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Multiple cell tracking algorithm assessment using simulation of spermatozoa movement

Arasteh, A ; Sharif University of Technology | 2015

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  1. Type of Document: Article
  2. DOI: 10.1109/BIBE.2015.7367639
  3. Publisher: Institute of Electrical and Electronics Engineers Inc , 2015
  4. Abstract:
  5. In this research, a web-based simulator is developed, which can be used for generating image sequences of moving spermatozoa cells. It can be used for assessment of multiple object tracking algorithms, especially Computer Aided Sperm Analysis (CASA) systems. The developed software has many useful parameters such as blurring images or adding noise and it also gives full control of sperm counts and types. To illustrate performance of the developed simulator, three parameters (spermatozoa population, standard deviation of Gaussian blur filter and noise intensity) have been swept and the results of three different multiple object tracking algorithms were compared as an application of this simulation
  6. Keywords:
  7. Algorithms ; Bioinformatics ; Computer aided analysis ; Image processing ; World Wide Web ; Computer aided ; Image sequence ; Multiple cells ; Multiple object tracking ; Noise intensities ; Standard deviation ; Three parameters ; Web based simulator ; Tracking (position)
  8. Source: 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering, BIBE 2015, 2 November 2015 through 4 November 2015 ; 2015 ; 9781467379830 (ISBN)
  9. URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7367639