GPU-based streaming architectures for fast cone-beam CT image reconstruction and demons deformable registration

Physics in Medicine and Biology

Volumn 52, Issue 19, 2007, Pages 5771-5783

  Sharp, G C ^a   Kandasamy, N ^b   Singh, H ^b   Folkert, M ^a  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b Drexel University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERIZED TOMOGRAPHY; IMAGE REGISTRATION; PARALLEL ALGORITHMS; PROGRAM PROCESSORS; THREE DIMENSIONAL COMPUTER GRAPHICS;

GRAPHICS PROCESSING UNIT (GPU); PARALLEL DESIGNS; STREAM PROCESSING MODELS;

IMAGE RECONSTRUCTION;

ALGORITHM; ARTICLE; COMPUTER; COMPUTER ASSISTED TOMOGRAPHY; GRAPHICS PROGRAMMING UNIT; IMAGE RECONSTRUCTION; PRIORITY JOURNAL;

ALGORITHMS; PHANTOMS, IMAGING; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; TOMOGRAPHY, SPIRAL COMPUTED;

EID: 34748901307     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/52/19/003     Document Type: Article

References (25)

1. Berbeco R I, Jiang S B, Sharp G C, Chen G T Y, Mostafavi H and Shirato H 2004 Integrated radiotherapy imaging system (IRIS): design considerations of tumor tracking with linac gantry-mounted kV x-ray systems Phys. Med. Biol. 49 243-55
2. Buck I et al 2004 Brook for GPUs: stream computing on graphics hardware ACM Trans. Graph. 23 777-86
3. Crawford A J, Denman H, Kelly F, Pitie F and Kokaram A C 2004 Gradient based dominant motion estimation with integral projections for real time video stabilisation IEEE Int. Conf. on Image Processing vol 5 pp 3371-4
4. Feldkamp L A, Davis L C and Kress J W 1984 Practical cone-beam algorithms J. Opt. Soc. Am. 6 612-9
5. Folkert M, Dedual N and Chen G 2006 A biological lung phantom for IGRT studies Med. Phys. 33 2234
6. Fung J, Mann S and Aimone C 2005 OpenVIDIA: Parallel GPU computer vision ACM Multimedia pp 849-52
7. Grass M, Kohler T and Proksa R 2000 3D cone-beam CT reconstruction for circular trajectories Phys. Med. Biol. 45 329-48
8. Horn B K P and Schunck B G 1981 Determining optical flow Artif. Intell. 17 185-203
9. Jaffray D A 2005 Emergent technologies for 3-dimensional image-guided radiation delivery Semin. Radiat. Oncol. 15 208-16
10. Kachelriess M, Knaup M and Bockenbach O 2007 Hyperfast parallel-beam and cone-beam backprojection using the cell general purpose hardware Med. Phys. 34 1474-86
11. Kak A and Slaney M 1988 Principles of Computerized Tomographic Imaging (Piscataway, NJ: IEEE)
12. Kim J, Li S, Zhao Y and Movsas B 2007 Real-time intensity-based deformable fusion on PC graphics hardware Int. Conf. Comput Rad Therapy
13. Leeser M, Coric S, Miller E, Yu H and Trepanier M 2005 Parallel-beam backprojection: an FPGA implementation optimized for medical imaging J. VLSI Signal Process. Syst. 39 295-311
14. Lu W, Chen M L, Olivera G H, Ruchala K J and Mackie T R 2004 Fast free-form deformable registration via calculus of variations Phys. Med. Biol. 49 3067-87
15. Mueller K and Xu F 2006 Practical considerations for GPU-accelerated CT IEEE Symp. Biomedical Imaging pp 1184-7
16. Neophytou N, Xu F and Mueller K 2007 Hardware acceleration vs. algorithmic acceleration: can GPU-based processing beat complexity optimization for CT? Proc. SPIE 6510 65105F
17. Owens J D, Luebke D, Govindaraju N, Harris M, Kruger J, Lefohn A E and Purcell T J 2005 A survey of general-purpose computation on graphics hardware Eurographics 2005 pp 21-51
18. Pham D et al 2005 The design and implementation of a first-generation cell processor ISSCC Dig. Tech. Papers pp 184-5
19. Scherl H, Koerner M, Hofmann H, Eckert W, Kowarschik M and Hornegger J 2007 Implementation of the FDK algorithm for cone-beam CT on the cell broadband engine architecture Proc. SPIE 6510 651058
20. Strzodka R and Garbe C 2004 Real-time motion estimation and visualization on graphics cards IEEE Visualization pp 545-52
21. Thilmann C et al 2006 Correction of patient positioning errors based on in-line cone beam CTs: clinical implementation and first experiences Radiat. Oncol. 1 16
22. Thirion J P 1998 Image matching as a diffusion process: an analogy with Maxwell's demons Med. Image Anal. 2 243-60
23. Wang H, Dong L, Lii M, Lee A, de Crevoisier R, Mohan R, Cox J, Kuban D and Cheung R 2005a Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy Int. J. Radiat. Oncol. Biol. Phys. 61 725-35
24. Wang H et al 2005b Validation of an accelerated 'demons' algorithm for deformable image registration in radiation therapy Phys. Med. Biol. 50 2887-905
25. Wiesent K, Barth K, Navab N, Durlak P, Brunner T, Schuetz O and Seissler W 2000 Enhanced 3-d-reconstruction algorithm for C-arm systems suitable for interventional procedures IEEE Trans. Med. Imaging 19 391-403