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Accepting PhD Students

19992020
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Research Output 1999 2018

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Article
2015
27 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
8 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

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
2014
15 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
25 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
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
22 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

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
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
425 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
2005
213 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
2004
572 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
304 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
269 Citations

Support vector machines for texture classification

Kim, K. I., Jung, K., Park, S. H. & Kim, H. J., Nov 2002, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 11, p. 1542-1550 9 p.

Research output: Contribution to journalArticle

Texture Classification
Support vector machines
Support Vector Machine
Textures
Extractor
1999
8 Citations

Decomposition of Chinese character into strokes using mathematical morphology

Kim, J. W., Kim, K. I., Choi, B. J. & Kim, H. J., Mar 1999, In : Pattern Recognition Letters. 20, 3, p. 285-292 8 p.

Research output: Contribution to journalArticle

Mathematical morphology
Character recognition
Elongation
Decomposition
Experiments
98 Citations

Locating car license plates using neural networks

Park, S. H., Kim, K. I., Jung, K. & Kim, H. J., Aug 1999, In : Electronics Letters. 35, 17, p. 1475-1477 3 p.

Research output: Contribution to journalArticle

Railroad cars
Neural networks