Tae-Seong Kim

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 24

Top Topics

Gesture Recognition

Dermoscopy Images

Convolutional Neural Network

Top Venues

Comput. Methods Programs Biomed.

Publications

Sungkyu Kim, Tae-Seong Kim, Won Hee Lee
Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition. Sensors 22 (18) (2022)
Patricio Rivera, Edwin Valarezo, Tae-Seong Kim
An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities. Int. J. Pattern Recognit. Artif. Intell. 35 (6) (2021)
Patricio Rivera, Edwin Valarezo Añazco, Tae-Seong Kim
Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses. Sensors 21 (16) (2021)
Edwin Valarezo Añazco, Seung Ju Han, Kangil Kim, Patricio Rivera Lopez, Tae-Seong Kim, Sangmin Lee
Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks. Sensors 21 (4) (2021)
Patricio Rivera, Jiheon Oh, Edwin Valarezo, Gahyeon Ryu, Hwanseok Jung, Jin Hyunk Lee, Jin Gyun Jeong, Tae-Seong Kim
Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning. ICTC (2021)
Edwin Valarezo Añazco, Patricio Rivera Lopez, Tae-Seong Kim
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. 15 (1) (2021)
Fahad Ahmed Satti, Musarrat Hussain, Jamil Hussain, Tae-Seong Kim, Sungyoung Lee, TaeChoong Chung
User Stress Modeling through Galvanic Skin Response. IMCOM (2021)
Edwin Valarezo Añazco, Patricio Rivera Lopez, Nahyeon Park, Jiheon Oh, Gahyeon Ryu, Mugahed A. Al-antari, Tae-Seong Kim
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network. Appl. Intell. 51 (2) (2021)
Mugahed A. Al-antari, Seung-Moo Han, Tae-Seong Kim
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms. Comput. Methods Programs Biomed. 196 (2020)
Mohammed A. Al-masni, Dong-Hyun Kim, Tae-Seong Kim
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification. Comput. Methods Programs Biomed. 190 (2020)
Patricio Rivera, Edwin Valarezo Añazco, Mun-Taek Choi, Tae-Seong Kim
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view. IET Image Process. 13 (13) (2019)
Mohammed A. Al-masni, Mugahed A. Al-antari, Mun-Taek Choi, Seung-Moo Han, Tae-Seong Kim
Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks. Comput. Methods Programs Biomed. 162 (2018)
Mugahed A. Al-antari, Mohammed A. Al-masni, Mun-Taek Choi, Seung-Moo Han, Tae-Seong Kim
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification. Int. J. Medical Informatics 117 (2018)
Edwin Valarezo Añazco, Patricio Rivera Lopez, Sangmin Lee, Kyung Min Byun, Tae-Seong Kim
Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light. ICDSP (2018)
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
Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System. Comput. Methods Programs Biomed. 157 (2018)
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
Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network. EMBC (2017)
Poonam Kumari, Miguel López-Benítez, Gyu Myoung Lee, Tae-Seong Kim, Atul S. Minhas
Wearable Internet of Things - from human activity tracking to clinical integration. EMBC (2017)
Dong-Luong Dinh, Sungyoung Lee, Tae-Seong Kim
3-D human pose recovery using nonrigid point set registration and body part tracking of depth data. Multim. Syst. 23 (3) (2017)
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
Non-local means filter denoising for DEXA images. EMBC (2017)
Usman Masud, Muhammad Iram Baig, Faraz Akram, Tae-Seong Kim
A P300 brain computer interface based intelligent home control system using a random forest classifier. SSCI (2017)
Dong-Luong Dinh, Sungyoung Lee, Tae-Seong Kim
Hand number gesture recognition using recognized hand parts in depth images. Multim. Tools Appl. 75 (2) (2016)
Faraz Akram, Seung Moo Han, Tae-Seong Kim
An efficient word typing P300-BCI system using a modified T9 interface and random forest classifier. Comput. Biol. Medicine 56 (2015)
Mohamed K. Metwally, Seung Moo Han, Tae-Seong Kim
The effect of tissue anisotropy on the radial and tangential components of the electric field in transcranial direct current stimulation. Medical Biol. Eng. Comput. 53 (10) (2015)
Hyun Jae Jeon, Sang Beom Nam, Sung Un Park, Jun Hyuk Park, ChangKyoo Yoo, Jeong Tai Kim, Tae-Seong Kim
Unsupervised 3D human pose recognition from a single depth human silhouette using a geodesic map and kinematic body model. IMCOM (2015)
Yoonjeong Han, Zilong Jin, Jinsung Cho, Tae-Seong Kim
A prediction algorithm for coexistence problem in multiple WBANs environment. ICUIMC (2014)
Faraz Akram, Hee-Sok Han, Tae-Seong Kim
A P300-based brain computer interface system for words typing. Comput. Biol. Medicine 45 (2014)
Dong-Luong Dinh, Myeong-Jun Lim, Nguyen Duc Thang, Sungyoung Lee, Tae-Seong Kim
Real-time 3D human pose recovery from a single depth image using principal direction analysis. Appl. Intell. 41 (2) (2014)
Faraz Akram, Hee-Sok Han, Hyun Jae Jeon, Kyungmo Park, Seung-Hun Park, Jinsung Cho, Tae-Seong Kim
An efficient words typing P300-BCI system using a modified T9 interface and random forest classifier. EMBC (2013)
Dong-Luong Dinh, Hee-Sok Han, Hyun Jae Jeon, Sungyoung Lee, Tae-Seong Kim
Principal direction analysis-based real-time 3D human pose reconstruction from a single depth image. SoICT (2013)
Mohamed K. Metwally, Hee-Sok Han, Hyun Jae Jeon, Gon Khang, Tae-Seong Kim
Influence of the anisotropic mechanical properties of the skull in low-intensity focused ultrasound towards neuromodulation of the brain. EMBC (2013)
Ozair Idris Khan, Faisal Farooq, Faraz Akram, Mun-Taek Choi, Seung Moo Han, Tae-Seong Kim
Robust extraction of P300 using constrained ICA for BCI applications. Medical Biol. Eng. Comput. 50 (3) (2012)
Won Hee Lee, Zhi-De Deng, Tae-Seong Kim, Andrew F. Laine, Sarah H. Lisanby, Angel V. Peterchev
Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity. NeuroImage 59 (3) (2012)
Mohamed K. Metwally, Young Sun Cho, Hae-Jeong Park, Tae-Seong Kim
Investigation of the electric field components of tDCS via anisotropically conductive gyri-specific finite element head models. EMBC (2012)
Ahmad Jalal, Sungyoung Lee, Jeong Tai Kim, Tae-Seong Kim
Human Activity Recognition via the Features of Labeled Depth Body Parts. ICOST (2012)
Phan Tran Ho Truc, Tae-Seong Kim, Sungyoung Lee, Young-Koo Lee
Homogeneity- and density distance-driven active contours for medical image segmentation. Comput. Biol. Medicine 41 (5) (2011)
Myong-Woo Lee, Adil Mehmood Khan, Tae-Seong Kim
A single tri-axial accelerometer-based real-time personal life log system capable of human activity recognition and exercise information generation. Pers. Ubiquitous Comput. 15 (8) (2011)
Nguyen Duc Thang, Tae-Seong Kim, Young-Koo Lee, Sungyoung Lee
Estimation of 3-D human body posture via co-registration of 3-D human model and sequential stereo information. Appl. Intell. 35 (2) (2011)
Nguyen Duc Thang, Tahir Rasheed, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
Content-based facial image retrieval using constrained independent component analysis. Inf. Sci. 181 (15) (2011)
Husne Ara Rubaiyeat, Md. Kamrul Hasan, Tae-Seong Kim
Activity Recognition from Single Tri-axial Accelerometer Using Wavelet Packet Decomposition and ANN. IC-AI (2010)
Adil Mehmood Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
Accelerometer's position independent physical activity recognition system for long-term activity monitoring in the elderly. Medical Biol. Eng. Comput. 48 (12) (2010)
Phan Tran Ho Truc, Tae-Seong Kim, Sungyoung Lee, Young-Koo Lee
A Study on the Feasibility of Active Contours on Automatic CT Bone Segmentation. J. Digit. Imaging 23 (6) (2010)
Adil Mehmood Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer. IEEE Trans. Inf. Technol. Biomed. 14 (5) (2010)
Phan Tran Ho Truc, Md. A. U. Khan, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
Vessel enhancement filter using directional filter bank. Comput. Vis. Image Underst. 113 (1) (2009)
Ji-Hwan Kim, Nguyen Duc Thang, Hyun Sang Suh, Tahir Rasheed, Tae-Seong Kim
Forearm Motion Tracking with Estimating Joint Angles from Inertial Sensor Signals. BMEI (2009)
Manbir Singh, Amrita Rajagopalan, Tae-Seong Kim, Darryl Hwang, Helena Chui, Xiao-Ling Zhang, Ae-Young Lee, Chris Zarow
Co-registration of in vivo human MRI brain images to postmortem histological microscopic images. Int. J. Imaging Syst. Technol. 18 (5-6) (2008)
Phan Tran Ho Truc, Mohammad A. U. Khan, Sungyoung Lee, Tae-Seong Kim
Vessel Enhancement in Angiography Images using Decimation-Free Directional Filter Bank. IPCV (2007)
Tahir Rasheed, Bilal Ahmed, Mohammad A. U. Khan, Maamar Bettayeb, Sungyoung Lee, Tae-Seong Kim
Rib suppression in frontal chest radiographs: A blind source separation approach. ISSPA (2007)
Ji Won Yoon, Simon J. Godsill, ChulHun Kang, Tae-Seong Kim
Bayesian Inference for 2D Gel Electrophoresis Image Analysis. BIRD (2007)
Bilal Ahmed, Tahir Rasheed, Mohammad A. U. Khan, Seong Jin Cho, Sungyoung Lee, Tae-Seong Kim
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis. ICANNGA (2) (2007)
Bilal Ahmed, Tahir Rasheed, Young-Koo Lee, Sungyoung Lee, Tae-Seong Kim
Facial Image Retrieval through Compound Queries Using Constrained Independent Component Analysis. ICTAI (1) (2007)
Tahir Rasheed, Myung Ho In, Young-Koo Lee, Sungyoung Lee, Soo Yeol Lee, Tae-Seong Kim
Constrained ICA Based Ballistocardiogram and Electro-Oculogram Artifacts Removal from Visual Evoked Potential EEG Signals Measured Inside MRI. ICONIP (1) (2006)
Jeong-Won Jeong, Tae-Seong Kim, Dae C. Shin, Synho Do, Manbir Singh, Vasilis Z. Marmarelis
Soft tissue differentiation using multiband signatures of high resolution ultrasonic transmission tomography. IEEE Trans. Medical Imaging 24 (3) (2005)
Byung Il Lee, Suk Ho Lee, Tae-Seong Kim, Ohin Kwon, Eung Je Woo, Jin Keun Seo
Harmonic decomposition in PDE-based denoising technique for magnetic resonance electrical impedance tomography. IEEE Trans. Biomed. Eng. 52 (11) (2005)
Synho Do, Vasilis Z. Marmarelis, Dae C. Shin, Jeong-Won Jeong, Tae-Seong Kim
Volterra-Type Nonlinear Image Restoration of Medical Imagery Using Principal Dynamic Modes. ISBI (2004)
Jeong-Won Jeong, Tae-Seong Kim, Sung-Heon Kim, Manbir Singh
Application of independent component analysis with mixture density model to localize brain alpha activity in fMRI and EEG. Int. J. Imaging Syst. Technol. 14 (4) (2004)
Jeong-Won Jeong, Dae C. Shin, Tae-Seong Kim, Chengzheng Huang, Synho Do, Manbir Singh, Vasilis Z. Marmarelis
3-D High Resolution Images of Ultrasonic Transmission Tomography Compared To Magnetic Resonance And Optical Images. ISBI (2004)