Automated image analysis of uterine cervical images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6514, Issue PART 2, 2007, Pages

  Li, Wenjing ^a   Gu, Jia ^a   Ferris, Daron ^b   Poirson, Allen ^a  

^a STI Med Systems   (United States)

^b MEDICAL COLLEGE OF GEORGIA   (United States)

Author keywords

Acetowhite; Cervical cancer; Colposcopy; Computer aided diagnosis (CAD)

Indexed keywords

BIOLOGICAL ORGANS; COMPUTER AIDED DIAGNOSIS; IMAGE PROCESSING; ONCOLOGY; OPTICAL CORRELATION; VIRTUAL REALITY;

ACETOWHITE; COLPOSCOPY; SQUAMOUS REGION; UTERINE CERVICAL IMAGES;

MEDICAL IMAGING;

EID: 35248813945     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.708710     Document Type: Conference Paper

References (16)

1. IARC, "Globocan 2002 database," International agency for research in cancer, 2002.
2. D. Ferris, J. T. Cox, D. M. O'Connor, V. C. Wright, and J. Foerster, Modern Colposcopy, Textbook and Atlas, American Society for Colposcopy and Cervical Pathology, 2004.
3. S. Yang, J. Guo, P. King, Y. Sriraja, S. Mitra, B. Nutter, D. Ferris, M. Schiffman, J. Jeronimo, and R. Long, "A multi-spectral digital cervigram™ analyzer in the wavelet domain for early detection of cervical cancer", in Proc.SPIE, J. M. Fitzpatrick and M. Sonka, Eds., 5370, pp. 1833-1844, 2004.
4. S. Gordon, G. Zimmerman, and H. Greenspan, "Image Segmentation of Uterine Cervix Images for Indexing in PACs", in Proceedings of IEEE 17th Symposium on Computer-based Medical Systems, 2004.
5. S. Gordon, G. Zimmerman, R. Long, S. Antani, J. Jeronimo, and H. Greenspan, "Content analysis of uterine cervix images: initial steps towards content based indexing and retrieval of cervigrams", in Proc.SPIE, 6144, pp. 1549-1556, 2006.
6. W. Li, M. Soto-Thompson, and U. Gustafsson, "A new image calibration system in digital colposcopy", Optics Express, 26, pp. 12887-12901, Dec. 2006.
7. W. Li and A. Poisson, "Detection and characterization of abnormal vascular patterns in automated cervical image analysis", Lecture Notes in Computer Science : Advances in Visual Computing, 4292, pp. 627-636, Nov. 2006.
8. W. Li, V. Van Raad, J. Gu, U. Hansson, J. Hakansson, H. Lange, and D. Ferris, "Computer-aided Diagnosis (CAD) for cervical cancer screening and diagnosis: a new system design in medical image processing", Lecture Notes in Computer Science, CVBIA 2005, pp. 240-250, 2005.
9. H. Lange, "Automatic glare removal in reflectance imagery of the uterine cervix", in Proc. of SPIE Medical Imaging, 5747, SPIE, San Diego, 2005.
10. G. Zimmerman-Morene and H. Greenspan, "Automatic detection of specular reflections in uterine cervix images", in Proc. of SPIE, 6144, 2006.
11. V. Van Raad, "A Novel Wavelet-based Image Analysis Algorithm for Detection of Important Anatomical Features in Colposcopy Images", in Proceedings of ICBME, pp. 61-62, 2002.
12. V. Van Raad, "Active contour models - A multiscale implementation for anatomical feature delineation in cervical Images", in Proceedings of IEEE International Conference on Image Processing, pp. 557-560, 2004.
13. G. Van de Wouwer, P. Scheunders, S. Livens, and D. Van Dyck, "Wavelet correlation signatures for color texture characterization", Pattern Recognition, 32, pp. 443-451, 1999.
14. S. A. Karkanis, D. K. Iakovidis, D. E. Maroulis, D. A. Karras, and M. Tzivras, "Computer-aided tumor detection in endoscopic video using color wavelet features", IEEE Trans. Inf. Technol. Biomed., 7, pp. 141-152, 2003.
15. D. Comaniciu and P. Meer, "Mean shift: a robust approach toward feature space analysis", IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, pp. 603-619, May. 2002.
16. C. Carson, S. Belongie, H. Greenspan, and J. Malik, "Blobworld: image segmentation using expectation-maximization and its application to image querying", IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, pp. 1026-1038, Aug. 2002.