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Pregled bibliografske jedinice broj: 829341

Face and Nose Detection in Digital Images using Local Binary Patterns


Kružić, Stanko; Papić, Vladan
Face and Nose Detection in Digital Images using Local Binary Patterns // 2016 International Multidisciplinary Conference on Computer and Energy Science (SpliTech 2016)
Split: Fakultet elektrotehnike, strojarstva i brodogradnje, 2016. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni)


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Naslov
Face and Nose Detection in Digital Images using Local Binary Patterns

Autori
Kružić, Stanko ; Papić, Vladan

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

Izvornik
2016 International Multidisciplinary Conference on Computer and Energy Science (SpliTech 2016) / - Split : Fakultet elektrotehnike, strojarstva i brodogradnje, 2016

ISBN
978-953-290-060-6

Skup
International Multidisciplinary Conference on Computer and Energy Science Splitech 2016

Mjesto i datum
Split, Hrvatska, 13-15.07.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
AdaBoost ; cascade of classifiers ; classifier ; detector ; face detection ; object detection

Sažetak
This paper describes an approach to object detection based on Viola-Jones algorithm and LBP histogram. LBP is used on sub-windows of the input image to obtain LBP feature histogram, from which small number of key visual features is extracted using machine learning algorithm based on AdaBoost. The final decision if image contains the object is training cascade of classifiers which rejects the negative sub-windows quickly and use processor time for those sub-windows which are have higher probability for containing the object in question.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split

Profili:

Avatar Url Stanko Kružić (autor)

Avatar Url Vladan Papić (autor)

Poveznice na cjeloviti tekst rada:

Pristup cjelovitom tekstu rada

Citiraj ovu publikaciju:

Kružić, Stanko; Papić, Vladan
Face and Nose Detection in Digital Images using Local Binary Patterns // 2016 International Multidisciplinary Conference on Computer and Energy Science (SpliTech 2016)
Split: Fakultet elektrotehnike, strojarstva i brodogradnje, 2016. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni)
Kružić, S. & Papić, V. (2016) Face and Nose Detection in Digital Images using Local Binary Patterns. U: 2016 International Multidisciplinary Conference on Computer and Energy Science (SpliTech 2016).
@article{article, author = {Kru\v{z}i\'{c}, Stanko and Papi\'{c}, Vladan}, year = {2016}, keywords = {AdaBoost, cascade of classifiers, classifier, detector, face detection, object detection}, isbn = {978-953-290-060-6}, title = {Face and Nose Detection in Digital Images using Local Binary Patterns}, keyword = {AdaBoost, cascade of classifiers, classifier, detector, face detection, object detection}, publisher = {Fakultet elektrotehnike, strojarstva i brodogradnje}, publisherplace = {Split, Hrvatska} }
@article{article, author = {Kru\v{z}i\'{c}, Stanko and Papi\'{c}, Vladan}, year = {2016}, keywords = {AdaBoost, cascade of classifiers, classifier, detector, face detection, object detection}, isbn = {978-953-290-060-6}, title = {Face and Nose Detection in Digital Images using Local Binary Patterns}, keyword = {AdaBoost, cascade of classifiers, classifier, detector, face detection, object detection}, publisher = {Fakultet elektrotehnike, strojarstva i brodogradnje}, publisherplace = {Split, Hrvatska} }




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