• 1 WEST 4.17

Accepting PhD Students

19992020
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Research Output 1999 2018

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

Improving Shape Deformation in Unsupervised Image-to-Image Translation

Gokaslan, A., Ramanujan, V., Ritchie, D., Kim, K. I. & Tompkin, J. 3 Jul 2018 (Accepted/In press) Proceedings of European Conference on Computer Vision (ECCV).

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

Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios

Sock, J., Kim, K. I., Sahin, C. & Kim, T. K. 2 Jul 2018 (Accepted/In press) Proc. of British Machine Vision Conference (BMVC).

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

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

Ranking CGANs: Subjective Control over Semantic Image Attributes

Saquil, Y., Kim, K. I. & Hall, P. 2 Jul 2018 (Accepted/In press) Proc. of British Machine Vision Conference (BMVC).

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

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
3 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
1 Citations

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
5 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
26 Citations

Efficient learning of image super-resolution and compression artifact removal with semi-local Gaussian processes

Kwon, Y., Kim, K. I., Tompkin, J., Kim, J. H. & Theobalt, C. 9 Jan 2015 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 9, p. 1792-1805 14 p.

Research output: Contribution to journalArticle

Super-resolution
Gaussian Process
Compression
Image enhancement
Image quality
6 Citations

Generalizing wave gestures from sparse examples for real-time character control

Rhodin, H., Tompkin, J., Kim, K. I., de Aguiar, E., Pfister, H., Seidel, H-P. & Theobalt, C. Nov 2015 In : ACM Transactions on Graphics. 34, 6, 12 p., 181

Research output: Contribution to journalArticle

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

6 Citations

Outdoor human motion capture by simultaneous optimization of pose and camera parameters

Elhayek, A., Stoll, C., Kim, K. I. & Theobalt, C. 23 Sep 2015 In : Computer Graphics Forum. 34, 6, p. 86-98 13 p.

Research output: Contribution to journalArticle

Cameras
Studios
Sensors
Mobile phones
Image quality
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

2014
13 Citations

Interactive motion mapping for real-time character control

Rhodin, H., Tompkin, J., Kim, K. I., Varanasi, K., Seidel, H-P. & Theobalt, C. May 2014 In : Computer Graphics Forum. 33, 2, p. 273-282 10 p.

Research output: Contribution to journalArticle

Animation
Pipelines
Hardware
Controllers
2013
23 Citations

Automatic noise modeling for ghost-free HDR reconstruction

Granados, M., Kim, K. I., Tompkin, J. & Theobalt, C. Nov 2013 In : ACM Transactions on Graphics. 32, 6, p. 201:1-201:10 10 p.

Research output: Contribution to journalArticle

Color
Pixels
6 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
9 Citations

Denoising strategies for time-of-flight data

Lenzen, F., Kim, K. I., Schäfer, H., Nair, R., Meister, S., Becker, F., Garbe, C. S. & Theobalt, C. Nov 2013 Time-of-Flight and Depth Imaging : Sensors, Algorithms and Applications - Dagstuhl Seminar 2012 and GCPR Workshop on Imaging New Modalities . Grzegorzek, M., Theobalt, C., Koch, R. & Kolb, A. (eds.). Berlin, Germany: Springer Verlag, p. 25-45 21 p. (Lecture Notes in COmputer Science)

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations

Preference and artifact analysis for video transitions of places

Tompkin, J., Kim, M. H., Kim, K. I., Kautz, J. & Theobalt, C. Aug 2013 In : ACM Transactions on Applied Perception. 10, 3, 19 p., 13

Research output: Contribution to journalArticle

Artifacts
Computer vision
Experiments
Cameras
Feedback
2012
18 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

3 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

19 Citations

How not to be seen: object removal from videos of crowded scenes

Granados, M., Tompkin, J., Kim, K. I., Grau, O., Kautz, J. & Theobalt, C. May 2012 In : Computer Graphics Forum. 31, 2 Part 1, p. 219-228 10 p.

Research output: Contribution to journalArticle

Pixels
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

NoRM: no-reference image quality metric for realistic image synthesis

Herzog, R., Cadik, M., Aydin, T. O., Kim, K. I., Myszkowski, K. & Seidel, H-P. May 2012 In : Computer Graphics Forum. 31, p. 545-554 10 p.

Research output: Contribution to journalArticle

Image quality
Light sources
Textures
Color
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

26 Citations

Videoscapes: exploring sparse, unstructured video collections

Tompkin, J., Kim, K. I., Kautz, J. & Theobalt, C. Jul 2012 In : ACM Transactions on Graphics. 31, 4, 12 p., 68

Research output: Contribution to journalArticle

Digital cameras
Mobile devices
Gages
Data structures
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

398 Citations

Single-image super-resolution using sparse regression and natural image prior

Kim, K. I. & Kwon, Y. Jun 2010 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 32, 6, p. 1127-1133 7 p.

Research output: Contribution to journalArticle

Super-resolution
Image resolution
Regression
Kernel Regression
Ridge Regression
2008
28 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
85 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

Example-based learning for single-image super-resolution and JPEG artifact removal

Kim, K. I. & Kwon, Y. 2008 Max Planck Institute for Biological Cybernetics Technical Reports. 29 p. 173

Research output: Chapter in Book/Report/Conference proceedingChapter

27 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

Suppressing artifacts in block DCT coded images based on re-encoding, regression, and image prior

Kwon, Y., Kim, K. I. & Kim, J. H. 2008 KAIST Department of Computer Science Technical Reports. 15 p. CS-TR-2008-293

Research output: Chapter in Book/Report/Conference proceedingChapter

2007

Automatic 3D face reconstruction from single images or video

Breuer, P., Kim, K. I., Kienzle, W., Blanz, V. & Schölkopf, B. 2007 Max Planck Institute for Biological Cybernetics Technical Reports. 12 p. 160

Research output: Chapter in Book/Report/Conference proceedingChapter

Sparse multiscale Gaussian process regression

Walder, C., Kim, K. I. & Schölkopf, B. 2007 Max Planck Institute for Biological Cybernetics Technical Reports. 14 p. 162

Research output: Chapter in Book/Report/Conference proceedingChapter

2005

Fast color texture-based object detection in images: application to license plate localization

Kim, K. I., Jung, K. & Kim, J. H. Jun 2005 Support Vector Machines: Theory and Applications. Wang, L. (ed.). Berlin, Germany: Springer Verlag, p. 297-320 24 p. (Studies in Fuzziness and Soft Computing; vol. 177)

Research output: Chapter in Book/Report/Conference proceedingChapter

212 Citations

Iterative kernel principal component analysis for image modeling

Kim, K. I., Franz, M. O. & Schölkopf, B. Sep 2005 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 9, p. 1351-1366 16 p.

Research output: Contribution to journalArticle

Image Modeling
Kernel Principal Component Analysis
Denoising
Principal component analysis
Super-resolution

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

565 Citations

Text information extraction in images and video: a survey

Jung, K., Kim, K. I. & Jain, A. K. 24 Jan 2004 In : Pattern Recognition. 37, 5, p. 977-997 21 p.

Research output: Contribution to journalArticle

Automatic indexing
Face recognition
2003

Kernel Hebbian algorithm for iterative kernel principal component analysis

Kim, K. I., Franz, M. O. & Schölkopf, B. 2003 Max Planck Institute for Biological Cybernetics Technical Reports. 14 p. 109

Research output: Chapter in Book/Report/Conference proceedingChapter

295 Citations
Mean Shift
Support vector machines
Texture
Support Vector Machine
Textures
2002

Face recognition using kernel principal component analysis

Kim, K. I., Jung, K. & Kim, H. J. Feb 2002 In : IEEE Signal Processing Letters. 9, 2, p. 40-42 3 p.

Research output: Contribution to journalArticle

24 Citations

Face recognition using support vector machines with local correlation kernels

Kim, K. I., Jung, K. & Kim, J. H. Feb 2002 In : International Journal of Pattern Recognition and Artificial Intelligence. 16, 1, p. 97-111 15 p.

Research output: Contribution to journalArticle

Face recognition
Support vector machines
Feature extraction
Pixels
Polynomials