Kim Steenstrup Pedersen

Kim Steenstrup Pedersen

Sektionsleder, Professor

ORCID: 0000-0003-3713-0960

Kommentarer til publikationsliste

Best paper award at the 3DPVT 2010 conference for the paper “On Recall Rate of Interest Point Detectors”. Henrik Aanæs, Anders Dahl and Kim Steenstrup Pedersen.
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  1. 2023
  2. Udgivet

    A Novel PLS2-Based Algorithm for Imputing Missing Values in Foodomics/Metabolomics Studies with multiple response variables

    Tashk, Ashkan, Engelsen, Søren Balling, Khakimov, Bekzod, Steenstrup Pedersen, Kim, Sørensen, Klavs Martin & Engstrøm, Ole-Christian Galbo, 2023.

    Publikation: Konferencebidrag › Poster › Forskning › fagfællebedømt

  3. Udgivet

    Improving Deep Learning on Hyperspectral Images of Grain by Incorporating Domain Knowledge from Chemometrics

    Engstrøm, Ole-Christian Galbo, Dreier, E. S., Jespersen, Birthe P Møller & Steenstrup Pedersen, Kim, 2023, Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, s. 485-494

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  4. Udgivet

    Rove-Tree-11: The not-so-Wild Rover. A hierarchically structured image dataset for deep metric learning research

    Hunt, Roberta Eleanor & Steenstrup Pedersen, Kim, 2023, Computer Vision – ACCV 2022: 16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Proceedings, Part I. Springer, s. 2967-2983 (Lecture Notes in Computer Science, Bind 13841).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  5. Udgivet

    Rove-Tree-11: The Not-so-Wild Rover a Hierarchically Structured Image Dataset for Deep Metric Learning Research

    Hunt, Roberta Eleanor & Steenstrup Pedersen, Kim, 2023, Computer Vision – ACCV 2022 - 16th Asian Conference on Computer Vision, Proceedings. Wang, L., Gall, J., Chin, T-J., Sato, I. & Chellappa, R. (red.). Springer, s. 425-441 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13845 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  6. 2021
  7. Udgivet

    Absolute and Relative Pose Estimation in Refractive Multi View

    Hu, X., Lauze, Francois Bernard, Steenstrup Pedersen, Kim & Melou, J., 2021, Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, s. 2569-2578

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  8. Udgivet

    Predicting Protein Content in Grain Using Hyperspectral Deep Learning

    Engstrøm, Ole-Christian Galbo, Dreier, E. S. & Steenstrup Pedersen, Kim, 2021, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) . IEEE, s. 1372-1380

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  9. 2020
  10. Udgivet

    Deep Learning for Detection of Railway Signs and Signals

    Karagiannis, G., Olsen, Søren Ingvor & Steenstrup Pedersen, Kim, 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference, CVC 2019, Las Vegas, Nevada, USA, 25-26 April 2019. Arai, K. & Kapoor, S. (red.). Springer, s. 1-15 (Advances in Intelligent Systems and Computing, Bind 943).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  11. 2019
  12. Udgivet

    A Cross-Center Smoothness Prior for Variational Bayesian Brain Tissue Segmentation

    Kouw, W. M., Ørting, S. N., Petersen, Jens, Steenstrup Pedersen, Kim & de Bruijne, Marleen, 1 jan. 2019, Information Processing in Medical Imaging : 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (red.). Springer, s. 360-371 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11492 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  13. 2018
  14. Udgivet

    From image acquisition with unmanned aerial vehicles (UAV) to patch spraying in farmer's fields

    Rasmussen, Jesper, Nielsen, J., Olsen, Søren Ingvor, Steenstrup Pedersen, Kim, Jensen, J. E. & Horfarter, R., 2018, 18th European Weed Research Society Symposium: book of abstracts. European Weed Research Society, s. 75 1 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning

  15. 2015
  16. Udgivet

    Pre-harvest assessment of perennial weeds in cereals based on images from unmanned aerial systems (UAS)

    Egilsson, J., Steenstrup Pedersen, Kim, Olsen, Søren Ingvor, Nielsen, J., Ntakos, G. & Rasmussen, Jesper, 2015. 1 s.

    Publikation: Konferencebidrag › Poster › Forskning

  17. 2014
  18. Udgivet

    Support vector machines for active learning

    Kremer, J., Steenstrup Pedersen, Kim & Igel, Christian, 2014, Second European Conference on Data Analysis: program & abstracts . s. 38 1 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning

  19. 2013
  20. Udgivet

    Learning models of activities involving interacting objects

    Manfredotti, C., Steenstrup Pedersen, Kim, Hamilton, H. J. & Zilles, S., 2013, Advances in Intelligent Data Analysis XII: 12th International Symposium, IDA 2013, London, UK, October 17-19, 2013, Proceedings. Tucker, A., Höppner, F., Siebes, A. & Swift, S. (red.). Springer, s. 285-297 13 s. (Lecture notes in computer science, Bind 8207).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  21. Udgivet

    Nearest neighbour regression outperforms model-based prediction of specific star formation rate

    Stensbo-Smidt, K., Igel, Christian, Zirm, A. W. & Steenstrup Pedersen, Kim, 2013, 2013 IEEE International Conference on Big Data. IEEE, s. 141-144 4 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  22. Udgivet

    Shape index descriptors applied to texture-based galaxy analysis

    Steenstrup Pedersen, Kim, Stensbo-Smidt, K., Zirm, A. W. & Igel, Christian, 2013, 2013 IEEE International Conference on Computer Vision (ICCV). IEEE, s. 2440-2447 8 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  23. 2012
  24. Udgivet

    Jet-based local image descriptors

    Boesen Lindbo Larsen, A., Darkner, Sune, Dahl, A. L. & Steenstrup Pedersen, Kim, 2012, Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part III. Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. (red.). Springer, s. 638-650 13 s. (Lecture notes in computer science, Bind 7574).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  25. Udgivet

    Spatial measures between human poses for classification and understanding

    Hauberg, S. & Steenstrup Pedersen, Kim, 2012, Articulated Motion and Deformable Objects: 7th International Conference, AMDO 2012, Port d’Andratx, Mallorca, Spain, July 11-13, 2012. Proceedings. Perales, F. J., Fisher, R. B. & Moeslund, T. B. (red.). Springer, s. 26-36 11 s. (Lecture notes in computer science, Bind 7378).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  26. 2011
  27. Udgivet

    A physically natural metric for human motion and the associated Brownian motion model

    Hauberg, S. & Steenstrup Pedersen, Kim, 2011.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  28. Udgivet

    An empirical study on the performance of spectral manifold learning techniques

    Mysling, P., Hauberg, S. & Steenstrup Pedersen, Kim, 2011, Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (red.). Springer, s. 347-354 8 s. (Lecture notes in computer science, Bind 6791).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  29. Udgivet

    Data-driven importance distributions for articulated tracking

    Hauberg, S. & Steenstrup Pedersen, Kim, 2011, Energy Minimization Methods in Computer Vision and Pattern Recognition: 8th International Conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011. Proceedings. Boykov, Y., Kahl, F., Lempitsky, V. & Schmidt, F. R. (red.). Springer, s. 287-299 13 s. (Lecture notes in computer science, Bind 6819).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  30. Udgivet

    Finding the best feature detector-descriptor combination

    Dahl, A. L., Aanæs, H. & Steenstrup Pedersen, Kim, 2011, 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT). IEEE, s. 318-325 8 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  31. Udgivet

    Stick it! Articulated tracking using spatial rigid object priors

    Hauberg, S. & Steenstrup Pedersen, Kim, 2011, Computer Vision – ACCV 2010: 10th Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected Papers, Part III. Kimmel, R., Klette, R. & Sugimoto, A. (red.). Springer, Bind III. s. 758-769 12 s. (Lecture notes in computer science, Bind 6494).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  32. Udgivet

    Unscented Kalman filtering for articulated human tracking

    Boesen Lindbo Larsen, A., Hauberg, S. & Steenstrup Pedersen, Kim, 2011, Image Analysis: 17th Scandinavian Conference, SCIA 2011, Ystad, Sweden, May 2011. Proceedings. Heyden, A. & Kahl, F. (red.). Springer, s. 228-237 10 s. (Lecture notes in computer science, Bind 6688).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  33. 2010
  34. Udgivet

    Dense marker-less three dimensional motion capture

    Hauberg, S., Jensen, B. R., Engell-Nørregård, M. P., Erleben, Kenny & Steenstrup Pedersen, Kim, 2010. 4 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  35. Udgivet

    Gaussian-like spatial priors for articulated tracking

    Hauberg, S., Sommer, Stefan Horst & Steenstrup Pedersen, Kim, 2010, Computer Vision - ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part I. Daniilidis, K., Maragos, P. & Paragios, N. (red.). Springer, Bind Part I. s. 425-437 13 s. (Lecture notes in computer science; Nr. 6311).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  36. Udgivet

    On recall rate of interest point detectors

    Aanæs, H., Lindbjerg Dahl, A. & Steenstrup Pedersen, Kim, 2010, Electronic Proceedings of 3DPVT'10: The Fifth International Symposium on 3D Data Processing, Visualization and Transmission. s. 1-8 8 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  37. 2009
  38. Udgivet

    A SVD Based Image Complexity Measure

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2009, VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS. Bind 2. s. 34-39 6 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  39. Udgivet

    Interactive inverse kinematics for human motion estimation

    Engell-Nørregård, M. P., Hauberg, S., Lapuyade, J., Erleben, Kenny & Steenstrup Pedersen, Kim, 2009, Vriphys 09: 6th Workshop on Virtual reality Interactions and Physical Simulations. Prautzsch, H., Schmitt, A., Bender, J. & Teschner, M. (red.). s. 77-84

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  40. Udgivet

    On the Rate of Structural Change in Scale Spaces

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim, Lauze, Francois Bernard & Nielsen, Mads, 2009, Proceedings of Scale Space and Variational Methods in Computer Vision (SSVM) 09. Springer, Bind 5567. s. 832-843 11 s. (Lecture notes in computer science, Bind 5567/209).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  41. Udgivet

    Three dimensional monocular human motion analysis in end-effector space

    Hauberg, S., Lapuyade, J., Engell-Nørregård, M. P., Erleben, Kenny & Steenstrup Pedersen, Kim, 2009, Energy Minimization Methods in Computer Vision and Pattern Recognition: 7th International Conference, EMMCVPR 2009, Bonn, Germany, August 24-27, 2009. Proceedings. Cremers, D., Boykov, Y., Blake, A. & Schmidt, F. R. (red.). Springer, s. 235-248 14 s. (Lecture notes in computer science, Bind 5681).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  42. 2008
  43. Udgivet

    Multi-Scale Natural Images: A database and some statistics

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2008, Proceedings of 16'th Danish Conference on Pattern Recognition and Image Analysis (DSAGM) 2008. Olsen, S. I. (red.). Department of Computer Science, University of Copenhagen, 2 s. (DIKU Technical Report; Nr. 08-10).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning

  44. 2007
  45. Udgivet

    A curious robot: An explorative-exploitive inference algorithm

    Steenstrup Pedersen, Kim & Johansen, P., 2007, RoboMat 07: Coimbra, Portugal, 17-19 September, 2007. Araujo, H. & Ribeiro, M. I. (red.). CIM (Centro Internacional de Matematica), s. 51-57 6 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  46. Udgivet

    Generic maximum likely scale selection

    Steenstrup Pedersen, Kim, Loog, M. & Markussen, Bo, 2007, Scale Space and Variational Methods in Computer Vision: First International conference , SSVM 2007, Ischia, Italy, May 30 - June 2, 2007. Proceedings. Sgallari, F., Murli, A. & Paragios, N. (red.). Springer, s. 362-373 12 s. (Lecture notes in computer science; Nr. 4485).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  47. Udgivet

    Geometric and Texture Inpainting by Gibbs Sampling

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2007, Proceedings SSBA 2007: Symposium on inage analysis, Linköping, March 14-14, 2007. Borga, M., Brun, A. & Felsberg, M. (red.). Linköpings Universitet, 4 s. (Institutionen för medicinsk teknik, Universitetet i Linköping; Nr. LiU-IMT-R-0047).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  48. Udgivet

    Image Inpainting by Cooling and Heating

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2007, Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer, s. 591-600 10 s. (Lecture notes in computer science; Nr. 4522).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  49. Udgivet

    Salient Point and Scale Detection by Minimum Likelihood

    Steenstrup Pedersen, Kim, Loog, M. & van Dorst, P., 2007, Gaussian processes in practice. Microtome Publishing, s. 59-72 14 s. (JMLR: Workshop and Conference Proceedings; Nr. 1).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  50. 2005
  51. Udgivet

    A scale invariant covariance structure on jet space

    Steenstrup Pedersen, Kim, Loog, M. & Markussen, Bo, 2005, Deep Structure, Singularities, and Computer Vision. <Forlag uden navn>, s. 12-23 (Lecture notes in computer science, Bind 3753/2005).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  52. Detecting Interlaced or Progressive Source of Video

    Keller, S. H., Steenstrup Pedersen, Kim & Lauze, F., 2005, IEEE 7th Workshop on Multimedia Signal Processing. IEEE Signal Processing Society, s. 181-184

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  53. Udgivet

    Maximum likely scale estimation

    Loog, M., Steenstrup Pedersen, Kim & Markussen, Bo, 2005, Deep Structure, Singularities, and Computer Vision. Springer, s. 146-156 (Lecture notes in computer science, Bind 3753/2005).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  54. On a Kernels, Lévy Processes, and Natural Image Statistics

    Steenstrup Pedersen, Kim, Duits, R. & Nielsen, M., 2005, Scale Space and PDE Methods in Computer Vision. <Forlag uden navn>, s. 468-479 (Lecture notes in computer science, Bind 3459/2005).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  55. 2004

  56. Brownian Images: a generic background model

    Steenstrup Pedersen, Kim & Lillholm, Martin, 2004, Proceedings of the ECCV'04 Workshop on Statistical Learning in Computer Vision.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  57. Jet based feature classification

    Lillholm, Martin & Steenstrup Pedersen, Kim, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004: ICPR 2004. IEEE, s. 787-790 4 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  58. 2003

  59. Generalized Context Learning

    Johansen, P. & Steenstrup Pedersen, Kim, 2003, Proceedings fra den 12. Danske Konference om Mønstergenkendelse og Billedbehandling. 03/06 udg. Department of Computer Science, University of Copenhagen, s. 82-92

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning

  60. Udgivet

    Properties of Brownian Image Models in Scale-Space

    Steenstrup Pedersen, Kim, 2003, Scale Space Methods in Computer Vision: 4th International Conference, Scale Space 2003 Isle of Skye, UK, June 10–12, 2003 Proceedings. <Forlag uden navn>, s. 281-296 (Lecture notes in computer science, Bind 2695/2003).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  61. 2001
  62. Udgivet

    Computing Optic Flow by Scale-Space Integration of Normal Flow

    Steenstrup Pedersen, Kim & Nielsen, Mads, 2001, Proceedings of DSAGM'01, Den 10. Danske Konference om Mønstergenkendelse og Billedanalyse. s. 124-135 (DIKU teknisk rapport; Nr. 01-04).

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning

  63. 1999
  64. Udgivet

    The Hausdorff Dimension and Scale-Space Normalization of 'Natural Images'

    Steenstrup Pedersen, Kim & Nielsen, Mads, 1999.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

ID: 545595