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Pregled bibliografske jedinice broj: 866849

Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models

Lacković, Igor; Maretić, Igor Silva
Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models // CMBEBIH 2017. IFMBE Proceedings, vol 62. / Badnjević, Almir (ur.).
Singapur: Springer, 2017. str. 548-553 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 866849 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models

Autori
Lacković, Igor ; Maretić, Igor Silva

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

Izvornik
CMBEBIH 2017. IFMBE Proceedings, vol 62. / Badnjević, Almir - Singapur : Springer, 2017, 548-553

ISBN
978-981-10-4165-5

Skup
International Conference on Medical and Biological Engineering 2017

Mjesto i datum
Sarajevo, Bosna i Hercegovina, 16.03.2017. - 18.03.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Image segmentation ; Colony forming unit (CFU) ; Automated colony counting ; Histogram modeling ; Gaussian mixture models

Sažetak
The task of counting colony forming units (CFUs) manually is repetitive, time consuming and prone to error. Many different approaches have been developed trying to automate this task aiming towards fully automated and reliable software for colony counting. This work presents a new approach to automated counting of CFUs based on histogram modeling using Gaussian mixture models.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

Napomena
DOI: 10.1007/978-981-10-4166-2_83



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Igor Lacković (autor)

Citiraj ovu publikaciju:

Lacković, Igor; Maretić, Igor Silva
Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models // CMBEBIH 2017. IFMBE Proceedings, vol 62. / Badnjević, Almir (ur.).
Singapur: Springer, 2017. str. 548-553 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Lacković, I. & Maretić, I. (2017) Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models. U: Badnjević, A. (ur.)CMBEBIH 2017. IFMBE Proceedings, vol 62..
@article{article, author = {Lackovi\'{c}, Igor and Mareti\'{c}, Igor Silva}, editor = {Badnjevi\'{c}, A.}, year = {2017}, pages = {548-553}, keywords = {Image segmentation, Colony forming unit (CFU), Automated colony counting, Histogram modeling, Gaussian mixture models}, isbn = {978-981-10-4165-5}, title = {Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models}, keyword = {Image segmentation, Colony forming unit (CFU), Automated colony counting, Histogram modeling, Gaussian mixture models}, publisher = {Springer}, publisherplace = {Sarajevo, Bosna i Hercegovina} }
@article{article, author = {Lackovi\'{c}, Igor and Mareti\'{c}, Igor Silva}, editor = {Badnjevi\'{c}, A.}, year = {2017}, pages = {548-553}, keywords = {Image segmentation, Colony forming unit (CFU), Automated colony counting, Histogram modeling, Gaussian mixture models}, isbn = {978-981-10-4165-5}, title = {Automated Colony Counting Based on Histogram Modeling Using Gaussian Mixture Models}, keyword = {Image segmentation, Colony forming unit (CFU), Automated colony counting, Histogram modeling, Gaussian mixture models}, publisher = {Springer}, publisherplace = {Sarajevo, Bosna i Hercegovina} }

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