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Titel:

Verification image dataset under hazardous conditions, including clean, fog, raindrops on lens, and dirt on lens

Dokumenttyp:
Forschungsdaten
Veröffentlichungsdatum:
17.04.2025
Verantwortlich:
Lee, Changjoo
Autorinnen / Autoren:
Lee, Changjoo; Schätzle, Simon; Lang, Andreas Stefan; Maier, Michael; Oksanen, Timo
Institutionszugehörigkeit:
1) Technical University of Munich (Agrimechatronics): Lee, Changjoo; Maier, Michael; Oksanen, Timo;
2) Sensor-Technik Wiedemann GmbH: Schätzle, Simon; Lang, Andreas Stefan
Herausgeber:
TUM
Identifikator:
doi:10.14459/2024mp1760061
Enddatum der Datenerzeugung:
16.07.2024
Fachgebiet:
ARC Architektur; DAT Datenverarbeitung, Informatik; VER Technik der Verkehrsmittel
Quellen der Daten:
Experimente und Beobachtungen / experiments and observations
Datentyp:
Bilder / images
Methode der Datenerhebung:
A 3D-printed bi-partite chamber is sandwiched between two acrylic clear panels and placed in front of the two lenses of a stereo camera (Stereolabs, ZED mini). The left chamber is filled with water droplets dispersed by an internal raindrop nozzle, while the right chamber contains fog produced by an ultrasonic humidifier. A second stereo camera (Stereolabs, ZED 2i) is mounted on top of the chamber, one of its lenses obscured by dirt, while the other lens is clear. A water pump (Decdeal, submersi...     »
Beschreibung:
This dataset was recorded as a means for verifying the performance of perception systems under hazardous scenarios. Four types of images are collected on a tractor; clear, dirty raindrops on lens, and foggy images. Each scene is time-synchronized and consists of 1920 x 1080 pixel colour images captured at approximatedy 1 frame per second.
Schlagworte:
Fog; raindrops on lens; dirt on lens; hazardous scenario
Technische Hinweise:
View and download (2.9 GB total, 1420 Files)
The data server also offers downloads with FTP
The data server also offers downloads with rsync (password m1760061):
rsync rsync://m1760061@dataserv.ub.tum.de/m1760061/
Sprache:
en
Rechte:
by, http://creativecommons.org/licenses/by/4.0
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