Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3175, Issue , 2004, Pages 536-543

  Ihlow, Alexander ^a   Seiffert, Udo ^a  

^a LEIBNIZ INSTITUTE OF PLANT GENETICS AND CROP PLANT RESEARCH IPK   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; COLOR; IMAGE ANALYSIS; IMAGE SEGMENTATION; PATTERN RECOGNITION;

ADAPTIVE GAUSSIAN MIXTURE; BIOLOGICAL EXPERIMENTS; EXPECTATION-MAXIMISATION; FULLY AUTOMATED; HSV COLOUR SPACE; LARGE DEVIATIONS; POWDERY MILDEW; REGION OF INTEREST;

ALGORITHMS;

EID: 35048890649     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28649-3_66     Document Type: Article

References (8)

1. Thomas Bayes. An essay towards solving a problem in the doctrine of chances. Philosophical Transactions of the Royal Society of London, 53:370-418, 1753. (available via http://www.stat.ucla.edu/history/essay.pdf).
2. John F. Canny. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 8(6):679-698, November 1986.
3. Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, and Jitendra Malik. Blobworld: A system for region-based image indexing and retrieval. In Third International Conference on Visual Information Systems. Springer, 1999.
4. Arthur P. Dempster, Nan M. Laird, and Donald B. Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B, 39(1):1-38, 1977.
5. Alexander Ihlow and Udo Seiffert. Microscope color image segmentation for resistance analysis of barley cells against powdery mildew. In 9. Workshop Farbbildverarbeitung, ZBS Zentrum für Bild- und Signalverarbeitung e.V. Ilmenau, Report Nr. 3/2003, pages 59-66, Ostfildern-Nellingen, Germany, October 2003.
6. Michael J. Jones and James M. Rehg. Statistical color models with application to skin detection. In IEEE Conference on Computer Vision and Pattern Recognition '99, pages 274-280, June 1999.
7. Richard A. Redner and Homer F. Walker. Mixture densities, maximum likelihood, and the EM algorithm. SIAM Review, 26:195-239, 1984.
8. Patrick Schweizer, Jana Pokorny, Olaf Abderhalden, and Robert Dudler. A transient assay system for the functional assessment of defense-related genes in wheat. Molecular Plant-Microbe Interactions, 12(8):647-654, 1999.