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Pregled bibliografske jedinice broj: 1085093

SVM based column-level approach for crosswalk detection in low-resolution images

Romic, Kresimir; Galic, Irena; Leventic, Hrvoje; Habijan, Marija
SVM based column-level approach for crosswalk detection in low-resolution images // 2020 International Symposium ELMAR
Zadar: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 133-137 doi:10.1109/elmar49956.2020.9219032 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 1085093 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
SVM based column-level approach for crosswalk detection in low-resolution images

Autori
Romic, Kresimir ; Galic, Irena ; Leventic, Hrvoje ; Habijan, Marija

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

Izvornik
2020 International Symposium ELMAR / - Zadar : Institute of Electrical and Electronics Engineers (IEEE), 2020, 133-137

ISBN
978-1-7281-5973-7

Skup
62nd International Symposium ELMAR-2020

Mjesto i datum
Zadar, Hrvatska, 14.09.2020. - 15.09.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Visually impaired, SVM, Crosswalk detection, Column-level decision

Sažetak
Development of automated assistance systems for the visually impaired is still relatively uncommon research topic. However, the use of the cameras and image processing is widely spread and can be a good source of useful information for the visually impaired user. In this work, we are considering usage of SVM (Support Vector Machine) for detecting the crosswalk region in low-resolution images. The proposed approach uses SVM to make decisions on column level thereby providing the horizontal position of the crosswalk in image. Such information can potentially help the visually impaired person to cross the road safely. Preliminary testing was conducted and satisfying results were obtained especially in terms of performance.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Marija Habijan (autor)

Avatar Url Hrvoje Leventić (autor)

Avatar Url Irena Galić (autor)

Avatar Url Krešimir Romić (autor)

Poveznice na cjeloviti tekst rada:

doi

Citiraj ovu publikaciju:

Romic, Kresimir; Galic, Irena; Leventic, Hrvoje; Habijan, Marija
SVM based column-level approach for crosswalk detection in low-resolution images // 2020 International Symposium ELMAR
Zadar: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 133-137 doi:10.1109/elmar49956.2020.9219032 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Romic, K., Galic, I., Leventic, H. & Habijan, M. (2020) SVM based column-level approach for crosswalk detection in low-resolution images. U: 2020 International Symposium ELMAR doi:10.1109/elmar49956.2020.9219032.
@article{article, author = {Romic, Kresimir and Galic, Irena and Leventic, Hrvoje and Habijan, Marija}, year = {2020}, pages = {133-137}, DOI = {10.1109/elmar49956.2020.9219032}, keywords = {Visually impaired, SVM, Crosswalk detection, Column-level decision}, doi = {10.1109/elmar49956.2020.9219032}, isbn = {978-1-7281-5973-7}, title = {SVM based column-level approach for crosswalk detection in low-resolution images}, keyword = {Visually impaired, SVM, Crosswalk detection, Column-level decision}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Zadar, Hrvatska} }
@article{article, author = {Romic, Kresimir and Galic, Irena and Leventic, Hrvoje and Habijan, Marija}, year = {2020}, pages = {133-137}, DOI = {10.1109/elmar49956.2020.9219032}, keywords = {Visually impaired, SVM, Crosswalk detection, Column-level decision}, doi = {10.1109/elmar49956.2020.9219032}, isbn = {978-1-7281-5973-7}, title = {SVM based column-level approach for crosswalk detection in low-resolution images}, keyword = {Visually impaired, SVM, Crosswalk detection, Column-level decision}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Zadar, Hrvatska} }

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