Department of Computer Science
 
sillhouette

Senior Lecturer

1 West 4.17

Dept of Computer Science

Email: k.kim@bath.ac.uk

 

Dr Kwang In Kim

Profile

I am interested in computer vision, computer graphics, and machine learning.

My current research interests focus on mining, processing, and displaying image and video data.

I have also worked on modeling and enhancement of images and video, especially in the context of denoising, artifact removal, super-resolution, and deblurring and on algorithmic aspects of machine learning including semi-supervised learning, sparse Bayesian inference, and link-prediction in graphs.

Publications

Kim, K. I., Tompkin, J. and Richardt, C., 2017. Forthcoming. Predictor Combination at Test Time. In: Proceedings of the International Conference on Computer Vision. IEEE Computer Society.

Baek, S., Kim, K. I. and Kim, T. K., 2017. Real-Time online action detection forests using spatio-Temporal contexts. In: 17th IEEE Winter Conference on Applications of Computer Vision, WACV 2017, 2017-03-24 - 2017-03-31. Institute of Electrical and Electronics Engineers Inc., pp. 158-167.

Tompkin, J., Kim, K. I., Pfister, H. and Theobalt, C., 2017. Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking. In: BMVC 2017: The British Machine Vision Conference, 2017-09-04 - 2017-09-07.

Kim, K. I., 2016. Semi-supervised learning based on joint diffusion of graph functions and Laplacians. In: Liebe, B., Matas, J., Sebe, M. and Welling, M., eds. European Conference on Computer Vision 2016, 2016-10-08 - 2016-10-16. Switzerland: Springer Verlag, pp. 713-729.

Dev, K., Kim, K. I., Villar, N. and Lau, M., 2016. Improving style similarity metrics of 3D shapes.

Zhang, Y., Wilcockson, T., Kim, K. I., Crawford, T., Gellersen, H. and Sawyer, P., 2016. Monitoring dementia with automatic eye movements analysis.

Rhodin, H., Tompkin, J., Kim, K. I., de Aguiar, E., Pfister, H., Seidel, H.-P. and Theobalt, C., 2015. Generalizing wave gestures from sparse examples for real-time character control. ACM Transactions on Graphics, 34 (6), 181.

Elhayek, A., Stoll, C., Kim, K. I. and Theobalt, C., 2015. Outdoor human motion capture by simultaneous optimization of pose and camera parameters. Computer Graphics Forum, 34 (6), pp. 86-98.

Kwon, Y., Kim, K. I., Tompkin, J., Kim, J. H. and Theobalt, C., 2015. Efficient learning of image super-resolution and compression artifact removal with semi-local Gaussian processes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (9), pp. 1792-1805.

Kim, K. I., Tompkin, J., Pfister, H. and Theobalt, C., 2015. Context-guided diffusion for label propagation on graphs. In: 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) Date of Conference:, 2015-12-07 - 2015-12-13. IEEE, pp. 2776-2784.

Kim, K. I., Tompkin, J., Pfister, H. and Theobalt, C., 2015. Local high-order regularization on data manifolds. IEEE, pp. 5473-5481.

Kim, K. I., Tompkin, J., Pfister, H. and Theobalt, C., 2015. Semi-supervised learning with explicit relationship regularization. IEEE, pp. 2188-2196.

Rhodin, H., Tompkin, J., Kim, K. I., Varanasi, K., Seidel, H.-P. and Theobalt, C., 2014. Interactive motion mapping for real-time character control. Computer Graphics Forum, 33 (2), pp. 273-282.

Granados, M., Kim, K. I., Tompkin, J. and Theobalt, C., 2013. Automatic noise modeling for ghost-free HDR reconstruction. ACM Transactions on Graphics, 32 (6), 201:1-201:10.

Lenzen, F., Kim, K. I., Schäfer, H., Nair, R., Meister, S., Becker, F., Garbe, C. S. and Theobalt, C., 2013. Denoising strategies for time-of-flight data. In: Grzegorzek, M., Theobalt, C., Koch, R. and Kolb, A., eds. Time-of-Flight and Depth Imaging. Berlin, Germany: Springer Verlag, pp. 25-45.

Tompkin, J., Kim, M. H., Kim, K. I., Kautz, J. and Theobalt, C., 2013. Preference and artifact analysis for video transitions of places. ACM Transactions on Applied Perception, 10 (3), 13.

Kim, K. I., Tompkin, J. and Theobalt, C., 2013. Curvature-aware regularization on Riemannian submanifolds. In: 2013 IEEE International Conference on Computer Vision, 2013-12-01 - 2013-12-08. IEEE, pp. 881-888.

Tompkin, J., Kim, K. I., Kautz, J. and Theobalt, C., 2012. Videoscapes: exploring sparse, unstructured video collections. ACM Transactions on Graphics, 31 (4), 68.

Granados, M., Tompkin, J., Kim, K. I., Grau, O., Kautz, J. and Theobalt, C., 2012. How not to be seen: object removal from videos of crowded scenes. Computer Graphics Forum, 31 (2 Part 1), pp. 219-228.

Herzog, R., Cadik, M., Aydin, T. O., Kim, K. I., Myszkowski, K. and Seidel, H.-P., 2012. NoRM: no-reference image quality metric for realistic image synthesis. Computer Graphics Forum, 31, pp. 545-554.

Granados, M., Kim, K. I., Tompkin, J., Kautz, J. and Theobalt, C., 2012. Background inpainting for videos with dynamic objects and a free-moving camera. Berlin, Germany: Springer Verlag, pp. 682-695.

Kwon, Y., Kim, K. I., Kim, J. H. and Theobalt, C., 2012. Efficient learning-based image enhancement:application to super-resolution and compression artifact removal. In: Bowden, R., Collomosse, J. and Mikolajczyk, K., eds. British Machine Vision Conference, 2012, 2012-09-03 - 2012-09-07.

Elhayek, A., Stoll, C., Kim, K. I., Seidel, H.-P. and Theobalt, C., 2012. Feature-based multi-video synchronization with subframe accuracy.

Kim, K. I., Tompkin, J., Theobald, M., Kautz, J. and Theobalt, C., 2012. Match graph construction for large image databases. Berlin, Germany: Springer Verlag, pp. 272-285.

Elhayek, A., Stoll, C., Hasler, N., Kim, K. I., Seidel, H.-P. and Theobalt, C., 2012. Spatio-temporal motion tracking with unsynchronized cameras. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012, 2012-06-16 - 2012-06-21. IEEE, pp. 1870-1877.

Kim, K. I. and Kwon, Y., 2010. Single-image super-resolution using sparse regression and natural image prior. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32 (6), pp. 1127-1133.

Kim, K. I., Steinke, F. and Hein, M., 2010. Semi-supervised regression using Hessian energy with an application to semi-supervised dimensionality reduction.

Breuer, P., Kim, K.- I., Kienzle, W., Schölkopf, B. and Blanz, V., 2008. Automatic 3D face reconstruction from single images or video. In: 8th International Conference on Automatic Face & Gesture Recognition (FG 08), 2008, 2008-09-17 - 2008-09-19. IEEE, pp. 1-8.

Kim, K. I. and Kwon, Y., 2008. Example-based learning for single image super-resolution.

Kim, K. I. and Kwon, Y., 2008. Example-based learning for single-image super-resolution and JPEG artifact removal. In: Max Planck Institute for Biological Cybernetics Technical Reports. .

Walder, C., Kim, K. I. and Schölkopf, B., 2008. Sparse multiscale Gaussian process regression. In: 25th International Conference on Machine Learning (ICML), 2008, 2008-06-05 - 2008-06-09. New York, U. S. A.: ACM, pp. 1112-1119.

Kwon, Y., Kim, K. I. and Kim, J. H., 2008. Suppressing artifacts in block DCT coded images based on re-encoding, regression, and image prior. In: KAIST Department of Computer Science Technical Reports. .

This list was generated on Sun Oct 22 01:28:14 2017 IST.

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