• DocumentCode
    2118295
  • Title

    Spermatozoon Segmentation Towards an Objective Analysis of Human Sperm Morphology

  • Author

    Carrillo, Henry ; Villarreal, Jorge ; Sotaquirá, Miguel ; Goelkel, Ålvaro ; Gutiérrez, Ricardo

  • Author_Institution
    Univ. del Norte, Barranquilla
  • fYear
    2007
  • fDate
    27-29 Sept. 2007
  • Firstpage
    522
  • Lastpage
    527
  • Abstract
    Sperm morphology has a key role in the determination of fertility in men. Nowadays assessments of sperm morphology are mostly done based on subjective criteria. This article discusses details of the image processing algorithms implemented in a computer aided tool for the objective analysis of human sperm morphology, commonly known as automated sperm morphology analyzer (ASMA). The first stage described is the detection and extraction of individual spermatozoon of an image containing multiple spermatozoa and biological rests as well. A novel method for segmenting acrosome, nucleus and mid-piece of a spermatozoon is proposed. The method called nth- fusion introduced in this paper is the framework of the segmentation algorithm implemented in this computer aided tool, this algorithm has been tested with a 250 spermatozoon images database and the results are quite accurate.
  • Keywords
    cellular biophysics; image segmentation; medical image processing; acrosome; automated sperm morphology analyzer; computer aided tool; extraction; human sperm; image processing algorithms; nth-fusion; objective analysis; spermatozoon segmentation; Algorithm design and analysis; Biology computing; Head; Humans; Image analysis; Image segmentation; Microscopy; Morphology; Shape measurement; Testing; ASMA; Microscopic image; Morphology; Morphometry Segmentation; Spermatozoon; Spermiogram;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
  • Conference_Location
    Istanbul
  • ISSN
    1845-5921
  • Print_ISBN
    978-953-184-116-0
  • Type

    conf

  • DOI
    10.1109/ISPA.2007.4383748
  • Filename
    4383748