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Pregled bibliografske jedinice broj: 1028026

Software solution stack for data transfer on a frame grabber platform


Benke, Ivan; Marković, Bože Eugen; Pavlović, Ivan; Milošević, Milena; Grbić, Ratko
Software solution stack for data transfer on a frame grabber platform // 2019 Zooming Innovation in Consumer Technologies Conference (ZINC)
Novi Sad, Srbija: IEEE, 2019. str. 39-43 doi:10.1109/ZINC.2019.8769412 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Software solution stack for data transfer on a frame grabber platform

Autori
Benke, Ivan ; Marković, Bože Eugen ; Pavlović, Ivan ; Milošević, Milena ; Grbić, Ratko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2019 Zooming Innovation in Consumer Technologies Conference (ZINC) / - : IEEE, 2019, 39-43

Skup
2019 Zooming Innovation in Consumer Electronics International Conference

Mjesto i datum
Novi Sad, Srbija, 29-30.05.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
AMV Grabber ; ADAS ; data collection

Sažetak
With the progress of automotive industry arose a need for development of fully autonomous vehicles. Such vehicle is equipped with sensors and cameras designed for monitoring its surroundings. Data received from these sensors is then processed in the vehicle's embedded system which contains algorithms that help driver in a driving process and are a step towards a fully autonomous vehicle. Due to the problem complexity, these algorithms are usually based on machine learning methods and thus inherently require large amounts of data for successful training. Data used for training is mostly video content of situations from actual traffic. To record that video content specialized hardware and its accompanying software is needed. This paper focuses on developing software for existing AMV Grabber hardware board. Entire software stack was developed, from low-level application which controls the hardware directly, through device driver which enables communication between the board and PC, to PC application which enables users to control the hardware indirectly, i.e., to send commands to the board to start or stop recording. PC application is also used to receive data from the board and store it on non-volatile memory of the PC. Finally, measurements were done to display overall system performance.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
UNIOS-ZUP 2018-6

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Ratko Grbić (autor)

Citiraj ovu publikaciju

Benke, Ivan; Marković, Bože Eugen; Pavlović, Ivan; Milošević, Milena; Grbić, Ratko
Software solution stack for data transfer on a frame grabber platform // 2019 Zooming Innovation in Consumer Technologies Conference (ZINC)
Novi Sad, Srbija: IEEE, 2019. str. 39-43 doi:10.1109/ZINC.2019.8769412 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Benke, I., Marković, B., Pavlović, I., Milošević, M. & Grbić, R. (2019) Software solution stack for data transfer on a frame grabber platform. U: 2019 Zooming Innovation in Consumer Technologies Conference (ZINC) doi:10.1109/ZINC.2019.8769412.
@article{article, year = {2019}, pages = {39-43}, DOI = {10.1109/ZINC.2019.8769412}, keywords = {AMV Grabber, ADAS, data collection}, doi = {10.1109/ZINC.2019.8769412}, title = {Software solution stack for data transfer on a frame grabber platform}, keyword = {AMV Grabber, ADAS, data collection}, publisher = {IEEE}, publisherplace = {Novi Sad, Srbija} }
@article{article, year = {2019}, pages = {39-43}, DOI = {10.1109/ZINC.2019.8769412}, keywords = {AMV Grabber, ADAS, data collection}, doi = {10.1109/ZINC.2019.8769412}, title = {Software solution stack for data transfer on a frame grabber platform}, keyword = {AMV Grabber, ADAS, data collection}, publisher = {IEEE}, publisherplace = {Novi Sad, Srbija} }

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