A parallel GPU algorithm for mutual information based 3D nonrigid image registration

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6272 LNCS, Issue PART 2, 2010, Pages 223-234

  Saxena, Vaibhav ^a   Rohrer, Jonathan ^b   Gong, Leiguang ^c  

^a IBM INDIA RESEARCH LAB   (India)

^b IBM RESEARCH ZURICH   (Switzerland)

^c IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

3D MEDICAL IMAGE; ANATOMICAL STRUCTURES; BIOMEDICAL IMAGE ANALYSIS; CLINICAL APPLICATION; GPU ALGORITHMS; GPU IMPLEMENTATION; GRAPHICS PROCESSING UNITS; HIGH MEMORY BANDWIDTH; INTRA-OPERATIVE; MULTIPLE THREADS; MULTITHREADED ARCHITECTURE; MUTUAL INFORMATIONS; NON-RIGID REGISTRATION ALGORITHMS; NONRIGID IMAGE REGISTRATION; NONRIGID REGISTRATION; ON CHIPS; OPTIMIZATION TECHNIQUES; PARALLEL DESIGN; PROCESSING CORE; REGISTRATION PROBLEMS; SHARED MEMORIES; SIMILARITY METRICS; SOFT TISSUE; TIMING CONSTRAINTS;

ALGORITHMS; IMAGE REGISTRATION; MEDICAL IMAGING; OPTIMIZATION; PROGRAM PROCESSORS; TIMING CIRCUITS; COMPUTER GRAPHICS; IMAGE FUSION; IMAGE PROCESSING; MEMORY ARCHITECTURE;

THREE DIMENSIONAL; GRAPHICS PROCESSING UNIT;

EID: 78249276832     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15291-7_22     Document Type: Conference Paper

References (17)

1. Collins, D.L., Zijdenbos, A.P., Kollokian, V., Sled, J.G., Kabani, N.J., Holmes, C.J., Evans, A.C.: Design and construction of a realistic digital brain phantom. IEEE Trans. Med. Imaging 17(3), 463-468 (1998)
2. Courty, N., Hellier, P.: Accelerating 3D Non-Rigid Registration using Graphics Hardware. International Journal of Image and Graphics 8(1), 81-98 (2008)
3. Crum, W.R., Hartkens, T., Hill, D.L.G.: Non-rigid image registration: theory and practice. Br. J. Radiol. 77(2), 140-153 (2004)
4. Harris, M.: Optimizing parallel reduction in CUDA (2007), http://www.nvidia.com/object/cuda-sample-advanced-topics.html
5. Ino, F., Tanaka, Y., Hagihara, K., Kitaoka, H.: Performance study of nonrigid registration algorithm for investigating lung disease on clusters. In: Proc. PDCAT, pp. 820-825 (2005)
6. Kybic, J., Unser, M.: Fast parametric elastic image registration. IEEE Transactions on Image Processing 12(11), 1427-1442 (2003)
7. Mattes, D., Haynor, D., Vesselle, H., Lewellen, T., Eubank, W.: PET-CT image registration in the chest using free-form deformations. IEEE Trans. Med. Imag. 22(1), 120-128 (2003)
8. Muyan-Ozcelik, P., Owens, J.D., Xia, J., Samant, S.S.: Fast deformable registration on the GPU: A CUDA implementation of demons. In: ICCSA, pp. 223-233 (2008)
9. Nvidia CUDA Prog. Guide 2.3, http://www.nvidia.com/object/cuda-get.html
10. Pluim, J., Maintz, J., Viergever, M.: Mutual information based registration of medical images: a survey. IEEE Trans. Med. Imaging 22(8), 986-1004 (2003)
11. Rohlfing, T., Maurer Jr., C.R.: Nonrigid image registration in shared-memory multiprocessor environments with application to brains, breasts, and bees. IEEE Trans. Inf. Technol. Biomed. 7(1), 16-25 (2003)
12. Rohrer, J., Gong, L., Székely, G.: Parallel Mutual Information Based 3D Non-Rigid Registration on a Multi-Core Platform. In: HPMICCAI workshop in conjunction with MICCAI (2008)
13. Rueckert, D., Sonoda, L.I., Hayes, C., Hill, D.L.G., Leach, M.O., Hawkes, D.J.: Nonrigid registration using free-form deformations: Application to breast MR images. IEEE Transactions on Medical Imaging 18(8), 712-721 (1999)
14. Sharp, G., Kandasamy, N., Singh, H., Folkert, M.: GPU-based streaming architectures for fast cone-beam CT image reconstruction and demons deformable registration. Phys. Med. Biol. 52(19), 5771-5783 (2007)
15. Szeliski, R., Coughlan, J.: Spline-based image registration. Int. J. Comput. Vision 22(3), 199-218 (1997)
16. Thevenaz, P., Unser, M.: Spline pyramids for inter-modal image registration using mutual information. In: Proc. SPIE, vol. 3169, pp. 236-247 (1997)
17. Vetter, C., Guetter, C., Xu, C., Westermann, R.: Non-rigid multi-modal registration on the GPU. In: Proc. SPIE, vol. 6512 (2007)