Computer-aided diagnosis system for variance estimation of 3D ultrasonography based on gabor filter

2010 International Conference on Biomedical Engineering and Computer Science, ICBECS 2010

Volumn , Issue , 2010, Pages

  Chang, Wen Lin ^a   Chang, Chia Chen ^a   Chen, Wei Ming ^a  

^a NATIONAL ILAN UNIVERSITY   (Taiwan)

Author keywords

Computer diagnosis; Gabor filter; Neural network; Texture extraction; Watershed segmentation

Indexed keywords

3-D ULTRASOUND; 3D ULTRASONOGRAPHY; BREAST CANCER; BREAST CANCER TUMORS; BREAST TUMOR; CLINICAL DETECTION; COMPUTER-AIDED DIAGNOSIS SYSTEM; DETECTION TIME; DIAGNOSTIC ULTRASOUND; DIFFERENTIAL DIAGNOSIS; EATING HABITS; ERROR RATE; EXPERIMENTAL INVESTIGATIONS; GABOR FILTER; LUNG CANCER; TEXTURE EXTRACTION; ULTRASOUND IMAGING; VARIANCE ESTIMATION; WATERSHED SEGMENTATION;

BIOMEDICAL ENGINEERING; COMPUTATIONAL METHODS; COMPUTER NETWORKS; ERROR DETECTION; LANDFORMS; NEURAL NETWORKS; POPULATION STATISTICS; TEXTURES; THREE DIMENSIONAL; TUMORS; ULTRASONIC IMAGING; ULTRASONICS; ULTRASONOGRAPHY; WATERSHEDS;

COMPUTER AIDED DIAGNOSIS;

EID: 77953305145     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBECS.2010.5462495     Document Type: Conference Paper

References (9)

1. X.-Y. Cheng, I. Akiyama, K. Itoh, Y. Wang, N. Taniguchi, S. Ohtsuka et al., "Breast tumor diagnosis system using three dimensional ultrasonic echography," in Proceedings of the 19th Annual International Conference of the IEEE, Chicago, IL, pp. 517-520, Nov. 1997
2. W. M. Chen, R. F. Chang, M. K. Moon and D. R. Chen, "Breast Cancer Diagnosis Using Three Dimensional Ultrasound and Pixel Relation Analysis," Ultrasound in Medicine and Biology, vol. 29, no. 7, pp. 1027-1035, July 2003.
3. M. Kazanov, "A new color image segmentation algorithm based on watershed transformation," Proc. Of the 17th international conference on pattern recognition, pp. 590-593, August 2004.
4. Krishnan Nallaperumal, K.Krishnaveni, Justin Varghese, S. Saudia, S. Annam and P. Kumar, "A novel Multi-scale Morphological Watershed Segmentation Algorithm," International Journal of Imaging Science and Engineering (IJISE), GA, USA, ISSN:1934-9955,VOL.1,NO.2, pp. 60-64, April 2007.
5. N. Otsu, "A threshold selection method from gray level histogram," IEEE Trans. On Systems, Man, and Cybernetics, SMC-8, 1978,99. 62-66
6. Simona E. Grigorescu, Nicolai Petkov, and Peter Kruizinga, " Comparison of Texture Features Based on Gabor Filters, " IEEE Transactions on Image Processing, Vol. 11, no. 10, pp. 1160-1167, Oct 2002
7. H. Tamura, S. Mori, and T. Yamawaki, "Textural Features Corresponding to Visual Perception," Systems, Man and Cybernetics, IEEE Transactions on, vol. 8, pp. 460-473, 1978
8. Aleksander and H. Morton, "An Introduction to Neural Computing," London : Chapman & Hall,1990.
9. W. M. Chen, C. H. Lo, H. C. Chao, C. C. Chang and D. R. Chen," Neural Network Diagnosis System for 3-Dimensional Ultrasonography with Gabor Filter Aided Speckle Decorrelation ", BioMedical Engineering and Informatics, pp. 193-197, May. 2008.