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Tuning of Classifiers to Speed-Up Detection of Pedestrians in Infrared Images

This paper presents an experimental evaluation of real-time pedestrian detection algorithms and their tuning using the proposed universal performance index. With this index, the precise choice of various parameters is possible. Moreover, we determined the best resolution of the analysis window, whic...

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Detalles Bibliográficos
Autores principales: Piniarski, Karol, Pawłowski, Paweł, Dąbrowski, Adam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471988/
https://www.ncbi.nlm.nih.gov/pubmed/32764301
http://dx.doi.org/10.3390/s20164363