Automatic detection of luminal borders in IVUS images by magnitude-phase histograms of complex brushlet coefficients

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 3073-3076

  Katouzian, Amin ^a   Angelini, Elsa D ^b   Sturm, Bernhard ^c   Laine, Andrew F ^a,d  

^a Columbia University ^*  (United States)

^b TELECOM PARISTECH   (France)

^c Volcano Corporation   (United States)

^d Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DETECTION; BACK-SCATTERED; BLOOD REGION; DATA SETS; DEFORMABLE MODELS; HIGH FREQUENCY HF; HIGH FREQUENCY TRANSDUCERS; INTRAVASCULAR ULTRASOUND; LUMINAL BORDER; PHASE HISTOGRAM;

BLOOD; FOURIER TRANSFORMS; GRAPHIC METHODS; ORTHOGONAL FUNCTIONS; TRANSDUCERS; ULTRASONICS;

ULTRASONIC APPLICATIONS;

ALGORITHM; ARTICLE; AUTOMATION; CARDIOLOGY; CORONARY BLOOD VESSEL; DIAGNOSTIC IMAGING; ENDOSCOPIC ECHOGRAPHY; FOURIER ANALYSIS; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; MEDICAL INFORMATICS; METHODOLOGY; PATHOLOGY; RADIATION SCATTERING; STATISTICAL MODEL;

ALGORITHMS; AUTOMATION; CARDIOLOGY; CORONARY VESSELS; DIAGNOSTIC IMAGING; FOURIER ANALYSIS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MEDICAL INFORMATICS; MODELS, STATISTICAL; PHANTOMS, IMAGING; SCATTERING, RADIATION; ULTRASONOGRAPHY, INTERVENTIONAL;

EID: 78650842945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626135     Document Type: Conference Paper

References (14)

1. M. Sonka, X. Zhang, M. Siebes, M. S. Bissing, S. C. DeJong, S. M. Collins, C. R. McKay, "Segmentation of Intravascular Ultrasound Images: A Knowledge-Based Approach," IEEE Trans. Med. Imag. Vol. 14, No. 4, pp. 719-732, 1995.
2. R. Shekhar, R. M. Cothren, D. G. Vince, S. Chandra, J. D. Thomas, J. F. Cornhill, "Three-Dimensional Segmentation of Luminal and Adventitial Borders is Serial Intravascular Ultrasound Images," Computerized Med. Imag. and Graphics, vol. 23, pp. 299-309, 1999.
3. M. Plissiti, D. Fotidadis, L. Michalis, G. Bozios, "An Automated Methos for Lumen and Media-Adventitia Border Detection in a sequence of IVUS frames," IEEE Trans. Info. Tech. Biomed., Vol. 19, No. 10, pp. 996-1011, 2000.
4. M. R. Cardinal, J. Meunier, G. Soulez, R. L. Maurice, E. Therasse, G. Cloutier, "Intravascular Ultrasound Image Segmentation: A Three-Dimensional Fast-Marching Method Based on Gray Level Distribution," IEEE. Trans. Med. Imag., Vol. 25, No. 5, pp. 590-601, 2006.
5. G. Unal, S. Bucher, S. Carlier, G. Slabaugh, T. Fang, K. Tanaka, "Shape-Driven Segmentation of the Arterial Wall in Intravascular Ultrasound Images," IEEE Trans. Info. Tech. Biomed., Vol. 12, No. 3, pp. 335-347, 2008.
6. K. Hibi, A. Takagi, X. Zhang, T. T. Teo, H. N. Boneau, P. G. Yock, P. J. Fitzgerald, "Feasibility of a Novel Blood Reduction Algorithm to Enhance Reproducibility of Ultra-High-Frequency Intravascular Ultrasound Images," Circulation, Vol. 102, No. 14, pp. 1657-1663, 2000.
7. S. Balocco, O. Basset, C. Cachard, P. Delachartre, "Spatial Aniosotropic Diffusion and Local Time Correlation Applied to Segmentation of Vessels in Ultrasound Image Sequences," IEEE Symp. Ultrasonics, Vol. 2, pp. 1549-1552, 2003.
8. D. Rotger, P. Radeva, E. F. Nofrerias, J. Mauri, "Blood Detection in IVUS Images for 3D Volume of Lumen Changes Measurement Due to Different Drugs Administration," CAIP 2007, LNCS 4673, pp. 285-292.
9. S. M. O'Malley, M. Naghavi, I. A. Kakadiaris, "One-Class Acoustic Characterization Applied to Blood Detection in IVUS," MICCAI 2007, Part I, LNCS 4791, pp. 202-209.
10. A. Katouzian, E. Angelini, A. Lorsakul, B. Sturm, A. Laine, "Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations," FIMH 2009.
11. A. Katouzian, M. A. Selver, E. Angelini, B. Sturm, A. Laine, "Classification of Blood Regions in IVUS Images Using Three Dimensional Brushlet-Derived Features," EMBC 2009.
12. E. Angelini, A. Laine, S. Takuma, J. Holmes, S. Homma, "LV Volume Quantification via Spatio-Temporal Analysis of Real-Time 3D Echocardiography, " IEEE Trans. Med. Imag., Vol. 20, No. 6, pp. 457-469, 2001.
13. F. Meyer and R. R. Coifman, "Brushlets: A tool for directional image analysis and image compression," Applied and computational harmonic analysis, vol. 4, pp. 147-187, 1997.
14. P. Ausher, G. Weiss, M. V. Wickerhauser, "Local sine and cosine bases of Coifman and Meyer and the construction of smooth wavelets," in Wavelets-A tutorial in Theory and Application, vol. 2, Wavelet Analysis and its Applications, C. K. Chui, Ed. San Diego: Academic Press, 1992, pp. 237-256.