Envelope mapping algorithm and its applications in enhancement and segmentation of pancreatic cell images

Journal of Imaging Science and Technology

Volumn 53, Issue 3, 2009, Pages 0305011-0305016

  Wu, Hai Shan ^a   Bitar, Mireille ^a   Burstein, David ^a   Ramer, Marie ^a   Gil, Joan ^a  

^a MOUNT SINAI SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CELL IMAGES; ENVELOPE SURFACE; FINE-NEEDLE ASPIRATIONS; FIXED SIZE; IMAGE SURFACE; INTENSITY MAPPING; MAPPING ALGORITHMS; MOVING AVERAGES; ORIGINAL IMAGES; PANCREATIC CELLS; UNIFORM INTENSITY;

CELL MEMBRANES; CYTOLOGY;

CONFORMAL MAPPING;

EID: 67650815761     PISSN: 10623701     EISSN: None     Source Type: Journal    
DOI: 10.2352/J.lmagingSci.Technol.2009.53.3.030501     Document Type: Article

References (21)

1. R. M. DeMay, "Pancreas", The Art and Science of Cytopathology (American Society Clinical Pathologists, Chicago, 1996), Vol. II, pp. 1053-1082.
2. D. M. McCarthy, A. Maitra, P. Argani, A. E. Rader, D. O. Faigel, N. T. Van Heek, R. H. Hruban, and R. E. Wilentz, "Novel markers of pancreatic adenocarcinoma in fine-needle aspiration: mesothelin and prostate stem cell antigen labeling increases accuracy in cytologically borderline cases", Appl. Immunohistochem Mol. Morphol. 11, 238-243 (2003).
3. M. Gao, P. Bridgman, and S. Kumara, "Computer aided prostate cancer diagnosis using image enhancement and JPEG2000", Proc. SPIE 5203, 323-334 (2003).
4. H.-S. Wu, A. J. Einstein, L. Deligdisch, T. Kalir, and J. Gil, "Characterization of nuclear images based on analysis of fractional summation systems", Fractals 12, 1-13 (2004).
5. T. Mattfeldt, H.-W. Gottfried, V. Schmidt, and H. A. Kestler, "Classification of spatial textures in benign and cancerous glandular tissues by stereology and stochastic geometry using artificial neural networks", J. Microsc. 198, 143-158 (2000).
6. U. Adiqa, R. Malladi, R. Fernández-Gonzalez, and C. Ortiz de Solorzano, "High-throughput analysis of multispectral images of breast cancer tissue", IEEE Trans. Image Process. 15, 2259-2268 (2006).
7. H.-S. Wu and J. Gil, "Linear clustering for segmentation of color microscopic lung cell Images", ). Imaging Sci. Technol. 47, 161-170 (2003).
8. G. Begelman, E. Gur, E. Rivlin, M. Rudzsky, and Z. Zalevsky, "Cell nuclei segmentation using fuzzy logic engine", Proc. Int. Conf. Image Process. (ICIP) (IEEE, Piscataway, NJ, 2004), Vol. 5, pp. 2937-2940.
9. D. Comaniciu, P. Meer, and D. J. Foran, "Image-guided decision support system for pathology", Mach. Vision Appl. 11, 213-224 (1999).
10. L. Yang, P. Meer, and D. J. Foran, "Unsupervised segmentation based on robust estimation and color active contour models", IEEE Trans. Inf. Technol. Biomed. 9, 475-86 (2005).
11. N. Malpica, C. Ortiz de Solorzano, J. J. Vaquero, A. Santos, I. Vallcorba, J. M. Garcia-Sagredo, and F. del Pozo, "Applying watershed algorithms to the segmentation of clustered nuclei", Cytometry 28, 289-297 (1997).
12. X. Chen, X. Zhou, and S. T. Wong, "Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy", IEEE Trans. Biomed. Eng. 53, 762-766 (2006).
13. H.-S. Wu, J. Barba, and J. Gil, "A parametric fitting algorithm for segmentation of cell images", IEEE Trans. Biomed. Eng. 45, 400-407 (1998).
14. E. Anguiano, M. Pancorbo, and M. Aguilar, "Fractal characterization by frequency analysis: I. surfaces",). Microsc. 172(3), 223-232 (1993).
15. J. C. Russ, The Image Processing Handbook, 4th ed. (CRC Press, London, 2002).
16. K. R. Castleman, Digital Image Processing (Prentice Hall, Englewood Cliffs, NJ, 1996).
17. E. R. Dougherty, An Introduction to Morphological Image Processing (SPIE Optical Engineering Press, Bellingham, WA, 1992).
18. N. Ahmed, T. Natarajan, and K. R. Rao, "Discrete cosine transform", IEEE Trans. Comput. 23, 90-93 (1974).
19. I9 H.-S. Wu, "Hexagonal discrete cosine transform for image coding", Electron. Lett. 27, 781-783 (1991).
20. A. V. Oppenheim and R. W. Schafer, Digital Signal Processing (Prentice Hall, Englewood Cliffs, NJ, 1975).
21. R. Kimmel, M. Elad, D. Shaked, R. Keshet, and I. Sobel, "A variational framework for retinex", Int. J. Comput. Vis. 52, 7-23 (2003).