• 7544 Citations
  • 47 h-Index
1988 …2020

Research output per year

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Research Output

2020

A Framework for Schizophrenia EEG Signal Classification with Nature Inspired Optimization Algorithms

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2020, In : IEEE Access. 8, p. 39875-39897 23 p., 9007451.

Research output: Contribution to journalArticle

Open Access

A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks

Kim, K. T., Guan, C. & Lee, S. W., 2020 Jan, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 1, p. 94-103 10 p., 8865669.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A two-stream symmetric network with bidirectional ensemble for aerial image matching

Park, J. H., Nam, W. J. & Lee, S. W., 2020 Feb 1, In : Remote Sensing. 12, 3, 465.

Research output: Contribution to journalArticle

Open Access

Classification of pilots’ mental states using a multimodal deep learning network

Han, S. Y., Kwak, N. S., Oh, T. & Lee, S. W., 2020 Jan 1, In : Biocybernetics and Biomedical Engineering. 40, 1, p. 324-336 13 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Coarse-to-fine deep metric learning for remote sensing image retrieval

Yun, M. S., Nam, W. J. & Lee, S. W., 2020 Jan 1, In : Remote Sensing. 12, 2, 219.

Research output: Contribution to journalArticle

Open Access

Decoding Movement-Related Cortical Potentials Based on Subject-Dependent and Section-Wise Spectral Filtering

Jeong, J. H., Kwak, N. S., Guan, C. & Lee, S. W., 2020 Mar, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 3, p. 687-698 12 p., 8960436.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Detection of Pilot’s Drowsiness Based on Multimodal Convolutional Bidirectional LSTM Network

Yu, B. W., Jeong, J. H., Lee, D. H. & Lee, S. W., 2020 Jan 1, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 530-543 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EEG Representations of Spatial and Temporal Features in Imagined Speech and Overt Speech

Lee, S. H., Lee, M. & Lee, S. W., 2020 Jan 1, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 387-400 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis

Shi, Y., Suk, H. I., Gao, Y., Lee, S. W. & Shen, D., 2020 Jan, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 186-200 15 p., 8672088.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Mammographic mass segmentation using multichannel and multiscale fully convolutional networks

Xu, S., Adeli, E., Cheng, J. Z., Xiang, L., Li, Y., Lee, S. W. & Shen, D., 2020 Jan 1, (Accepted/In press) In : International Journal of Imaging Systems and Technology.

Research output: Contribution to journalArticle

Three-stream fusion network for first-person interaction recognition

Kim, Y. J., Lee, D. G. & Lee, S. W., 2020 Jul, In : Pattern Recognition. 103, 107279.

Research output: Contribution to journalArticle

2019

A Comprehensive Analysis of Alcoholic EEG Signals with Detrend Fluctuation Analysis and Post Classifiers

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737328. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alteration of coupling between brain and heart induced by sedation with propofol and midazolam

Won, D. O., Lee, B. R., Seo, K. S., Kim, H. J. & Lee, S. W., 2019 Jan 1, In : PloS one. 14, 7, e0219238.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

A robust matching network for gradually estimating geometric transformation on remote sensing imagery

Kim, D. G., Nam, W. J. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3889-3894 6 p. 8913881. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assistive robotic arm control based on brain-machine interface with vision guidance using convolution neural network

Shim, K. H., Jeong, J. H., Kwon, B. H., Lee, B. H. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2785-2790 6 p. 8914058. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Automatic brain labeling via multi-atlas guided fully convolutional networks

Fang, L., Zhang, L., Nie, D., Cao, X., Rekik, I., Lee, S. W., He, H. & Shen, D., 2019 Jan 1, In : Medical Image Analysis. 51, p. 157-168 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Block-Extraction and Haar Transform Based Linear Singularity Representation for Image Enhancement

Hou, Y., Qu, X., Liu, G., Lee, S. W. & Shen, D., 2019 Jan 1, In : Mathematical Problems in Engineering. 2019, 6395147.

Research output: Contribution to journalArticle

Open Access

Causal connectivity according to conscious experience in non-rapid eye movement sleep

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Tononi, G. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2133-2138 6 p. 8914541. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Changes in Fatigue and EEG Amplitude during a Longtime Use of Brain-Computer Interface

Seo, S. P., Lee, M. H., Williamson, J. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737306. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Classification of drowsiness levels based on a deep spatio-temporal convolutional bidirectional lstm network using electroencephalography signals

Jeong, J. H., Yu, B. W., Lee, D. H. & Lee, S. W., 2019, In : Brain Sciences. 9, 12, 348.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control

Cho, J. H., Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 515-518 4 p. 8616092. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Classification of the motion artifacts in near-infrared spectroscopy based on wavelet statistical feature

Lee, S. B., Kim, H., Lee, S., Kim, H. J., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2144-2148 5 p. 8914331. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

Lee, S. B., Kim, H. J., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Oct 1, In : Information Sciences. 502, p. 190-200 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Connectivity differences between consciousness and unconsciousness in non-rapid eye movement sleep: a TMS–EEG study

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Postle, B. R., Tononi, G. & Lee, S. W., 2019 Dec 1, In : Scientific Reports. 9, 1, 5175.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control

Jeong, J. H., Kim, K. T., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 511-514 4 p. 8616091. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy

Lee, M. H., Kwon, O. Y., Kim, Y. J., Kim, H. K., Lee, Y. E., Williamson, J., Fazli, S. & Lee, S. W., 2019 May 1, In : GigaScience. 8, 5

Research output: Contribution to journalArticle

Open Access
16 Citations (Scopus)

EEG representation in deep convolutional neural networks for classification of motor imagery

Robinson, N., Lee, S. W. & Guan, C., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1322-1326 5 p. 8914184. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring the Number of Repetitions in Trials for the Performance Convergence of Classification in Motor Imagery Task with Hand-Grasping

Kim, Y. T., Lee, S. B., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737308. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Graph Theoretical Analysis of Cortical Networks based on Conscious Experience

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Tononi, G. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3373-3376 4 p. 8857648. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Improving the Performance of SSVEP BCI with Short Response Time by Temporal Alignments Enhanced CCA

Phyo Wai, A. A., Lee, M. H., Lee, S. W. & Guan, C., 2019 May 16, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 155-158 4 p. 8716985. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment

Zhang, H., Giannakopoulos, P., Haller, S., Shen, D., Lee, S. W. & Qiu, S., 2019 Jan 1, In : Neuroinformatics.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Interpreting undesirable pixels for image classification on black-box models

Kang, S. H., Jung, H. G. & Lee, S. W., 2019 Oct, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 4250-4254 5 p. 9022619. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metaheuristic-Based Dimensionality Reduction and Classification Analysis of PPG Signals for Interpreting Cardiovascular Disease

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2019 Jan 1, In : IEEE Access. 7, p. 165181-165206 26 p., 8886503.

Research output: Contribution to journalArticle

Open Access

Oblique aerial image matching based on iterative simulation and homography evaluation

Song, W. H., Jung, H. G., Gwak, I. Y. & Lee, S. W., 2019 Mar 1, In : Pattern Recognition. 87, p. 317-331 15 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Possible Effect of Binaural Beat Combined With Autonomous Sensory Meridian Response for Inducing Sleep

Lee, M., Song, C. B., Shin, G. H. & Lee, S. W., 2019 Dec 2, In : Frontiers in Human Neuroscience. 13, 425.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Prediction of partially observed human activity based on pre-trained deep representation

Lee, D. G. & Lee, S. W., 2019 Jan 1, In : Pattern Recognition. 85, p. 198-206 9 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Recognition of Pilot's Cognitive States based on Combination of Physiological Signals

Han, S. Y., Kim, J. W. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737317. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Reconstructing Degree of Forearm Rotation from Imagined movements for BCI-based Robot Hand Control

Yun, Y. D., Jeong, J. H., Cho, J. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3014-3017 4 p. 8857674. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent convolutional neural network model based on temporal and spatial feature for motor imagery classification

Lee, S. B., Kim, H., Jeong, J. H., Wang, I. N., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737350. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Reduced burden of individual calibration process in brain-computer interface by clustering the subjects based on brain activation

Kim, Y. T., Lee, S., Kim, H., Lee, S. B., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2139-2143 5 p. 8914176. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust detection of event-related potentials in a user-voluntary short-term imagery task

Lee, M. H., Williamson, J., Kee, Y. J., Fazli, S. & Lee, S. W., 2019 Jan 1, In : PloS one. 14, 12, e0226236.

Research output: Contribution to journalArticle

Open Access

Strength and similarity guided group-level brain functional network construction for MCI diagnosis

Zhang, Y., Zhang, H., Chen, X., Liu, M., Zhu, X., Lee, S. W. & Shen, D., 2019 Apr 1, In : Pattern Recognition. 88, p. 421-430 10 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)

The Effect of a Binaural Beat Combined with Autonomous Sensory Meridian Response Triggers on Brainwave Entrainment

Song, C. B., Kwak, N. S., Lee, M. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737329. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Effect of Neurofeedback Training in Virtual and Real Environments based on BCI

Han, D. K., Lee, M. H., Williamson, J. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737323. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Towards an EEG-based intuitive BCI communication system using imagined speech and visual imagery

Lee, S. H., Lee, M., Jeong, J. H. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4409-4414 6 p. 8914645. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System

Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5544-5547 4 p. 8856312. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Two-Phase Incremental Kernel PCA for Learning Massive or Online Datasets

Zhao, F., Rekik, I., Lee, S. W., Liu, J., Zhang, J., Shen, D. & Garcia-Rodriguez, J., 2019, In : Complexity. 2019, 5937274.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

Weighted graph regularized sparse brain network construction for MCI identification

Yu, R., Qiao, L., Chen, M., Lee, S. W., Fei, X. & Shen, D., 2019 Jun 1, In : Pattern Recognition. 90, p. 220-231 12 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2018

A hierarchical classification strategy for robust detection of passive/active mental state using user-voluntary pitch imagery task

Kee, Y. J., Lee, M. H., Williamson, J. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 876-881 6 p. 8575943

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A High Performance Spelling System based on EEG-EOG Signals with Visual Feedback

Lee, M. H., Williamson, J., Won, D. O., Fazli, S. & Lee, S. W., 2018 May 19, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

26 Citations (Scopus)