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Research

Dr Kwang In Kim

Formerly at Lancaster University

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  1. 2017
  2. Published

    Cracking Android pattern lock in five attempts

    Ye, G., Tang, Z., Fang, D., Chen, X., Kim, K. I., Taylor, B. & Wang, Z., 26/02/2017, Proceedings 2017 Network and Distributed System Security Symposium 2017 (NDSS'17). Reston VA: Internet Society, 15 p.

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

  3. 2016
  4. Published

    Monitoring dementia with automatic eye movements analysis

    Zhang, Y., Wilcockson, T., Kim, K. I., Crawford, T. J., Gellersen, H-W. G. & Sawyer, P. H., 18/06/2016, Intelligent Decision Technologies 2016: Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) – Part II. Czarnowski, I., Caballero, A. M., Howlett, R. J. & Jain, L. C. (eds.). Springer, p. 299-309 11 p. (Smart Innovation, Systems and Technologies; vol. 57).

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

  5. 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

  6. 2015
  7. 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

  8. 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 › Journal article

  9. 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 › Journal article

  10. 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 › Journal article

  11. 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

  12. 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

  13. 2014
  14. 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 › Journal article

  15. 2013
  16. 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 › Journal article

  17. 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

  18. 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

  19. 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 › Journal article

  20. 2012
  21. 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 › Journal article

  22. 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 › Journal article

  23. 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 › Journal article

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 2010
  30. 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

  31. 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 › Journal article

  32. 2008
  33. 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

  34. 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

  35. Published

    Automatic 3D face reconstruction from single images or video

    Breuer, P., Kim, K. I., Kienzle, W., Schölkopf, B. & Blanz, V., 2008, Automatic Face & Gesture Recognition, 2008. FG '08. 8th IEEE International Conference on. IEEE, p. 1-8 8 p.

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

  36. Published

    Example-based learning for single image super-resolution

    Kim, K. I. & Kwon, Y., 2008, Pattern Recognition: 30th DAGM Symposium, Munich, Germany, June 10-13, 2008, Proceedings. Rigoll, G. (ed.). Munich, Germany: Springer, p. 456-465 10 p. (Lecture Notes in Computer Science; vol. 5096).

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

  37. 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

  38. 2007
  39. Published

    Sparse multiscale Gaussian process regression

    Walder, C., Kim, K. I. & Schölkopf, B., 1/08/2007, Max Planck Institute for Biological Cybernetics.

    Research output: Working paper

  40. Published

    Automatic 3D face reconstruction from single images or video

    Breuer, P., Kim, K. I., Kienzle, W., Blanz, V. & Schölkopf, B., 1/02/2007, Max Planck Institute for Biological Cybernetics, 12 p.

    Research output: Working paper

  41. 2005
  42. Published

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

    Kim, K. I., Jung, K. & Kim, J. H., 2005, Support vector machines: theory and applications. Wang, L. (ed.). Springer Verlag, p. 297-320 24 p. (Studies in Fuzziness and Soft Computing).

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

  43. Published

    Iterative kernel principal component analysis for image modeling

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

    Research output: Contribution to journal › Journal article

  44. Published

    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: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper

  45. 2004
  46. Published

    Text information extraction in images and video: a survey

    Jung, K., Kim, K. I. & Jain, A. K., 05/2004, In : Pattern Recognition. 37, 5, p. 977-997 21 p.

    Research output: Contribution to journal › Journal article

  47. Published

    Example-based learning for image super-resolution

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

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

  48. Published

    Kernel Hebbian algorithm for single-frame super-resolution

    Kim, K. I., Franz, M. O. & Schölkopf, B., 2004, Statistical Learning in Computer Vision, ECCV 2004 Workshop, Prague, Czech Republic, May 2004. Leonardis, A. & Bischof, H. (eds.). Tubingen, Germany: Max Planck Institute fur biologische Kybernetik, p. 135-149 15 p.

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

  49. 2003
  50. Published

    Kernel Hebbian algorithm for iterative kernel principal component analysis

    Kim, K. I., Franz, M. O. & Schölkopf, B., 1/06/2003, Max Planck Institute for Biological Cybernetics, p. 1-13, 14 p. (Technical Reports; no. 109).

    Research output: Working paper

  51. Published

    Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift algorithm

    Kim, K. I., Jung, K. & Kim, J. H., 2003, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 25, 12, p. 1631-1639 9 p.

    Research output: Contribution to journal › Journal article

  52. 2002
  53. Published

    Face recognition using kernel principal component analysis

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

    Research output: Contribution to journal › Journal article

  54. Published

    Face recognition using support vector machines with local correlation kernels

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

    Research output: Contribution to journal › Journal article

  55. Published

    Support vector machines for texture classification

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

    Research output: Contribution to journal › Journal article

  56. Published

    Text scanner with text detection technology on image sequences

    Jung, K., Kim, K. I., Kurata, T., Kourogi, M. & Han, J., 2002, Proceedings of the International Conference on Pattern Recognition (ICPR). IEEE, Vol. 3. p. 473-476 4 p.

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

  57. 2001
  58. Published

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

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

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

  59. Published

    Recognition of facial images using support vector machines

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

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

  60. 2000
  61. Published

    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. p. 358-359 2 p.

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

  62. Published

    Learning-based approach for license plate recognition

    Kim, K. K., Kim, J. B., Kim, K. I. & Kim, H. J., 2000, Proc. IEEE International Workshop on Neural Networks for Signal Processing. p. 614-623 10 p.

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

  63. Published

    Neural network-based OCR for video indexing

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

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

  64. Published

    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: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper

  65. 1999
  66. Published

    Decomposition of Chinese character into strokes using mathematical morphology

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

    Research output: Contribution to journal › Journal article

  67. Published

    Locating car license plates using neural networks

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

    Research output: Contribution to journal › Journal article

  68. Published

    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. p. 176-181 6 p.

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

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