Thermal Imaging Dataset for Person Detection (CROSBI ID 677327)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Kristo, Mate ; Ivašić-Kos, Marina
engleski
Thermal Imaging Dataset for Person Detection
In this paper will be presented an original thermal dataset designed for training machine learning models for person detection. The dataset contains 7412 thermal images of humans captured in various scenarios while walking, running, or sneaking. The recordings are captured in the LWIR segment of the electromagnetic (EM) in various weather condition- clear, fog and rain at different distances from the camera, different body positions (upright, hunched) and movement speeds (regular walking, running). In addition to the standard lens of the camera, we used a telephoto lens for video recording, and we compared the image quality at different weather conditions and at different distances in both cases and set parameters that provided the level of detail in the image that can be used to detect the person.
Person detection, thermal imaging, surveillance, access control, dataset, biometric
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Podaci o prilogu
1316-1321.
2019.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of 42nd International ICT Convention – MIPRO 2019
Biljanović, Petar (ur.).
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
1847-3946
Podaci o skupu
MIPRO 2019
predavanje
20.05.2019-24.05.2019
Opatija, Hrvatska
Povezanost rada
Računarstvo, Informacijske i komunikacijske znanosti