Kim Steenstrup Pedersen

Research output

Research output per year 1999 2001 2003 2005 2007 2008 2009 2011 2012 2013 2019

• 31 Article in proceedings
• 12 Journal article
• 7 Report
• 3 Conference abstract in proceedings
• 19 More
  • 3 Report chapter
  • 3 Conference abstract for conference
  • 3 Editorial
  • 2 Book
  • 1 Anthology
  • 1 Ph.D. thesis
  • 1 Book chapter
  • 1 Preface/postscript
  • 1 Paper
  • 1 Poster
  • 1 Review
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2006

  Minimum Likelihood Image Feature and Scale Detection Based on the Brownian Image Model

  Pedersen, K. S., van Dorst, P. & Loog, M., 2006

  Research output: Other contribution › Research

  • Random processes 100%
• 2005

  A scale invariant covariance structure on jet space

  Pedersen, K. S., Loog, M. & Markussen, B., 2005, Deep Structure, Singularities, and Computer Vision. <Forlag uden navn>, p. 12-23 (Lecture notes in computer science, Vol. 3753/2005).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Jet Space 100%
  • Scale Invariant 84%
  • Covariance Structure 77%
  • Image Model 71%
  • Scale Invariance 64%
  3 Citations (Scopus)

• Detecting Interlaced or Progressive Source of Video

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

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Detectors 100%

• Maximum likely scale estimation

  Loog, M., Pedersen, K. S. & Markussen, B., 2005, Deep Structure, Singularities, and Computer Vision. Springer, p. 146-156 (Lecture notes in computer science, Vol. 3753/2005).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  3 Citations (Scopus)

• On a Kernels, Lévy Processes, and Natural Image Statistics

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

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Statistics 100%
  • Set theory 56%
  • Random processes 47%
  • Probability distributions 42%
• 2004

  Brownian Images: a generic background model

  Pedersen, K. S. & Lillholm, M., 2004, Proceedings of the ECCV'04 Workshop on Statistical Learning in Computer Vision.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Taylor series 100%
  • Derivatives 89%
  • Detectors 21%
  • Pixels 20%

• Jet based feature classification

  Lillholm, M. & Pedersen, K. S., 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004: ICPR 2004. IEEE, p. 787-790 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Taylor series 100%
  5 Citations (Scopus)
• 2003

  Generalized Context Learning

  Johansen, P. & Pedersen, K. S., 2003, Proceedings fra den 12. Danske Konference om Mønstergenkendelse og Billedbehandling. 03/06 ed. Department of Computer Science, University of Copenhagen, p. 82-92

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

• Properties of Brownian Image Models in Scale-Space

  Pedersen, K. S., 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>, p. 281-296 (Lecture notes in computer science, Vol. 2695/2003).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Covariance matrix 100%
  • Statistics 73%
  • White noise 53%
  • Power spectrum 52%
  9 Citations (Scopus)

• Statistics of Natural Image Geometry

  Pedersen, K. S., 2003, Department of Computer Science, University of Copenhagen. 167 p.

  Research output: Book/Report › Ph.D. thesis

• The Nonlinear Statistics of High-contrast Patches in Natural Images

  Lee, A., Pedersen, K. S. & Mumford, D., 2003, In: International Journal of Computer Vision. 54, 1-3, p. 83-103

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Probability distributions 100%
  • Statistics 79%
  • Multiresolution analysis 68%
  • Pixels 39%
  • Geometry 32%
  159 Citations (Scopus)
• 2002

  Toward a Full probability Model of Edges in Natural Images

  Pedersen, K. S. & Lee, A. B., 2002, Proceedings of the 7th European Conference on Computer Vision. Springer, p. 328-342

  Research output: Chapter in Book/Report/Conference proceeding › Report chapter › Research

  12 Citations (Scopus)

• Toward a Full Probability Model of Edges in Natural Images, APPTS Report #02-1

  Pedersen, K. S. & Lee, A. B., 2002, DAM, Brown University, USA. 16 p.

  Research output: Book/Report › Report › Communication
• 2001

  Computing Optic Flow by Scale-Space Integration of Normal Flow

  Pedersen, K. S. & Nielsen, M., 2001, Scale-Space and Morphology in Computer Vision:Proceeding of Scale-space 2001: , Lecture Notes in Computer Science, Vol. 2106. Springer, Vol. 2106. p. 14-25

  Research output: Chapter in Book/Report/Conference proceeding › Report chapter › Research

  9 Citations (Scopus)

• Computing Optic Flow by Scale-Space Integration of Normal Flow

  Pedersen, K. S. & Nielsen, M., 2001, Proceedings of DSAGM'01, Den 10. Danske Konference om Mønstergenkendelse og Billedanalyse. p. 124-135 (DIKU teknisk rapport; No. 01-04).

  Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research

  9 Citations (Scopus)

• The Complex Statistics of High-contrast Patches in Natural Images

  Lee, A. B., Pedersen, K. S. & Mumford, D., 2001, WWW Proceedings of Second International IEEE Workshop on Statistical and Computational Theories of Vision. p. 31

  Research output: Chapter in Book/Report/Conference proceeding › Report chapter › Research › peer-review

• The Nonlinear Statistics of High-contrast Patches in Natural Images, APPTS Report #01-3

  Lee, A. B., Pedersen, K. S. & Mumford, D., 2001, DAM, Brown University, USA. 36 p.

  Research output: Book/Report › Report › Research

• Turbulence in Optical Flow Fields

  Pedersen, K. S., 2001, Datalogisk Institut, Københavns Universitet. 110 p. ( DIKU-rapport 00/03).

  Research output: Book/Report › Report › Research
• 2000

  The Hausdorff Dimension and Scale-Space Normalisation of Natural Images

  Pedersen, K. S. & Nielsen, M., 2000, In: Journal of Visual Communication and Image Representation. 11, 2, p. 266-277

  Research output: Contribution to journal › Journal article › Research › peer-review
• 1999

  Normalisering af billedafledte i skalarum ved hjælp af den fraktale dimension

  Pedersen, K. S., 1999, Datalogisk Institut, Københavns Universitet. 56 p. (DIKU-rapport 99/2).

  Research output: Book/Report › Report › Research

• The Hausdorff Dimension and Scale-Space Normalisation of Natural Images

  Pedersen, K. S. & Nielsen, M., 1999, Scale-space Theories in Computer Vision. Berlin Heidelberg: Springer Science+Business Media, Vol. 1682. p. 271-282

  Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research

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

  Pedersen, K. S. & Nielsen, M., 1999.

  Research output: Contribution to conference › Conference abstract for conference › Research