Fast, shape-directed, landmark-based deep gray matter segmentation for quantification of iron deposition

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6144 II, Issue , 2006, Pages

  Ekin, Ahmet ^a   Jasinschi, Radu ^a   Van Grond, Jeroen Der ^b   Van Buchem, Mark A ^b   Van Muiswinkel, Arianne ^c  

^a PHILIPS RESEARCH LABORATORIES   (Netherlands)

^b LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^c PHILIPS HEALTHCARE   (United States)

Author keywords

Deep gray matter organ segmentation; Detection of brain iron deposition; K Harmonic Means clustering; Landmark detection; Mean shift algorithm; Shape based brain organ detection

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; DEPOSITION; HARMONIC ANALYSIS; IMAGE PROCESSING; IRON; MAGNETIC RESONANCE IMAGING;

DEEP GRAY MATTER ORGAN SEGMENTATION; DETECTION OF BRAIN IRON DEPOSITION; K-HARMONIC MEANS CLUSTERING; LANDMARK DETECTION; MEAN SHIFT ALGORITHMS; SHAPE-BASED BRAIN ORGAN DETECTION;

IMAGE SEGMENTATION;

EID: 33745128077     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.651650     Document Type: Conference Paper

References (11)

1. [online] at http://www.alz.org/.
2. "Mental, neurological, and neurosurgical diseases, fact sheets on each disorder executive summary." [online] at http://www. europeanbraincouncil.org/.
3. J. F. Schenck and E. A. Zimmerman, "High-field magnetic resonance imaging of brain iron: birth of a biomarker?," NMR in Biomedicine 17, pp. 433-445, 2004.
4. [online] at http://brainmind.com/BrainMaps5.html.
5. K. Fukunaga, Introduction to statistical pattern recognition, Academic Press, Boston, 1990.
6. B. Zhang, "Generalized k-harmonic means - boosting in unsupervised learning," in Technical Report HPL-2000-137, 2000.
7. D. Comaniciu and P. Meer, "Robust analysis of feature spaces: color image segmentation," in Proc. IEEE ICPR, pp. 750-755, 1997.
8. G. Borgefors, "Hierarchical chamfer matching: a parametric edge matching algorithm," IEEE Trans. PAMI 10(6), pp. 849-865, 1988.
9. G. Hammerly and C. Elkan, "Alternatives to the k-means algorithm that find better clusterings," in Proc. ACM on info, and knowledge management, pp. 600-607, Nov. 1997.
10. A. Ekin, S. Pankanti, and A. Hampapur, "Initialization-independent spectral clustering with applications to automatic video analysis," in Proc. IEEE ICASSP, May 2004.
11. [online] at http://www.bic.mni.mcgill.ca/brainweb/.