Detecting mutually-salient landmark pairs with MRF regularization

2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

Volumn , Issue , 2010, Pages 400-403

  Ou, Y ^a,b   Besbes, A ^c,d   Bilellod, M ^b   Mansourd, M ^b   Davatzikos, C ^a,b   Paragios, N ^c,d  

^a Section of Biomedical Image Analysis (SBIA)   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c ECOLE CENTRALE PARIS   (France)

^d INRIA SACLAY   (France)

Author keywords

Image registration; Landmark matching; MRF; Mutual saliency

Indexed keywords

DEFORMATION; IMAGE REGISTRATION; MARKOV PROCESSES; MEDICAL IMAGING;

EXPERIMENTAL VALIDATIONS; LANDMARK MATCHING; MARKOV RANDOM FIELDS; MUTUAL-SALIENCY; RESULTANT DEFORMATION; SELF-INTERSECTIONS; SPATIAL ARRANGEMENTS; TOPOLOGY PRESERVING;

STRUCTURAL FRAMES;

EID: 77955188044     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2010.5490324     Document Type: Conference Paper

References (9)

1. T. Kadir and M. Brady, "Saliency, scale and image description," Intl J. Comp. Vis., vol. 45, no. 2, pp. 83-105, 2001.
2. S. Joshi and M. Miller, "Landmark matching via large deformation diffeomorphisms," IEEE TIP, vol. 9, no. 8, pp. 1357-1370, 2000.
3. Y. Ou and C. Davatzikos, "DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting," in IPMI, 2009, pp. 50-62.
4. A. Besbes, N. Komodakis, G. Langs, and N. Paragios, "Shape priors and discrete MRFs for knowledge-based segmentation," CVPR, pp. 1295-1302, 2009.
5. J. Liu, B. C. Vemuri, and J. L. Marroquin, "Local frequency representations for robust multimodal image registration.," IEEE TMI, vol. 21, no. 5, pp. 462-469, 2002.
6. M. Leordeanu and M. Hebert, "A spectral technique for correspondence problems using pairwise constraints," in ICCV, 2005, pp. 1482-1489.
7. L. Torresani, V. Kolmogorov, and C. Rother, "Feature correspondence via graph matching: Models and global optimization," in ECCV, 2008, pp. 596-609.
8. V. Kolmogorov, "Convergent tree-reweighted message passing for energy minimization," IEEE T-PAMI, vol. 28, no. 10, pp. 1568-1583, 2006.
9. David Lowe, "Object recognition from local scale-invariant features," in ICCV, 1999.