Azimuthal registration of image sequences affected by nonuniform rotation distortion

IEEE Transactions on Information Technology in Biomedicine

Volumn 12, Issue 3, 2008, Pages 348-355

  van Soest, Gijs ^a   Bosch, Johan G ^a   van der Steen, Antonius F W ^a,b  

^a ERASMUS MEDICAL CENTER   (Netherlands)

^b ROYAL NETHERLANDS ACADEMY OF ARTS AND SCIENCES   (Netherlands)

Author keywords

Image correction; Intravascular imaging; Intravascular ultrasound (IVUS); Motion compensation; Nonuniform rotation; Nonuniform rotation distortion (NURD); Optical coherence tomography (OCT)

Indexed keywords

ALGORITHMS; ENDOSCOPY; MOTION COMPENSATION; OPTICAL TOMOGRAPHY;

IMAGE CORRECTION; INTRAVASCULAR ULTRASOUND (IVUS); NONUNIFORM ROTATION DISTORTION (NURD);

ULTRASONIC IMAGING;

ALGORITHM; ARTICLE; ARTIFACT; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BLOOD VESSEL; COMPUTER ASSISTED DIAGNOSIS; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE QUALITY; IMAGE SUBTRACTION; INSTRUMENTATION; METHODOLOGY; OPTICAL COHERENCE TOMOGRAPHY; REPRODUCIBILITY; ROTATION; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFACTS; ARTIFICIAL INTELLIGENCE; BLOOD VESSELS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; PATTERN RECOGNITION, AUTOMATED; PHANTOMS, IMAGING; REPRODUCIBILITY OF RESULTS; ROTATION; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; TOMOGRAPHY, OPTICAL COHERENCE;

EID: 44449097200     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2007.908000     Document Type: Article

References (51)

1. B. D. MacNeill, H. C. Lowe, M. Takano, V. Fuster, and I. K. Jang, "Intravascular modalities for detection of vulnerable plaque - current status," Arterioscler. Thromb. Vasc. Biol., vol. 23, no. 8, pp. 1333-1342, 2003.
2. E. Falk, P. K. Shah, and V. Fuster, "Coronary plaque disruption," Circulation, vol. 92, no. 3, pp. 657-671, 1995.
3. R. Waksman, J. A. Schaar, and P. W. Serruys, Eds., The Vulnerable Plaque, 2nd ed. London: Taylor & Francis, 2007.
4. G. J. Tearney, I.-K. Jang, and B. E. Bouma, "Optical coherence tomography for imaging the vulnerable plaque," J. Biomed. Opt., vol. 11, no. 2, p. 021002, 2006.
5. J. A. Schaar, C. L. de Korte, F. Mastik, L. C. A. van Damme, R. Krams, P. W. Serruys, and A. F. W. van der Steen, "Three-dimensional palpography of human coronary arteries - ex vivo validation and in-patient evaluation," Herz, vol. 30, no. 2, pp. 125-133, 2005.
6. S. Waxman, F. Ishibashi, and J. E. Muller, "Detection and treatment of vulnerable plaques and vulnerable patients - Novel approaches to prevention of coronary events," Circulation, vol. 114, no. 22, pp. 2390-2411, 2006, 0009-7322.
7. H. M. Loree, R. D. Kamm, R. G. Stringfellow, and R. T. Lee, "Effects of fibrous cap thickness on peak circumferential stress in model atherosclerotic vessels," Circ. Res., vol. 71, no. 4, pp. 850-858, 1992.
8. J. A. Schaar, J. E. Muller, E. Falk, R. Virmani, V. Fuster, P. W. Serruys, A. Colombo, C. Stefanadis, W. S. Casscells, P. R. Moreno, A. Maseri, and A. F. W. van der Steen, "Terminology for high-risk and vulnerable coronary artery plaques," Eur. Heart J., vol. 25, no. 12, pp. 1077-1082, 2004.
9. P. D. Richardson, M. J. Davies, and G. V. Born, "Influence of plaque configuration and stress distribution on fissuring of coronary atherosclerotic plaques," Lancet, vol. 334, no. 8669, pp. 941-944, 1989.
10. F. D. Kolodgie, A. P. Burke, A. Farb, H. K. Gold, J. Y. Yuan, J. Narula, A. V. Finn, and R. Virmani, "The thin-cap fibroatheroma: A type of vulnerable plaque - the major precursor lesion to acute coronary syndromes," Curr. Opin. Cardiol., vol. 16, no. 5, pp. 285-292, 2001.
11. E. Falk, "Pathogenesis of atherosclerosis," J. Am. Coll. Cardiol. vol. 47, no. 8, pp. C7-C12, 2006.
12. C. A. G. Van Mieghem, E. P. McFadden, P. J. de Feyter, N. Bruining, J. A. Schaar, N. R. Mollet, F. Cademartiri, D. Goedhart, S. de Winter, G. R. Granillo, M. Valgimigli, F. Mastik, A. F. W. van der Steen, W. J. van der Giessen, G. Sianos, B. Backx, M. A. M. Morel, G. A. van Es, A. Zalewski, and P. W. Serruys, "Noninvasive detection of subclinical coronary atherosclerosis coupled with assessment of changes in plaque characteristics using novel invasive imaging modalities," J. Am. Coll. Cardiol., vol. 47, no. 6, pp. 1134-1142, 2006.
13. M. E. Brezinski, G. J. Tearney, N. J. Weissman, S. A. Boppart, B. E. Bouma, M. R. Hee, A. E. Weyman, E. A. Swanson, J. F. Southern, and J. G. Fujimoto, "Assessing atherosclerotic plaque morphology: Comparison of optical coherence tomography and high frequency intravascular ultrasound," Heart, vol. 77, no. 5, pp. 397-403, 1997.
14. N. A. Patel, D. L. Stamper, and M. E. Brezinski, "Review of the ability of optical coherence tomography to characterize plaque, including a comparison with intravascular ultrasound," Cardiovasc. Intervent. Radiol., vol. 28, no. 1, pp. 1-9, 2005.
15. B. D. MacNeill, I. K. Jang, B. E. Bouma, N. Iftimia, M. Takano, H. Yabushita, M. Shishkov, C. R. Kaufman, S. L. Houser, H. T. Aretz, D. DeJoseph, E. F. Halpern, and G. J. Tearney, "Focal and multi-focal plaque distributions in patients with macrophage acute and stable presentations of coronary artery disease," J. Am. Coll. Cardiol., vol. 44, no. 5, pp. 972-979, 2004.
16. D. Huang, E. A. Swanson, C. P. Lin, J. S. Schuman, W. G. Stinson, W. Chang, M. R. Hee, T. Flotte, K. Gregory, C. A. Puliafito, and J. G. Fujimoto, "Optical coherence tomography," Science, vol. 254, no. 5035, pp. 1178-1181, 1991.
17. G. J. Tearney, S. A. Boppart, B. E. Bouma, M. E. Brezinski, N. J. Weissman, J. F. Southern, and J. G. Fujimoto, "Scanning single-mode fiber optic catheter-endoscope for optical coherence tomography," Opt. Lett., vol. 21, no. 7, pp. 543-545, 1996.
18. G. J. Tearney, M. E. Brezinski, S. A. Boppart, B. E. Bouma, N. J. Weissman, J. F. Southern, E. A. Swanson, and J. G. Fujimoto, "Catheter-based optical imaging of a human coronary artery," Circulation, vol. 94, no. 11, p. 3013, 1996.
19. J. G. Fujimoto, S. A. Boppart, G. J. Tearney, B. E. Bouma, C. Pitris, and M. E. Brezinski, "High resolution in vivo intra-arterial imaging with optical coherence tomography," Heart, vol. 82, no. 2, pp. 128-133, 1999.
20. I.-K. Jang, G. J. Tearney, B. D. MacNeill, M. Takano, F. Moselewski, N. Iftimia, M. Shishkov, S. Houser, H. T. Aretz, E. F. Halpern, and B. E. Bouma, "In vivo characterization of coronary atherosclerotic plaque by use of optical coherence tomography," Circulation, vol. 111, no. 12, pp. 1551-1555, 2005.
21. M. O'Donnell, A. R. Skovoroda, B. M. Shapo, and S. Y. Emelianov, "Internal displacement and strain imaging using ultrasonic speckle tracking," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 41, no. 3, pp. 314-325, May 1994.
22. L. K. Ryan and F. S. Foster, "Tissue equivalent vessel phantoms for intravascular ultrasound," Ultrasound Med. Biol., vol. 23, no. 2, pp. 261-273, 1997.
23. C. L. de Korte, M. J. Sierevogel, F. Mastik, C. Strijder, J. A. Schaar, E. Velema, G. Pasterkamp, P. W. Serruys, and A. F. W. van der Steen, "Identification of atherosclerotic plaque components with intravascular ultrasound elastography in vivo: A Yucatan pig study," Circulation, vol. 105, no. 14, pp. 1627-1630, 2002.
24. A. F. W. van der Steen, C. L. de Korte, and E. I. Cespedes, "Intravascular ultrasound elastography," Ultraschall Med., vol. 19, no. 5, pp. 196-201, 1998.
25. R. A. Baldewsing, J. A. Schaar, F. Mastik, C. W. J. Oomens, and A. F. W. van der Steen, "Assessment of vulnerable plaque composition by matching the deformation of a parametric plaque model to measured plaque deformation," IEEE Trans. Med. Imaging, vol. 24, no. 4, pp. 514-528, Apr. 2005.
26. E. I. Cespedes, C. L. de Korte, and A. F. W. van der Steen, "Intraluminal ultrasonic palpation: Assessment of local and cross-sectional tissue stiffness," Ultrasound Med. Biol., vol. 26, no. 3, pp. 385-396, 2000.
27. M. M. Doyley, F. Mastik, C. L. De Korte, S. G. Carlier, E. I. Cespedes, P. W. Serruys,N. Bom, and A. F. W. Van der Steen, "Advancing intravascular ultrasonic palpation toward clinical applications," Ultrasound Med. Biol., vol. 27, no. 11, pp. 1471-1480, 2001.
28. J. A. Schaar, E. Regar, F. Mastik, E. P. McFadden, F. Saia, C. Disco, C. L. de Korte, P. J. de Feyter, A. F. W. van der Steen, and P. W. Serruys, "Incidence of high-strain patterns in human coronary arteries - Assessment with three-dimensional intravascular palpography and correlation with clinical presentation," Circulation, vol. 109, no. 22, pp. 2716-2719, 2004.
29. D. J. Faber, F. J. van der Meer, M. C. G. Aalders, and T. G. Van Leeuwen, "Quantitative measurement of attenuation coefficients of weakly scattering media using optical coherence tomography," Opt. Express, vol. 12, no. 19, pp. 4353-4365, 2004.
30. F. J. van der Meer, D. J. Faber, D. M. Baraznji Sassoon, M. C. Aalders, G. Pasterkamp, and T. G. van Leeuwen, "Localized measurement of optical attenuation coefficients of atherosclerotic plaque constituents by quantitative optical coherence tomography," IEEE Trans. Med. Imaging vol. 24, no. 10, pp. 1369-1376, Oct. 2005.
31. B. E. Bouma, G. J. Tearney, H. Yabushita, M. Shishkov, C. R. Kauffman, D. D. Gauthier, B. D. MacNeill, S. L. Houser, H. T. Aretz, E. F. Halpern, and I.-K. Jang, "Evaluation of intracoronary stenting by intravascular optical coherence tomography," Heart, vol. 89, no. 3, pp. 317-320, 2003.
32. C. Schulz, R. A. Herrmann, C. Beilharz, J. Pasquantonio, and E. Alt, "Coronary stent symmetry and vascular injury determine experimental restenosis," Heart, vol. 83, no. 4, pp. 462-467, 2000.
33. C. L. Petersen, E. I. McNamara, R. B. Lamport, M. Atlas, J. M. Schmitt, P. Magnin, and E. A. Swanson, "Scanning miniature optical probes with optical distortion correction and rotational control," U.S. Patent 6 891 984, May 10, 2005.
34. Y. Kawase, Y. Suzuki, F. Ikeno, R. Yoneyama, K. Hoshino, H. Q. Ly, G. T. Lau, M. Hayase, A. C. Yeung, R. J. Hajjar, and I.-K. Jang, "Comparison of nonuniform rotational distortion between mechanical IVUS and OCT using a phantom model," Ultrasound Med. Biol., vol. 33, no. 1, p. 67, 2007.
35. K. Y. E. Leung, R. A. Baldewsing, F. Mastik, J. A. Schaar, A. Gisolf, and A. F. W. van der Steen, "Motion compensation for intravascular ultrasound palpography," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 53, no. 7, pp. 1269-1280, Jul. 2006.
36. Y. Shi, F. J. de Ana, S. J. Chetcuti, and M. O'Donnell, "Motion artifact reduction for IVUS-based thermal strain imaging," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 52, no. 8, pp. 1312-1319, Aug. 2005.
37. C. R. M. Janssen, C. L. de Korte, M. S. van der Heiden,C. P. Wapenaar, and A. F. W. van der Steen, "Angle matching in intravascular elastography," Ultrasonics, vol. 38, no. 1-8, pp. 417-423, 2000.
38. S. Sathyanarayana, "Nonuniform rotational distortion (NURD) reduction," U.S. Patent 7 024 025, Apr. 4, 2006.
39. H. Sakoe and S. Chiba, "Dynamic programming algorithm optimization for spoken word recognition," IEEE Trans. Acoust. Speech Signal Process. vol. ASSP-26, no. 1, pp. 43-49, Feb. 1978.
40. D. J. Berndt and J. Clifford, "Using dynamic time warping to find patterns in time series," in Proc. AAAI-94 Workshop Knowl. Discov. Databases, pp. 359-370.
41. L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
42. M. Sonka, V. Hlavac, and R. Boyle, Image Processing, Analysis, and Machine Vision, 2nd ed. Pacific Grove, CA: PWS, 1999.
43. S. Needleman and C. Wunsch, "A general method applicable to the search for similarities in the amino acid sequence of two proteins," J. Mol. Biol., vol. 48, pp. 443-453, 1970.
44. T. F. Smith and M. S. Waterman, "Identification of common molecular subsequences," J. Mol. Biol., vol. 147, pp. 195-197, 1981.
45. E. G. Caiani, A. Porta, G. Baselli, M. Turiel, S. Muzzupappa, F. Pieruzzi, C. Crema, A. Malliani, and S. Cerutti, "Warped-average template technique to track on a cycle-by-cycle basis the cardiac filling phases on left ventricular volume," Comput. Cardiol., vol. 25, pp. 73-76, 1998.
46. C. Myers, L. Rabiner, and A. Rosenberg, "Performance tradeoffs in dynamic time warping algorithms for isolated word recognition," IEEE Trans. Acoust. Speech Signal Process., vol. 28, no. 6, pp. 623-635, Dec. 1980, 0096-3518.
47. E. Keogh and M. Pazzani, "Derivative dynamic time warping," presented at the 1st SIAM Int. Conf. Data Mining, Chicago, IL, 2001.
48. G. van Soest, F. Mastik, and A. F. W. Van der Steen, "Polyvinyl alcohol cryogel - tissue mimicking material for vascular optical elastography," in Proc. Biomed. Opt. 2006, Tech. Dig., Washington, DC: Optical Society of America, p. TuI33.
49. B. Karamata, K. Hassler, M. Laubscher, and T. Lasser, "Speckle statistics in optical coherence tomography," J. Opt. Soc. Am. A, Opt. Image, vol. 22, no. 4, pp. 593-596, 2005.
50. M. Pircher, E. Gotzinger, R. Leitgeb, A. F. Fercher, and C. K. Hitzenberger, "Speckle reduction in optical coherence tomography by frequency compounding," J. Biomed. Opt., vol. 8, no. 3, pp. 565-569, 2003.
51. J. W. Goodman, Statistical Optics. New York: Wiley, 1985.