Pregled bibliografske jedinice broj: 1240471
Image Interpolation with Edges Preserving and Implementation on the Real ADAS Platform
Image Interpolation with Edges Preserving and Implementation on the Real ADAS Platform // Proceedings IPAS 2022
Genova, 2022. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1240471 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Image Interpolation with Edges Preserving and
Implementation on the Real ADAS Platform
Autori
Kelava, Božidar ; Vranješ, Mario ; Vranješ, Denis ; Lukač, Željko
Kolaboracija
Faculty of Technical Sciences Novi Sad, Serbia
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings IPAS 2022
/ - Genova, 2022, 1-6
Skup
5th IEEE International Conference on Image Processing, Applications and Systems (IPAS 2022)
Mjesto i datum
Genova, Italija, 05.12.2022. - 07.12.2022
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
image interpolation ; ADAS ; real-time
Sažetak
To save transmission, processing and memory resources in Advanced Driver Assistance Systems (ADAS), it is often necessary to reduce the image resolution. Sometimes it is necessary to increase it after the transmission. Both resolution changes involve an image interpolation process. This paper describes implementation for three well-known interpolation methods, nearest neighbour interpolation (NN), bilinear interpolation (BL) and bicubic interpolation (BC), on a real automotive AMV ALPHA platform, using multiple processors on the same System on Chip (SoC). Implementation was done using C programming language and Vision Software Development Kit (VSDK). Specific attention is given to the optimal distribution of tasks to the certain processor. The results have shown that, on the real automotive AMV ALPHA platform, BL interpolation achieves the best trade-off between the quality of interpolated image for the usage in automotive image-processing based algorithms and execution time, especially for the algorithms where the lower frame rate is acceptable (like surround- view, park assist, etc.).
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Projekti:
--IZIP FERIT 2022 - Ispitivanje efikasnosti implementacije naprednih algoritama obrade slike na heterogenu ADAS platformu (Vranješ, Denis) ( CroRIS)
DGS-UNIOS-ZUP 2018-6 - Povećavanje razine pouzdanosti vožnje autonomnih vozila pomoću sustava kamera na vozilu (Vranješ, Mario, DGS - Interni natječaja Sveučilišta Josipa Jurja Strossmayera u Osijeku za znanstvenoistraživačke i umjetničke projekte UNIOS-ZUP 2018) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek
