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Träfflista för sökning "WFRF:(Åström Karl) "

Search: WFRF:(Åström Karl)

  • Result 1-10 of 874
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1.
  • Eriksson, Anders P, et al. (author)
  • On the bijectivity of thin-plate splines
  • 2012
  • In: Analysis for Science, Engineering and Beyond, The Tribute Workshop in Honour of Gunnar Sparr held in Lund, May 8-9, 2008. - Berlin, Heidelberg : Springer Berlin Heidelberg. - 9783642202360 - 9783642202353 ; 6, s. 93-141
  • Book chapter (other academic/artistic)abstract
    • The thin-plate spline (TPS) has been widely used in a number of areas such as image warping, shape analysis and scattered data interpolation. Introduced by Bookstein (IEEE Trans. Pattern Anal. Mach. Intell. 11(6):567–585 1989), it is a natural interpolating function in two dimensions, parameterized by a finite number of landmarks. However, even though the thin-plate spline has a very intuitive interpretation as well as an elegant mathematical formulation, it has no inherent restriction to prevent folding, i.e. a non-bijective interpolating function. In this chapter we discuss some of the properties of the set of parameterizations that form bijective thin-plate splines, such as convexity and boundness. Methods for finding sufficient as well as necessary conditions for bijectivity are also presented. The methods are used in two settings (a) to register two images using thin-plate spline deformations, while ensuring bijectivity and (b) group-wise registration of a set of images, while enforcing bijectivity constraints.
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2.
  • Karlsson, Johan, et al. (author)
  • Shape Modeling by Optimising Description Length Using Gradients and Parameterisation Invariance
  • 2012
  • In: Analysis for Science, Engineering and Beyond, The Tribute Workshop in Honour of Gunnar Sparr held in Lund, May 8-9, 2008. - Berlin, Heidelberg : Springer Berlin Heidelberg. - 9783642202353 - 9783642202360 ; 6, s. 51-91
  • Book chapter (other academic/artistic)abstract
    • In Statistical Shape Modeling, a dense correspondence between the shapes in the training set must be established. Traditionally this has been done by hand, a process that commonly requires a lot of work and is difficult, especially in 3D. In recent years there has been a lot of work on automatic construction of Shape Models. In recent papers (Davies et al., Medical Image Computing and Computer-Assisted Intervention MICCAI’2001, pp. 57–65, 2001; Davies et al., IEEE Trans. Med. Imaging. 21(5):525–537 2002; Kotcheff and Taylor, Med. Image Anal. 2:303–314 1998) Minimum Description Length, (MDL), is used to locate a dense correspondence between shapes. In this paper the gradient of the description length is derived. Using the gradient, MDL is optimised using steepest descent. The optimisation is therefore faster and experiments show that the resulting models are better. To characterise shape properties that are invariant to similarity transformations, it is first necessary to normalise with respect to the similarity transformations. This is normally done using Procrustes analysis. In this paper we propose to align shapes using the MDL criterion. The MDL based algorithm is compared to Procrustes on a number of data sets. It is concluded that there is improvement in generalisation when using MDL to align the shapes. In this paper novel theory to prevent the commonly occurring problem of clustering under correspondence optimisation is also presented. The problem is solved by calculating the covariance matrix of the shapes using a scalar product that is invariant to mutual reparameterisations. An algorithm for implementing the ideas is proposed and compared to Thodberg’s state of the art algorithm for automatic shape modeling. The suggested algorithm is more stable and the resulting models are of higher quality according to the generalisation measure and according to visual inspection of the specificity.
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  • Result 1-10 of 874
Type of publication
conference paper (366)
reports (229)
journal article (178)
book chapter (58)
book (22)
editorial collection (4)
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editorial proceedings (4)
other publication (4)
doctoral thesis (3)
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Type of content
peer-reviewed (512)
other academic/artistic (357)
pop. science, debate, etc. (5)
Author/Editor
Åström, Karl Johan (648)
Åström, Karl (205)
Hägglund, Tore (69)
Oskarsson, Magnus (39)
Heyden, Anders (38)
Wittenmark, Björn (35)
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Kuang, Yubin (26)
Kahl, Fredrik (24)
Burgess, Simon (13)
Ardö, Håkan (12)
Mattsson, Sven Erik (12)
Byröd, Martin (12)
Berthilsson, Rikard (11)
Edenbrandt, Lars (9)
Johansson, Karl Henr ... (9)
Panagopoulos, Helene (9)
Ericsson, Anders (9)
de Wit, Carlos Canud ... (9)
Josephson, Klas (8)
Enqvist, Olof (8)
Olsson, Gustaf (8)
Åström, Kalle (7)
Robertsson, Anders (7)
Nilsson, Mikael (7)
Olsson, Henrik (7)
Overgaard, Niels Chr ... (7)
Jiang, Fangyuan (7)
Bernhardsson, Bo (6)
Soltesz, Kristian (6)
Ask, Erik (6)
Eriksson, Anders P (6)
Sparr, Gunnar (6)
Berner, Josefin (6)
Turner, Kimberly L. (6)
Karlsson, Karl-Göran (6)
Palmér, Tobias (6)
Dormido, Sebastián (6)
Guzmán, José Luis (6)
Johansson, Rolf (5)
Årzén, Karl-Erik (5)
Persson, Per (5)
Hagander, Per (5)
Karlsson, Johan (5)
Nugues, Pierre (5)
Nielsen, Lars (5)
Helmersson, Anders (5)
Evander, Eva (5)
Holst, Holger (5)
Furuta, Katsuhisa (5)
Piguet, Yves (5)
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University
Lund University (853)
Royal Institute of Technology (9)
Linköping University (8)
Umeå University (6)
Mid Sweden University (5)
Luleå University of Technology (3)
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Chalmers University of Technology (3)
University of Gothenburg (2)
Uppsala University (2)
Swedish University of Agricultural Sciences (2)
Halmstad University (1)
Stockholm University (1)
Mälardalen University (1)
Swedish Environmental Protection Agency (1)
Karolinska Institutet (1)
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Language
English (818)
Swedish (54)
Russian (1)
Spanish (1)
Research subject (UKÄ/SCB)
Engineering and Technology (671)
Natural sciences (188)
Medical and Health Sciences (11)
Social Sciences (10)
Agricultural Sciences (2)

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