Tae-Seong Kim

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2021
Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses.
Sensors, 2021

Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks.
Sensors, 2021

An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities.
Int. J. Pattern Recognit. Artif. Intell., 2021

Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network.
Appl. Intell., 2021

User Stress Modeling through Galvanic Skin Response.
Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification.
Comput. Methods Programs Biomed., 2020

Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms.
Comput. Methods Programs Biomed., 2020

2019
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view.
IET Image Process., 2019

2018
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification.
Int. J. Medical Informatics, 2018

Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System.
Comput. Methods Programs Biomed., 2018

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks.
Comput. Methods Programs Biomed., 2018

Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light.
Proceedings of the 2nd International Conference on Digital Signal Processing, 2018

2017
3-D human pose recovery using nonrigid point set registration and body part tracking of depth data.
Multim. Syst., 2017

A P300 brain computer interface based intelligent home control system using a random forest classifier.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Wearable Internet of Things - from human activity tracking to clinical integration.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Non-local means filter denoising for DEXA images.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Hand number gesture recognition using recognized hand parts in depth images.
Multim. Tools Appl., 2016

2015
The effect of tissue anisotropy on the radial and tangential components of the electric field in transcranial direct current stimulation.
Medical Biol. Eng. Comput., 2015

An efficient word typing P300-BCI system using a modified T9 interface and random forest classifier.
Comput. Biol. Medicine, 2015

Unsupervised 3D human pose recognition from a single depth human silhouette using a geodesic map and kinematic body model.
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015

2014
A P300-based brain computer interface system for words typing.
Comput. Biol. Medicine, 2014

Real-time 3D human pose recovery from a single depth image using principal direction analysis.
Appl. Intell., 2014

A prediction algorithm for coexistence problem in multiple WBANs environment.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

2013
Principal direction analysis-based real-time 3D human pose reconstruction from a single depth image.
Proceedings of the 4th International Symposium on Information and Communication Technology, 2013

Influence of the anisotropic mechanical properties of the skull in low-intensity focused ultrasound towards neuromodulation of the brain.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

An efficient words typing P300-BCI system using a modified T9 interface and random forest classifier.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity.
NeuroImage, 2012

Robust extraction of P300 using constrained ICA for BCI applications.
Medical Biol. Eng. Comput., 2012

Human Activity Recognition via the Features of Labeled Depth Body Parts.
Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 2012

Investigation of the electric field components of tDCS via anisotropically conductive gyri-specific finite element head models.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A single tri-axial accelerometer-based real-time personal life log system capable of human activity recognition and exercise information generation.
Pers. Ubiquitous Comput., 2011

Content-based facial image retrieval using constrained independent component analysis.
Inf. Sci., 2011

Homogeneity- and density distance-driven active contours for medical image segmentation.
Comput. Biol. Medicine, 2011

Estimation of 3-D human body posture via co-registration of 3-D human model and sequential stereo information.
Appl. Intell., 2011

2010
A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer.
IEEE Trans. Inf. Technol. Biomed., 2010

Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly.
Medical Biol. Eng. Comput., 2010

A Study on the Feasibility of Active Contours on Automatic CT Bone Segmentation.
J. Digit. Imaging, 2010

Activity Recognition from Single Tri-axial Accelerometer Using Wavelet Packet Decomposition and ANN.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

2009
Vessel enhancement filter using directional filter bank.
Comput. Vis. Image Underst., 2009

Forearm Motion Tracking with Estimating Joint Angles from Inertial Sensor Signals.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
Co-registration of in vivo human MRI brain images to postmortem histological microscopic images.
Int. J. Imaging Syst. Technol., 2008

2007
Rib suppression in frontal chest radiographs: A blind source separation approach.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Vessel Enhancement in Angiography Images using Decimation-Free Directional Filter Bank.
Proceedings of the 2007 International Conference on Image Processing, 2007

Facial Image Retrieval through Compound Queries Using Constrained Independent Component Analysis.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Bayesian Inference for 2D Gel Electrophoresis Image Analysis.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006
Constrained ICA Based Ballistocardiogram and Electro-Oculogram Artifacts Removal from Visual Evoked Potential EEG Signals Measured Inside MRI.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Soft tissue differentiation using multiband signatures of high resolution ultrasonic transmission tomography.
IEEE Trans. Medical Imaging, 2005

Harmonic decomposition in PDE-based denoising technique for magnetic resonance electrical impedance tomography.
IEEE Trans. Biomed. Eng., 2005

Detecting the change of customer behavior based on decision tree analysis.
Expert Syst. J. Knowl. Eng., 2005

2004
Application of independent component analysis with mixture density model to localize brain alpha activity in fMRI and EEG.
Int. J. Imaging Syst. Technol., 2004

3-D High Resolution Images of Ultrasonic Transmission Tomography Compared To Magnetic Resonance And Optical Images.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Volterra-Type Nonlinear Image Restoration of Medical Imagery Using Principal Dynamic Modes.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004


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