Registration of 3D spectral OCT volumes using 3D SIFT feature point matching

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7259, Issue , 2009, Pages

  Niemeijer, Meindert ^a,b   Garvin, Mona K ^a   Lee, Kyungmoo ^a   Van Ginneken, Bram ^d   Abràmoff, Michael D ^a,b,c   Sonka, Milan ^a,b  

^a IA United States   (United States)

^b UNIVERSITY OF IOWA   (United States)

^c VETERANS AFFAIRS MEDICAL CENTER   (United States)

^d UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

3D; OCT; Registration; SIFT

Indexed keywords

AGE-RELATED MACULAR DEGENERATION; CLINICAL UTILITY; DATA SETS; DISEASE STATE; EYE DISEASE; FEATURE VECTORS; FOLLOW-UP STUDIES; GAUSSIAN SCALE SPACE; HIGH RESOLUTION; IN-VIVO; LOCAL GRADIENTS; MATCHING POINTS; OPTIC NERVE HEAD; QUANTITATIVE ASSESSMENTS; QUANTITATIVE COMPARISON; REAL WORLD ENVIRONMENTS; REGISTRATION ACCURACY; REGISTRATION METHODS; RIGID REGISTRATION; SALIENT FEATURES; SCALE INVARIANT FEATURE TRANSFORMS; SIFT FEATURE; SPECTRAL OCT; VOLUMETRIC IMAGES;

DEFORMATION; EYE PROTECTION; FACE RECOGNITION; IMAGE REGISTRATION; IMAGING SYSTEMS; MEDICAL IMAGING; OPTICAL DATA PROCESSING;

THREE DIMENSIONAL;

EID: 71649104971     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.811906     Document Type: Conference Paper

References (7)

1. D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vision 60(2), pp. 91-110, 2004.
2. W. Cheung and G. Hamarneh, "N-sift: N-dimensional scale invariant feature transform for matching medical images," Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on , pp. 720-723, 2007.
3. D. Huang, E. A. Swanson, C. P. Lin, J. S. Schuman, W. G. Stinson, W. Chang, M. R. Hee, T. Flotte, K. Gregory, and C. A. Puliafito, "Optical coherence tomography," Science 254(5035), pp. 1178-1181, 1991.
4. M. K. Garvin, M. D. Abràmoff, R. Kardon, S. R. Russell, X. Wu, and M. Sonka, "Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search," IEEE Transactions on Medical Imaging 27(10), pp. 1495-1505, 2008.
5. K. Lee, M. Niemeijer, M. Garvin, M. Abràmoff, and M. Sonka, "3-D segmentation of the neuroretinal rim and cup in spectral-domain optical coherence tomography volumes of the retina.," in Proceedings of the SPIE: Medical Imaging., 2009. in press.
6. M. Niemeijer, M. K. Garvin, B. van Ginneken, M. Sonka, and M. D. Abràmoff, "Vessel segmentation in 3D spectral OCT scans of the retina," in Proceedings of SPIE Medical Imaging 2008: Image Processing, 6914, SPIE, 2008.
7. W. Cheung and G. Hamarneh, "Scale invariant feature transform for n-dimensional images (n-SIFT)," Insight Journal , 2007.