Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach

作者：

Highlights：

• Sperm counting, tracking and result reporting system (CSCTAS) has been proposed.

• Proposed system is cheap, accurate, modular, portable and platform independent.

• Smartphones have been chosen as data acquisition and result reporting platform.

• Kalman Filters with Hungarian Algorithm was utilized for sperm tracking step.

• The system has proven its great potential in clinical studies with the presented results.

摘要

•Sperm counting, tracking and result reporting system (CSCTAS) has been proposed.•Proposed system is cheap, accurate, modular, portable and platform independent.•Smartphones have been chosen as data acquisition and result reporting platform.•Kalman Filters with Hungarian Algorithm was utilized for sperm tracking step.•The system has proven its great potential in clinical studies with the presented results.

论文关键词：Sperm Motility Analysis,Trajectory clustering,Video stabilization,Recursive Kalman Filter tracking,Videomicroscopy analysis,Biomedical video processing

论文评审过程：Received 26 May 2020, Revised 3 July 2021, Accepted 13 August 2021, Available online 28 August 2021, Version of Record 2 September 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115774