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
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;
Conference_Titel :
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-953-184-116-0
DOI :
10.1109/ISPA.2007.4383748