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Research

Dr Kwang In Kim

Formerly at Lancaster University

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  1. 2008
  2. Published

    Sparse multiscale Gaussian process regression

    Walder, C., Kim, K. I. & Schölkopf, B., 2008, Proc. International Conference on Machine Learning (ICML) 2008. Tuebingen, Germany: Max Planck Institute for Biological Cybernetics, p. 1112-1119 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

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

    Kim, K. I. & Kwon, Y., 1/08/2008, Max Planck Institute for Biological Cybernetics, p. 1-28, 29 p. (Technical Report; no. TR-173).

    Research output: Working paper

  4. Published

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

    Kwon, Y., Kim, K. I. & Kim, J. H., 1/10/2008, KAIST Department of Computer Science, p. 1-14, 15 p.

    Research output: Working paper

  5. 2010
  6. Published

    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 (NIPS). Germany: MPI for Biological Cybernetics, p. 979-987 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

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

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

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. 2012
  9. Published

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

    Granados, M., Kim, K. I., Tompkin, J., Kautz, J. & Theobalt, C., 2012, Proceedings of the 12th European conference on Computer Vision (ECCV '12). Berlin, Heidelberg: Springer-Verlag, Vol. 1. p. 682-695 14 p. (ECCV'12).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

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

    Kwon, Y., Kim, K. I., Kim, J. H. & Theobalt, C., 2012, Proc. British Machine Vision Conference (BMVC) 2012. p. 14.1-14.12 13 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Feature-based multi-video synchronization with subframe accuracy

    Elhayek, A., Stoll, C., Kim, K. I., Seidel, H-P. & Theobalt, C., 2012, Pattern recognition: Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012. Proceedings. Pinz, A., Pock, T., Bischof, H. & Liberl, F. (eds.). Berlin: Springer Verlag, p. 266-275 10 p. (Lecture Notes in Computer Science; vol. 7476).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    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. Springer, p. 272-285 14 p. (Lecture Notes in Computer Science; vol. 7572).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Spatio-temporal motion tracking with unsynchronized cameras

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

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    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., 05/2012, In: Computer Graphics Forum. 31, 2 Pt 1, p. 219-228 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    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., 05/2012, In: Computer Graphics Forum. 31, 2 Pt 3, p. 545-554 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Videoscapes: exploring sparse, unstructured video collections

    Tompkin, J., Kim, K. I., Kautz, J. & Theobalt, C., 1/07/2012, In: ACM Transactions on Graphics. 31, 4, p. 68:1-68:12

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. 2013
  18. Published

    Curvature-aware regularization on Riemannian submanifolds

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

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  19. Published

    Denoising strategies for time-of-flight data

    Lenzen, F., Kim, K. I., Nair, R., Meister, S., Schäfer, H., Becker, F., Garbe, C. & Theobalt, C., 2013, Time-of-flight imaging : algorithms, sensors and applications. Grzegorzek, M., Theobalt, C., Koch, R. & Kolb, A. (eds.). Springer, Vol. 8200 . p. 25-45 21 p. (Lecture Notes in Computer Science).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  20. Published

    Preference and artifact analysis for video transitions of places

    Tompkin, J., Kim, M. H., Kim, K. I., Kautz, J. & Theobalt, C., 2013, In: ACM Transactions on Applied Perception. 10, 3, p. 13:1-19

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Automatic noise modeling for ghost-free HDR reconstruction

    Granados, M., Kim, K. I., Tompkin, J. & Theobalt, C., 11/2013, In: ACM Transactions on Graphics. 32, 6, p. 201:1-201:10 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. 2014
  23. Published

    Interactive motion mapping for real-time character control

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

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. 2015
  25. Published

    Local high-order regularization on data manifolds

    Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C., 8/06/2015, Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on . IEEE, p. 5473-5481 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Semi-supervised learning with explicit relationship regularization

    Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C., 8/06/2015, Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on . IEEE, p. 2188-2196 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

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

    Elhayek, A., Stoll, C., Kim, K. I. & Theobalt, C., 09/2015, In: Computer Graphics Forum. 34, 6, p. 86-98 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    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., 1/09/2015, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 9, p. 1792-1805 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    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., 11/2015, In: ACM Transactions on Graphics (Proc. SIGGRAPH Asia). 34, 6, 181.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Context-guided diffusion for label propagation on graphs

    Kim, K. I., Tompkin, J., Pfister, H. & Theobalt, C., 7/12/2015, 2015 IEEE International Conference on Computer Vision (ICCV). IEEE, p. 2776-2784 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  31. 2016
  32. Published

    Improving style similarity metrics of 3D shapes

    Dev, K., Kim, K. I., Villar, N. & Lau, M., 1/06/2016, Proceedings of Graphics Interface 2016: Victoria, British Columbia, Canada: 1-3 June 2016. Canadian Human-Computer Communications Society / Société canadienne du dialogue humain-machine., 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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