Research Output 1999 2018

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2018

Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation

Baek, S., Kim, K. I. & Kim, T. K. 19 Feb 2018 (Accepted/In press) Proc. CVPR.

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

Discriminators
Byproducts
Data acquisition
Cameras
Availability

High-order Tensor Regularization with Application to Attribute Ranking

Kim, K. I., Park, J. & Tompkin, J. 19 Feb 2018 (Accepted/In press) Proc. CVPR.

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

Tensors
Geometry
Derivatives

Multi-task Learning by Maximizing Statistical Dependence

Alami Mejjati, Y., Cosker, D. & Kim, K. I. 19 Feb 2018 (Accepted/In press) Proceedings of CVPR.

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

Random variables
Deep neural networks
2017

Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking

Tompkin, J., Kim, K. I., Pfister, H. & Theobalt, C. 2017 Proc. British Machine Vision Conference, 2017.

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

Unsupervised learning
Metadata
Labels
Geometry
Experiments

Predictor Combination at Test Time

Kim, K. I., Tompkin, J. & Richardt, C. 22 Oct 2017 Proceedings of the International Conference on Computer Vision (ICCV), 2017. IEEE, p. 3553-3561 9 p.

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

Learning algorithms
1 Citations

Real-Time online action detection forests using spatio-Temporal contexts

Baek, S., Kim, K. I. & Kim, T. K. 11 May 2017 Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 2017. IEEE, p. 158-167 10 p. 7926608

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

Classifiers
Statistics
Neural networks
Testing
Processing
2016

Improving style similarity metrics of 3D shapes

Dev, K., Kim, K. I., Villar, N. & Lau, M. 2016 Proc. Graphics Interface . 8 p.

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

Open Access
4 Citations

Monitoring dementia with automatic eye movements analysis

Zhang, Y., Wilcockson, T., Kim, K. I., Crawford, T., Gellersen, H. & Sawyer, P. 2016 Proc. KES International Conference on Intelligent Decision Technologies . p. 299-309 11 p.

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

2 Citations

Semi-supervised learning based on joint diffusion of graph functions and Laplacians

Kim, K. I. Oct 2016 Computer Vision - ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part V . Liebe, B., Matas, J., Sebe, M. & Welling, M. (eds.). Switzerland: Springer Verlag, p. 713-729 17 p. (Lecture Notes in Computer Science; vol. 9909)

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

2015
2 Citations

Context-guided diffusion for label propagation on graphs

Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C. 2015 Proc. IEEE International Conference on Computer Vision (ICCV), 2015. IEEE, p. 2776-2784 9 p.

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

Labels
Supervised learning
Tensors
Mathematical operators
Image processing

Local high-order regularization on data manifolds

Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C. 2015 Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. IEEE, p. 5473-5481 9 p.

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

4 Citations

Semi-supervised learning with explicit relationship regularization

Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C. 2015 Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. IEEE, p. 2188-2196 9 p.

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

2013
4 Citations

Curvature-aware regularization on Riemannian submanifolds

Kim, K. I., Tompkin, J. & Theobalt, C. 2013 Proc. IEEE International Conference on Computer Vision, 2013. IEEE, p. 881-888 8 p.

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

Submanifolds
Regularization
Graph Laplacian
Curvature
Point Cloud
2012
16 Citations

Background inpainting for videos with dynamic objects and a free-moving camera

Granados, M., Kim, K. I., Tompkin, J., Kautz, J. & Theobalt, C. 2012 Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part I. Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. (eds.). Berlin, Germany: Springer Verlag, p. 682-695 14 p. (Lecture Notes in Computer Science; vol. 7272)

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

2 Citations

Efficient learning-based image enhancement: application to super-resolution and compression artifact removal

Kwon, Y., Kim, K. I., Kim, J. H. & Theobalt, C. 2012 Proceedings of the British Machine Vision Conference, 2012 . Bowden, R., Collomosse, J. & Mikolajczyk, K. (eds.). p. 14.1-14.12 13 p.

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

7 Citations

Feature-based multi-video synchronization with subframe accuracy

Elhayek, A., Stoll, C., Kim, K. I., Seidel, H-P. & Theobalt, C. 2012 Proc. Annual Symposium of the German Association for Pattern Recognition (DAGM-OAGM). p. 266-275 10 p.

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

6 Citations

Match graph construction for large image databases

Kim, K. I., Tompkin, J., Theobald, M., Kautz, J. & Theobalt, C. 2012 Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part I. Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. (eds.). Berlin, Germany: Springer Verlag, p. 272-285 14 p. (Lecture Notes in Computer Science; vol. 7572)

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

17 Citations

Spatio-temporal motion tracking with unsynchronized cameras

Elhayek, A., Stoll, C., Hasler, N., Kim, K. I., Seidel, H-P. & Theobalt, C. 2012 Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. IEEE, p. 1870-1877 8 p.

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

2010

Semi-supervised regression using Hessian energy with an application to semi-supervised dimensionality reduction

Kim, K. I., Steinke, F. & Hein, M. 2010 Advances in Neural Information Processing Systems 22 (NIPS), 2009. p. 979-987 9 p.

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

2008
27 Citations

Automatic 3D face reconstruction from single images or video

Breuer, P., Kim, K. I., Kienzle, W., Schölkopf, B. & Blanz, V. 2008 Proc. IEEE International Conference on Automatic Face & Gesture Recognition, 2008. IEEE, p. 1-8 8 p.

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

Support vector machines
Face recognition
79 Citations

Example-based learning for single image super-resolution

Kim, K. I. & Kwon, Y. 2008 Proc. Annual Symposium of the German Association for Pattern Recognition (DAGM). p. 456-465 10 p.

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

26 Citations

Sparse multiscale Gaussian process regression

Walder, C., Kim, K. I. & Schölkopf, B. 2008 Proceedings of the.25th International Conference on Machine Learning (ICML), 2008. New York, U. S. A.: Association for Computing Machinery, p. 1112-1119 8 p.

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

Covariance matrix
Support vector machines
Costs
2005

Learning to remove JPEG artifacts

Kim, K. I., Kwon, Y., Kim, D. & Kim, J. H. 2005 Proc. Korea Information Science Society Conference. p. 778-780 3 p.

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

2004

Example-based learning for image super-resolution

Kim, K. I., Kim, D. & Kim, J. H. 2004 Proc. Tsinghua-KAIST Joint Workshop on Pattern Recognition. p. 140-148 9 p.

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

Kernel Hebbian algorithm for single-frame super-resolution

Kim, K. I., Franz, M. O. & Schölkopf, B. 2004 Proc. Workshop on Statistical Learning in Computer Vision (ECCV Workshop). p. 135-149 15 p.

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

2002
24 Citations

Text scanner with text detection technology on image sequences

Jung, K., Kim, K. I., Kurata, T., Kourogi, M. & Han, J. 2002 Proceedings of the 16th International Conference on Pattern Recognition, 2002 : Volume 3. Washington, U. S. A.: IEEE, p. 473-476 4 p.

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

2001
109 Citations

Learning-based approach for license plate recognition

Kim, K. K., Kim, J. B., Kim, K. I. & Kim, H. J. 31 Jan 2001 Neural Networks for Signal Processing X, 2000: Proc. IEEE International Workshop on Neural Networks for Signal Processing, 2000. Volume 2. Widrow, B., Larsen, J., Guan, L., Wilson, E., Paliwa, K., Douglas, S. & Adali, T. (eds.). IEEE, p. 614-623 10 p.

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

Railroad cars
Color
Character recognition
Parking
Support vector machines

Real-time application of face pose discrimination system using support vector machines

Jung, K., Kim, K. I. & Han, J. 2001 Proc. Conference of the Korean Human Computer Interaction Society. p. 441-446 6 p.

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

10 Citations

Recognition of facial images using support vector machines

Kim, K. I., Kim, J. H. & Jung, K. 2001 Proc. of the 11th IEEE Workshop on Statistical Signal Processing, 2001. IEEE, p. 468-471 4 p.

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

2000
4 Citations

A video indexing system using character recognition

Kim, E. Y., Kim, K. I., Jung, K. & Kim, H. J. 2000 Proc. IEEE International Conference on Consumer Electronics, 2000. IEEE, p. 358-359 2 p.

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

Character recognition
Automatic indexing
Textures
Neural networks

Neural network-based OCR for video indexing

Jung, K. Y., Jung, K., Kim, K. I., Kim, H. J. & Lee, C. W. 2000 Proc. International Conference on Advances in Pattern Recognition and Digital Techniques. p. 321-325 5 p.

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

Online cursive Korean character recognition using affine transformation with topological relations

Kim, K. I., Jung, K., Park, S. H. & Kim, H. J. 2000 Proc. International Conference on Advances in Pattern Recognition and Digital Techniques. p. 437-441 5 p.

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

1999

Vega Vision: a vision system for recognizing license plates

Kim, K. I., Kim, K. K., Park, S. H., Jung, K., Park, M. H. & Kim, H. J. 1999 Proc. IEEE International Symposium on Consumer Electronics, 1999. p. 176-181 6 p.

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