Graduate School

  • Korea, Republic of

Research Output

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Conference article
2017

An empirical study on the properties of random bases for kernel methods

Alber, M., Kindermans, P. J., Schütt, K. T., Muller, K. & Sha, F., 2017 Jan 1, In : Advances in Neural Information Processing Systems. 2017-December, p. 2764-2775 12 p.

Research output: Contribution to journalConference article

3 Citations (Scopus)

SchNet: A continuous-filter convolutional neural network for modeling quantum interactions

Schütt, K. T., Kindermans, P. J., Sauceda, H. E., Chmiela, S., Tkatchenko, A. & Muller, K., 2017 Jan 1, In : Advances in Neural Information Processing Systems. 2017-December, p. 992-1002 11 p.

Research output: Contribution to journalConference article

56 Citations (Scopus)
2014

Semi-Autonomous trajectory generation for mobile robots with integral haptic shared control

Masone, C., Giordano, P. R., Bulthoff, H. H. & Franchi, A., 2014 Sep 22, In : Proceedings - IEEE International Conference on Robotics and Automation. p. 6468-6475 8 p., 6907814.

Research output: Contribution to journalConference article

26 Citations (Scopus)
2013

An open-source hardware/software architecture for quadrotor UAVs

Spica, R., Giordano, P. R., Ryll, M., Bülthoff, H. H. & Franchi, A., 2013, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 2, PART 1, p. 198-205 8 p.

Research output: Contribution to journalConference article

5 Citations (Scopus)
12 Citations (Scopus)

Feedforward and feedback control behavior in helicopter pilots during a lateral reposition task

Drop, F. M., Pool, D. M., Van Paassen, M. M., Mulder, M. & Bülthoff, H. H., 2013, In : Annual Forum Proceedings - AHS International. 3, p. 1797-1811 15 p.

Research output: Contribution to journalConference article

3 Citations (Scopus)

Generalizing analytic shrinkage for arbitrary covariance structures

Bartz, D. & Müller, K. R., 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

11 Citations (Scopus)

Groupwise registration via graph shrinkage on the image manifold

Ying, S., Wu, G., Wang, Q. & Shen, D., 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2323-2330 8 p., 6619145.

Research output: Contribution to journalConference article

13 Citations (Scopus)

Prostate segmentation in CT images via spatial-constrained transductive lasso

Shi, Y., Liao, S., Gao, Y., Zhang, D., Gao, Y. & Shen, D., 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2227-2234 8 p., 6619133.

Research output: Contribution to journalConference article

25 Citations (Scopus)

Robust spatial filtering with beta divergence

Samek, W., Blythe, D., Müller, K. R. & Kawanabe, M., 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

24 Citations (Scopus)

Vision-based autonomous control of a quadrotor UAV using an onboard RGB-D camera and its application to haptic teleoperation

Stegagno, P., Basile, M., Bülthoff, H. H. & Franchi, A., 2013, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 2, PART 1, p. 87-92 6 p.

Research output: Contribution to journalConference article

6 Citations (Scopus)
2012

Deep boltzmann machines as feed-forward hierarchies

Montavon, G., Braun, M. L. & Müller, K. R., 2012, In : Journal of Machine Learning Research. 22, p. 798-804 7 p.

Research output: Contribution to journalConference article

6 Citations (Scopus)

Non-separable spatiotemporal brain hemodynamics contain neural information

Bießmann, F., Murayama, Y., Logothetis, N. K., Müller, K. R. & Meinecke, F. C., 2012, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7263 LNAI, p. 140-147 8 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Pitfalls in EEG-based brain effective connectivity analysis

Haufe, S., Nikulin, V. V., Nolte, G. & Müller, K. R., 2012, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7263 LNAI, p. 202-209 8 p.

Research output: Contribution to journalConference article

2011
Open Access
2 Citations (Scopus)

Fiber modeling and clustering based on neuroanatomical features

Wang, Q., Yap, P. T., Wu, G. & Shen, D., 2011, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6892 LNCS, PART 2, p. 17-24 8 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Identification of individuals with MCI via multimodality connectivity networks

Wee, C. Y., Yap, P. T., Zhang, D., Denny, K., Wang, L. & Shen, D., 2011, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6892 LNCS, PART 2, p. 277-284 8 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)
8 Citations (Scopus)
2010

Visual-vestibular feedback for enhanced situational awareness in teleoperation of UAVs

Robuffo Giordano, P., Deusch, H., Lachele, J. & Bulthoff, H. H., 2010, In : Annual Forum Proceedings - AHS International. 3, p. 2809-2818 10 p.

Research output: Contribution to journalConference article

7 Citations (Scopus)
2009

Stationary subspace analysis

Von Bunau, P., Meinecke, F. C. & Muller, K. R., 2009, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5441, p. 1-8 8 p.

Research output: Contribution to journalConference article

5 Citations (Scopus)
2008

A roll-lateral helicopter side-step maneuver on the MPI Motion Simulator

Beykirch, K. A., Nieuwenhuizen, F. M., Teufel, H. J., Nusseck, H. G. & Bülthoff, H. H., 2008, In : Annual Forum Proceedings - AHS International. 3, p. 2382-2389 8 p.

Research output: Contribution to journalConference article

6 Citations (Scopus)

A semi-dynamic bayesian network for human gesture recognition

Roh, M. C. & Lee, S. W., 2008, In : Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. p. 644-649 6 p., 4811350.

Research output: Contribution to journalConference article

Record linkage as dna sequence alignment problem

Hong, Y., Yang, T., Kang, J. & Lee, D., 2008, In : CTIT workshop proceedings series. WP 08, 02, p. 13-22 10 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)
2007

A microfluidic device for electrofusion of two plant cells

Ju, J., Ko, J. M., Cha, H. C. & Lee, S. H., 2007, In : IFMBE Proceedings. 14, 1, p. 302-305 4 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Poly(dimethylsiloxane)-based micro chamber with air permeable cover sheet for the protoplast of Nicotiana tabacum culture

Ju, J., Ko, J. M., Cha, H. C. & Lee, S. H., 2007, In : IFMBE Proceedings. 14, 1, p. 298-301 4 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)
2006

Gesture detection in low-quality video

Roh, M. C. & Lee, S. W., 2006, In : Proceedings - International Conference on Pattern Recognition. 4, p. 791-794 4 p., 1699959.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Human-robot interaction by whole body gesture spotting and recognition

Yang, H. D., Park, A. Y. & Lee, S. W., 2006, In : Proceedings - International Conference on Pattern Recognition. 4, p. 774-777 4 p., 1699955.

Research output: Contribution to journalConference article

11 Citations (Scopus)

Image-based material editing

Khan, E. A., Reinhard, E., Fleming, R. W. & Bülthoff, H. H., 2006 Jul, In : ACM Transactions on Graphics. 25, 3, p. 654-663 10 p.

Research output: Contribution to journalConference article

102 Citations (Scopus)

Tracking 3D human body using particle filter in moving monocular camera

Kim, S., Park, C. B. & Lee, S. W., 2006, In : Proceedings - International Conference on Pattern Recognition. 4, p. 805-808 4 p., 1699962.

Research output: Contribution to journalConference article

11 Citations (Scopus)
2005

2D and 3D full-body gesture database for analyzing daily human gestures

Hwang, B. W., Kim, S. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3644, PART I, p. 611-620 10 p.

Research output: Contribution to journalConference article

8 Citations (Scopus)

A scalable architecture for sip infrastructure using content addressable networks

Balasubramanian, R., Rhee, I. & Kang, J., 2005, In : IEEE International Conference on Communications. 2, p. 1314-1318 5 p., MC08-1.

Research output: Contribution to journalConference article

4 Citations (Scopus)

Authenticating corrupted facial images on stand-alone DSP system

Lee, S. W., Jung, H. C. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3546, p. 987-996 10 p.

Research output: Contribution to journalConference article

CLASSIC: Consistent longitudinal alignment and segmentation for serial image computing

Xue, Z., Shen, D. & Davatzikos, C., 2005, In : Lecture Notes in Computer Science. 3565, p. 101-113 13 p.

Research output: Contribution to journalConference article

5 Citations (Scopus)

Comparative study of name disambiguation problem using a scalable blocking-based framework

On, B. W., Kang, J., Lee, D. & Mitra, P., 2005, In : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. p. 344-353 10 p.

Research output: Contribution to journalConference article

84 Citations (Scopus)

Defending a web browser against spying with Browser Helper Objects

Park, B., Hong, S., Oh, J. & Lee, H., 2005, In : Lecture Notes in Computer Science. 3495, p. 638-639 2 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Estimating 3D object coordinates from markerless scenes

Kwon, K. W., Baik, S. W. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3516, III, p. 850-853 4 p.

Research output: Contribution to journalConference article

HackSim: An automation of penetration testing for remote buffer overflow vulnerabilities

Kwon, O. H., Lee, S. M., Lee, H., Kim, J., Kim, S. C., Nam, G. W. & Park, J. G., 2005, In : Lecture Notes in Computer Science. 3391, p. 652-661 10 p.

Research output: Contribution to journalConference article

3 Citations (Scopus)

Illumination invariant face recognition using linear combination of face exemplars

Moon, S. H., Lee, S. W. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3546, p. 112-121 10 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Integrating heterogeneous microarray data sources using correlation signatures

Kang, J., Yang, J., Xu, W. & Chopra, P., 2005, In : Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). 3615, p. 105-120 16 p.

Research output: Contribution to journalConference article

11 Citations (Scopus)

Object tracking with probabilistic hausdorff distance matching

Park, S. C. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3644, PART I, p. 233-242 10 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Perceiving simulated ego-motions in virtual reality -comparing large screen displays with HMDs

Riecke, B. E., Schulte-Pelkum, J. & Bülthoff, H. H., 2005, In : Proceedings of SPIE - The International Society for Optical Engineering. 5666, p. 344-355 12 p., 48.

Research output: Contribution to journalConference article

19 Citations (Scopus)

Protein secondary structure prediction using sequence profile and conserved domain profile

Woo, S. K., Park, C. B. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3645, PART II, p. 1-10 10 p.

Research output: Contribution to journalConference article

3 Citations (Scopus)

Real-time gesture recognition using 3D motion history model

Shin, H. K., Lee, S. W. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3644, PART I, p. 888-898 11 p.

Research output: Contribution to journalConference article

9 Citations (Scopus)

Reconstruction of 3D human body pose based on top-down learning

Yang, H. D., Park, S. K. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3644, PART I, p. 601-610 10 p.

Research output: Contribution to journalConference article

3 Citations (Scopus)

Robust face recognition across lighting variations using synthesized exemplars

Lee, S. W., Moon, S. H. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3644, PART I, p. 213-222 10 p.

Research output: Contribution to journalConference article

Stepwise reconstruction of high-resolution facial image based on interpolated morphable face model

Park, J. S. & Lee, S. W., 2005, In : Lecture Notes in Computer Science. 3546, p. 102-111 10 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)
2004

A connection management protocol for stateful inspection firewalls in multi-homed networks

Kim, J. H., Bahk, S. & Lee, H., 2004, In : IEEE International Conference on Communications. 4, p. 1887-1891 5 p.

Research output: Contribution to journalConference article

2 Citations (Scopus)

A consistency-based model selection for one-class classification

Tax, D. M. J. & Müller, K. R., 2004, In : Proceedings - International Conference on Pattern Recognition. 3, p. 363-366 4 p.

Research output: Contribution to journalConference article

37 Citations (Scopus)

Attack resiliency of network topologies

Lee, H. & Kim, J., 2004, In : Lecture Notes in Computer Science. 3320, p. 638-641 4 p.

Research output: Contribution to journalConference article