Ozair Idris Khan, Faisal Farooq, Faraz Akram, Mun-Taek Choi, Seung Moo Han, Tae-Seong Kim
2011 — conf
A Spanning Tree-Based Human Activity Prediction System Using Life Logs from Depth Silhouette-Based Human Activity Recognition.
CAIP (1)
Md. Zia Uddin, Kyung Min Byun, Min Hyoung Cho, Soo Yeol Lee, Gon Khang, Tae-Seong Kim
2011 J jnl
A single tri-axial accelerometer-based real-time personal life log system capable of human activity recognition and exercise information generation.
Pers. Ubiquitous Comput.
Myong-Woo Lee, Adil Mehmood Khan, Tae-Seong Kim
2011 J jnl
Content-based facial image retrieval using constrained independent component analysis.
Inf. Sci.
Nguyen Duc Thang, Tahir Rasheed, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
2011 C conf
Daily Human Activity Recognition Using Depth Silhouettes and
ICOST
Ahmad Jalal, Md. Zia Uddin, Jeong Tai Kim, Tae-Seong Kim
2011 J jnl
Estimation of 3-D human body posture via co-registration of 3-D human model and sequential stereo information.
Appl. Intell.
Nguyen Duc Thang, Tae-Seong Kim, Young-Koo Lee, Sungyoung Lee
2011 J jnl
Homogeneity- and density distance-driven active contours for medical image segmentation.
Comput. Biol. Medicine
Phan Tran Ho Truc, Tae-Seong Kim, Sungyoung Lee, Young-Koo Lee
2010 J jnl
A Study on the Feasibility of Active Contours on Automatic CT Bone Segmentation.
J. Digit. Imaging
Phan Tran Ho Truc, Tae-Seong Kim, Sungyoung Lee, Young-Koo Lee
2010 J jnl
A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer.
IEEE Trans. Inf. Technol. Biomed.
Adil Mehmood Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
2010 J jnl
Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly.
Medical Biol. Eng. Comput.
Adil Mehmood Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
2010 B conf
Human Activity Recognition via 3-D joint angle features and Hidden Markov models.
ICIP
Md. Zia Uddin, Nguyen Duc Thang, Tae-Seong Kim
2010 J jnl
Independent shape component-based human activity recognition via Hidden Markov Model.
Appl. Intell.
Md. Zia Uddin, J. J. Lee, Tae-Seong Kim
2009 J jnl
An enhanced independent component-based human facial expression recognition from video.
IEEE Trans. Consumer Electron.
Md. Zia Uddin, J. J. Lee, Tae-Seong Kim
2009 — conf
Forearm Motion Tracking with Estimating Joint Angles from Inertial Sensor Signals.
BMEI
Ji-Hwan Kim, Nguyen Duc Thang, Hyun Sang Suh, Tahir Rasheed, Tae-Seong Kim
2009 J jnl
Vessel enhancement filter using directional filter bank.
Comput. Vis. Image Underst.
Phan Tran Ho Truc, Md. A. U. Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
2008 C conf
Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model.
IEA/AIE
Md. Zia Uddin, J. J. Lee, Tae-Seong Kim
2007 — conf
Bayesian Inference for 2D Gel Electrophoresis Image Analysis.
BIRD
Ji Won Yoon, Simon J. Godsill, ChulHun Kang, Tae-Seong Kim
2007 — conf
Facial Image Retrieval through Compound Queries Using Constrained Independent Component Analysis.
ICTAI (1)
Bilal Ahmed, Tahir Rasheed, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
2007 — conf
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis.
ICANNGA (2)
Bilal Ahmed, Tahir Rasheed, Mohammad A. U. Khan, Seong Jin Cho, Sungyoung Lee, Tae-Seong Kim
2007 — conf
Rib suppression in frontal chest radiographs: A blind source separation approach.
ISSPA
Tahir Rasheed, Bilal Ahmed, Mohammad A. U. Khan, Maamar Bettayeb, Sungyoung Lee, Tae-Seong Kim
2007 — conf
Vessel Enhancement in Angiography Images using Decimation-Free Directional Filter Bank.
IPCV
Phan Tran Ho Truc, Mohammad A. U. Khan, Sungyoung Lee, Tae-Seong Kim
2006 — conf
Constrained ICA Based Ballistocardiogram and Electro-Oculogram Artifacts Removal from Visual Evoked Potential EEG Signals Measured Inside MRI.
ICONIP (1)
Tahir Rasheed, Myung-Ho In, Young-Koo Lee, Sungyoung Lee, Soo Yeol Lee, Tae-Seong Kim