Multimodal 3D imaging of work machine targets

Beskrivning

We provide a proof-of-concept dataset containing data from test scenes designed for mobile work machine applications. The vehicle used for recording was equipped with a sensor rig that constitutes two RGB cameras, SWIR camera, Time of Flight camera, hyperspectral camera, LIDAR, IMU and GNSS. The sensors were synchronized using PTP protocol. The sequences were captured on a sunny day in summer conditions. The dataset can be used, for example, for developing methods for 3D measurement of work targets, state of the art visual odometry approaches and visual simultaneous localization and mapping algorithms.
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Publiceringsår

2023

Typ av data

Upphovspersoner

Informaatioteknologian ja viestinnän tiedekunta

Centre for Immersive Visual Technologies - Upphovsperson, Utgivare

Projekt

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap

Språk

engelska

Öppen tillgång

Öppet

Licens

Creative Commons Attribution 4.0 International (CC BY 4.0)

Nyckelord

3D, dataset, GNSS, GPS, heavy machine, IMU, localization, machine vision, stereo, SWIR

Ämnesord

Temporal täckning

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