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Pregled bibliografske jedinice broj: 387159

Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications


Papić, Vladan; Turić, Hrvoje; Dujmić, Hrvoje
Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications // Recent Advances in Automation & Information, Proceedings of the 10th WSEAS Int. Conf. on Automation & Information (ICAI'09) / Nikos E.Mastorakis (ur.).
Prague: WSEAS Press, 2009. str. 152-156 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 387159 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications

Autori
Papić, Vladan ; Turić, Hrvoje ; Dujmić, Hrvoje

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

Izvornik
Recent Advances in Automation & Information, Proceedings of the 10th WSEAS Int. Conf. on Automation & Information (ICAI'09) / Nikos E.Mastorakis - Prague : WSEAS Press, 2009, 152-156

ISBN
978-960-474-064-2

Skup
Int. Conf. on Automation & Information (ICAI'09)

Mjesto i datum
Prag, Češka, 23-25.03.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Image segmentation; mean shift; object detection; aerial images

Sažetak
This paper presents a novel two-stage data segmentation approach for detection of artificial materials and objects in non-urban terrain. High resolution image of the unknown terrain taken with the digital camera from relatively large distance is divided into smaller sub-images for further processing. Each sub-image is segmented and information about obtained cluster centers is transferred to the next stage. Second segmentation stage uses information about cluster centers from all sub-images and applies the same clustering method to this data set. Finally, decision-making module evaluates all potential candidate segments and eventually proposes segments that have high possibility of presenting artificial material or object in the input image.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekti:
177-0232006-1662 - Računalni vid u identifikaciji kinematike sportskih aktivnosti
023-0231924-1661 - ICT sustavi i usluge temeljeni na integraciji informacija (Rožić, Nikola, MZOS ) ( POIROT)
023-0232006-1662 - Računalni vid u identifikaciji kinematike sportskih aktivnosti (Papić, Vladan, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split,
Prirodoslovno-matematički fakultet, Split

Profili:

Avatar Url Hrvoje Turić (autor)

Avatar Url Hrvoje Dujmić (autor)

Avatar Url Vladan Papić (autor)


Citiraj ovu publikaciju:

Papić, Vladan; Turić, Hrvoje; Dujmić, Hrvoje
Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications // Recent Advances in Automation & Information, Proceedings of the 10th WSEAS Int. Conf. on Automation & Information (ICAI'09) / Nikos E.Mastorakis (ur.).
Prague: WSEAS Press, 2009. str. 152-156 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Papić, V., Turić, H. & Dujmić, H. (2009) Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications. U: Nikos E.Mastorakis (ur.)Recent Advances in Automation & Information, Proceedings of the 10th WSEAS Int. Conf. on Automation & Information (ICAI'09).
@article{article, author = {Papi\'{c}, Vladan and Turi\'{c}, Hrvoje and Dujmi\'{c}, Hrvoje}, year = {2009}, pages = {152-156}, keywords = {Image segmentation, mean shift, object detection, aerial images}, isbn = {978-960-474-064-2}, title = {Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications}, keyword = {Image segmentation, mean shift, object detection, aerial images}, publisher = {WSEAS Press}, publisherplace = {Prag, \v{C}e\v{s}ka} }
@article{article, author = {Papi\'{c}, Vladan and Turi\'{c}, Hrvoje and Dujmi\'{c}, Hrvoje}, year = {2009}, pages = {152-156}, keywords = {Image segmentation, mean shift, object detection, aerial images}, isbn = {978-960-474-064-2}, title = {Two-stage segmentation for detection of suspicious objects in aerial and long-range surveillance applications}, keyword = {Image segmentation, mean shift, object detection, aerial images}, publisher = {WSEAS Press}, publisherplace = {Prag, \v{C}e\v{s}ka} }




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