Tae-Seong Kim
Orcid: 0000-0001-7118-1708Affiliations:
- Kyung Hee University, Department of Biomedical Engineering, Korea
According to our database1,
Tae-Seong Kim
authored at least 58 papers
between 2006 and 2023.
Collaborative distances:
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Bibliography
2023
Human Activity Prediction Based on Forecasted IMU Activity Signals by Sequence-to-Sequence Deep Neural Networks.
Sensors, July, 2023
Long-Horizon Manipulation by a Single-arm Robot via Sub-goal Network based Hierarchical Reinforcement Learning.
Proceedings of the 2023 13th International Conference on Biomedical Engineering and Technology, 2023
2022
Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition.
Sensors, 2022
Real-Time Human Activity Recognition with IMU and Encoder Sensors in Wearable Exoskeleton Robot via Deep Learning Networks.
Sensors, 2022
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
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., 2021
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network.
Appl. Intell., 2021
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
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
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
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Multim. Tools Appl., 2016
A Depth Camera-based Human Activity Recognition via Deep Learning Recurrent Neural Network for Health and Social Care Services.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016
2015
3-D body joint-specific HMM-based approach for human activity recognition from stereo posture image sequence.
Multim. Tools Appl., 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
A human activity recognition system using hmms with gda on enhanced independent component features.
Int. Arab J. Inf. Technol., 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
Comput. Biol. Medicine, 2014
Real-time 3D human pose recovery from a single depth image using principal direction analysis.
Appl. Intell., 2014
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
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013
2012
Depth video-based human activity recognition system using translation and scaling invariant features for life logging at smart home.
IEEE Trans. Consumer Electron., 2012
Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity.
NeuroImage, 2012
Medical Biol. Eng. Comput., 2012
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
Daily Human Activity Recognition Using Depth Silhouettes and <i>R</i>\mathcal{R} Transformation for Smart Home.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011
A Spanning Tree-Based Human Activity Prediction System Using Life Logs from Depth Silhouette-Based Human Activity Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly.
Medical Biol. Eng. Comput., 2010
J. Digit. Imaging, 2010
Independent shape component-based human activity recognition via Hidden Markov Model.
Appl. Intell., 2010
Proceedings of the International Conference on Image Processing, 2010
2009
An enhanced independent component-based human facial expression recognition from video.
IEEE Trans. Consumer Electron., 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2008
Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008
2007
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
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