A multiresolution enhancement to generic classifiers of subcellular protein location images

2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings

Volumn 2006, Issue , 2006, Pages 570-573

  Merryman, Thomas ^a   Williams, Keridon ^b   Srinivasa, Gowri ^a   Chebira, Amina ^a   Kovačević, Jelena ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b Dept of Science and Mathematics   (Virgin Islands (U.S.))

Author keywords

[No Author keywords available]

Indexed keywords

FLUORESCENCE MICROSCOPY; GENERIC CLASSIFIERS; MULTIRESOLUTION; SUBCELLULAR PROTEIN LOCATION IMAGES;

ALGORITHMS; COMPUTATIONAL METHODS; IMAGE QUALITY; IMAGE SEGMENTATION; MEDICAL IMAGING;

PROTEINS;

EID: 33750932166     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. K. Huang and R. F. Murphy, "From quantitative microscopy to automated image understanding," Journ. Biomed. Optics, vol. 9, pp. 893-912, 2004.
2. R. F. Murphy, "Location proteomics: A systems approach to subcellular location," Biochem. Soc. Trans., vol. 33, pp. 535-538, 2005.
3. P. Perner, H. Perner, and B. Muller, "Mining knowledge for Hep-2 cell image classification," Journ. Artificial Intelligence in Medicine, vol. 26, pp. 161-173, 2002.
4. A. Danckaert, E. Gonzalez-Couto, L. Bollondi, N. Thompson, and B. Hayes, "Automated recognition of intracellular organelles in confocal microscope images," Traffic, vol. 3, pp. 66-73, 2002.
5. S. Mallat, "Wavelets for a vision," Proc. IEEE, vol. 33, pp. 604-614, 1996.
6. M. Vetterli and J. Kovačević, Wavelets and Subband Coding, Signal Processing. Prentice Hall, Englewood Cliffs, NJ, 1995.
7. R. R. Coifman, Y. Meyer, S. Quake, and M. V. Wickerhauser, "Signal processing and compression with wavelet packets," Tech. Rep., Yale University, 1991.
8. G. Srinivasa, T. Merryman, A. Chebira, A. Mintos, and J. Kovačević, "Adaptive multiresolution techniques for subcellular protein location image classification," in Proc. IEEE Int. Conf. Acoust., Speech, and Signal Proc., Toulouse, France, May 2006, Invited paper.
9. The Murphy Lab at Carnegie Mellon University: http://murphylab.web.cmu. edu, 1998.