A heuristic model for determining the sperm motility grade by video

Diego Gárate; Rosario Medina; Filomén Incahuanaco; César Beltrán

doi:10.1109/CLEI.2015.7360039

A heuristic model for determining the sperm motility grade by video

Diego Gárate, Rosario Medina, Filomén Incahuanaco, César Beltrán

Pontifical Catholic Univ. of Peru

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

Sperm motility analysis is an important part in the fertility analysis and at the same time is a good example of the tracking multiple objects and video surveillance problem from a computational point of view. Currently the most used method for this analysis is the direct inspection which is inaccurate, subjective, a not repeatable procedure, and difficult to teach. This article attempts to overcome these barriers using computer vision techniques and also proposes a heuristic model based on movement direction and Euclidean distance to track sperm in videos obtained from an artificial sperm cells simulator.

Idioma original	Inglés
Título de la publicación alojada	Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015
Editores	Alex Cuadros-Vargas, Hector Cancela, Ernesto Cuadros-Vargas
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781467391436
DOI	https://doi.org/10.1109/CLEI.2015.7360039
Estado	Publicada - 16 dic. 2015
Evento	41st Latin American Computing Conference, CLEI 2015 - Arequipa, Perú Duración: 19 oct. 2015 → 23 oct. 2015

Serie de la publicación

Nombre	Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

Conferencia

Conferencia	41st Latin American Computing Conference, CLEI 2015
País/Territorio	Perú
Ciudad	Arequipa
Período	19/10/15 → 23/10/15

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10.1109/CLEI.2015.7360039

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Gárate, D., Medina, R., Incahuanaco, F., & Beltrán, C. (2015). A heuristic model for determining the sperm motility grade by video. En A. Cuadros-Vargas, H. Cancela, & E. Cuadros-Vargas (Eds.), Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015 Artículo 7360039 (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CLEI.2015.7360039

Gárate, Diego ; Medina, Rosario ; Incahuanaco, Filomén et al. / A heuristic model for determining the sperm motility grade by video. Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. editor / Alex Cuadros-Vargas ; Hector Cancela ; Ernesto Cuadros-Vargas. Institute of Electrical and Electronics Engineers Inc., 2015. (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015).

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title = "A heuristic model for determining the sperm motility grade by video",

abstract = "Sperm motility analysis is an important part in the fertility analysis and at the same time is a good example of the tracking multiple objects and video surveillance problem from a computational point of view. Currently the most used method for this analysis is the direct inspection which is inaccurate, subjective, a not repeatable procedure, and difficult to teach. This article attempts to overcome these barriers using computer vision techniques and also proposes a heuristic model based on movement direction and Euclidean distance to track sperm in videos obtained from an artificial sperm cells simulator.",

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note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 41st Latin American Computing Conference, CLEI 2015 ; Conference date: 19-10-2015 Through 23-10-2015",

year = "2015",

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Gárate, D, Medina, R, Incahuanaco, F & Beltrán, C 2015, A heuristic model for determining the sperm motility grade by video. En A Cuadros-Vargas, H Cancela & E Cuadros-Vargas (eds.), Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015., 7360039, Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015, Institute of Electrical and Electronics Engineers Inc., 41st Latin American Computing Conference, CLEI 2015, Arequipa, Perú, 19/10/15. https://doi.org/10.1109/CLEI.2015.7360039

A heuristic model for determining the sperm motility grade by video. / Gárate, Diego; Medina, Rosario; Incahuanaco, Filomén et al.
Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. ed. / Alex Cuadros-Vargas; Hector Cancela; Ernesto Cuadros-Vargas. Institute of Electrical and Electronics Engineers Inc., 2015. 7360039 (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - A heuristic model for determining the sperm motility grade by video

AU - Gárate, Diego

AU - Medina, Rosario

AU - Incahuanaco, Filomén

AU - Beltrán, César

PY - 2015/12/16

Y1 - 2015/12/16

N2 - Sperm motility analysis is an important part in the fertility analysis and at the same time is a good example of the tracking multiple objects and video surveillance problem from a computational point of view. Currently the most used method for this analysis is the direct inspection which is inaccurate, subjective, a not repeatable procedure, and difficult to teach. This article attempts to overcome these barriers using computer vision techniques and also proposes a heuristic model based on movement direction and Euclidean distance to track sperm in videos obtained from an artificial sperm cells simulator.

AB - Sperm motility analysis is an important part in the fertility analysis and at the same time is a good example of the tracking multiple objects and video surveillance problem from a computational point of view. Currently the most used method for this analysis is the direct inspection which is inaccurate, subjective, a not repeatable procedure, and difficult to teach. This article attempts to overcome these barriers using computer vision techniques and also proposes a heuristic model based on movement direction and Euclidean distance to track sperm in videos obtained from an artificial sperm cells simulator.

KW - Sperm Motility

KW - computer vision

KW - image processing

KW - tracking

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U2 - 10.1109/CLEI.2015.7360039

DO - 10.1109/CLEI.2015.7360039

M3 - Conference contribution

AN - SCOPUS:84961878454

T3 - Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

BT - Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

A2 - Cuadros-Vargas, Alex

A2 - Cancela, Hector

A2 - Cuadros-Vargas, Ernesto

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 41st Latin American Computing Conference, CLEI 2015

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Gárate D, Medina R, Incahuanaco F, Beltrán C. A heuristic model for determining the sperm motility grade by video. En Cuadros-Vargas A, Cancela H, Cuadros-Vargas E, editores, Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7360039. (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015). doi: 10.1109/CLEI.2015.7360039

A heuristic model for determining the sperm motility grade by video

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