Journals |
| Marques J, Granlund RB, Lillholm M, Pettersen PC & Dam EB (2012) Automatic analysis of trabecular bone structure from knee MRI. Computers in Biology and Medicine. In press. |
| Crimi A, Loog M, de Bruijne M, Nielsen M & Lillholm M (2012) Shape based assessment of vertebral fracture risk in postmenopausal women using discriminative shape aligment. Academic Radiology. In press. |
| Crimi A, Lillholm M, Nielsen M, Ghosh A, de Bruijne M,
Dam EB & Sporring J (2011) Bayes estimation of linear shape
variation with application to vertebra and cartilage modeling. IEEE TMI. In press. |
| Lillholm M, Ghosh A, Pettersen PC, de Bruijne M, Dam
EB, Karsdal MA, Christiansen C, Genant HK & Nielsen
M (2010) Vertebral fracture risk (VFR) score for fracture prediction in
postmenopausal women. Osteoporos Int. In press. |
| Qazi AA, Jorgensen DR, Lillholm M, Loog M, Nielsen M &
Dam EB (2010) A framework for optimizing measurement weight
maps to minimize the required sample size. Med Image Anal. 14(3):255-264. |
| Griffin LD & Lillholm M (2010)
Symmetry-sensitivities of derivative-of-Gaussian filters. IEEE
PAMI 32(6):1072-1083. |
|
| Lillholm M & Griffin LD (2009) Statistics and category systems for the shape index descriptor of local image structure. Image and Vision Comput 27(6):771-781. |
| Griffin LD & Lillholm M (2006) Hypotheses for image features, icons and textons. Int J Comp Vis 71(3):213-230. |
| Griffin LD, Lillholm M & Nielsen M (2004) Natural image profiles are most likely to be step edges. Vis Res 44(4):407-421. |
| Lillholm M, Nielsen M & Griffin LD (2003) Feature-based image analysis. Int J Comp Vis. 52(2):73-95. |
|
Books |
| Griffin LD & Lillholm M(eds.) (2003) Proc. Scale Space 2003. Springer. LNCS vol. 2695. |
| Lillholm M (2004) On spatial metamerism in computational vision. PhD thesis: IT University of Copenhagen. |
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Peer Reviewed Conferences and Workshops |
| Mysling M, Petersen K, Nielsen M & Lillholm M (2011) Automatic segmentation of vertebrae from radiographs: A sample-driven active shape model approach. In Proc. Machine Learning in Medical Imaging.LNCS 7009:10-17 |
| Crimi A, Sporring J, de Bruijne M, Lillholm M & Nielsen
M (2009) Prior knowledge regularization in statistical medical
image task. Proc. PMMIA 2009
|
| Griffin LD, Lillholm M, Crosier M & van Sande J
(2009) Basic mage features (BIFs) arising from local symmetry
type. Proc. SSVM 09 LNCS 5567:343-355 |
| Lillholm M & Griffin LD (2008) Novel Image Feature
Alphabets for Object Recognition. Proc. ICPR 2008 |
| Lillholm M & Griffin LD (2008) Larger Feature Alphabets can improve Object Recognition
even with simpler Visual Words. Perception 37 (ECVP): 33. |
| Griffin LD & Lillholm M (2008). Classifying Image Symmetry using a co-localised family of Linear Filters. Perception 37 (ECVP): 33. |
| Lillholm M & Griffin LD (2007) Maximum likelihood metameres for local 2nd order image structure. LNCS 4485:394-405. |
| Lillholm M & Griffin LD (2007) Category systems for local 2nd order image structure in natural images. In From Computational Cognitive Neuroscience to Computer Vision 2007. |
| Griffin LD & Lillholm M (2007) Feature category systems for 2nd order local image structure induced by natural image statistics and otherwise. SPIE 6492(09):1-11. |
| Lillholm M & Griffin LD (2006) A category system on the shape index descriptor of local image structure induced by natural image statistics. Perception 35:48-49. |
| Kanters F, Lillholm M, Duits R, Janssen B, Platel B, Florack L & ter Haar Romeny BM (2005) On image reconstruction from multiscale top points. In 5th Intern. Conf. on Scale-Space Theories and PDE Methods in Computer Vision. LNCS 3459:431-442. |
| Griffin LD & Lillholm M (2005) Image features and the 1-D, 2nd order gaussian derivative jet. In: Proc. Scale Space 2005, LNCS 3459:26-37. |
| Lillhom M and Pedersen KS (2004) Jet based feature classification. In Proceedings of the 17th International Conference on Pattern Recognition. |
| Pedersen KS and Lillholm M (2004) Brownian images: a generic background model. In Statistical Learning in Computer Vision, ECCV 2004 Workshop. |
| Loog M, Lillholm M, Nielsen M & Viergever MA (2003) Gaussian scale space from insufficient image information. In: Proc. Scale Space 2003, LNCS 2695:757-769. |
| Griffin LD & Lillholm M (2003) Mode estimation by pessimistic scale space tracking. In: Proc. Scale Space 2003. LNCS 2695:271-286. |
| Nielsen M & Lillholm M (2001) What do features tell about images? In Scale Space 2001. LNCS 2106:39-50. |
| Dam EB, Darvann T, Dobrzeniecki A, Johansen P, Kitai N, Kreiborg S, Larsen P, Lillholm M, Nielsen M Fogh Olsen O & Thomsen A (2000). Interactive Multi-Scale Segmentation in Clinical Use. In: Proceedings of European Conference of Radiology 2000. |
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Miscellaneous |
| Fogh Olsen O, Dam EB, Lillholm M, Thomsen A, Johansen P & Nielsen M. Method and system for multi-dimensional segmentation (2001) Danish Patent Application. |
| Dam EB & Lillholm M (1999) Generic events for the isophote curvature. |
| Dam EB, Koch M & Lillholm M (1998) Quaternions, interpolations and animation. Technical report, Dept. of Computer Science, University of Copenhagen 98/5. |