Validation of the Algorithm in the Detection of the Image of a Person Based on the Control of a Lighting Device

This research has the objective to validate the effectiveness in the execution of the algorithm based on the detection of the image of a person, applied as a control in a lighting device, for better surveillance and energy efficiency in domestic and business areas. For the methodology was used the a...

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Bibliographic Details
Published inInternational Journal of Online and Biomedical Engineering Vol. 16; no. 9; pp. 105 - 122
Main Authors Garcia-Quilachamin, Washington, Sanchez Cano, Julieta Evangelina, Pro Concepción, Luzmila, Santana Mantuano, Evelyn
Format Journal Article
LanguageEnglish
Published 01.01.2020
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Summary:This research has the objective to validate the effectiveness in the execution of the algorithm based on the detection of the image of a person, applied as a control in a lighting device, for better surveillance and energy efficiency in domestic and business areas. For the methodology was used the analysis of the data obtained in various video surveillance cameras with the algorithm integration. We considered, that the parameters such as the distance concerning the capture speed and its effectiveness in turning on and off a lighting device when detecting the image of a person are positive, false-positive, false-negative and negative were considered. concerning the data obtained, the results determined 99.5% of the image detection is positive. This is validated using the SPSS through the descriptive analysis, the analysis of the coefficient v. of Cramer (1) and the contingency coefficient (0.707).
ISSN:2626-8493
2626-8493
DOI:10.3991/ijoe.v16i09.12933