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Pregled bibliografske jedinice broj: 896853

LeArEst: Length and Area Estimation from Data Measured with Additive Error

Benšić, Mirta; Taler, Petar; Hamedović, Safet; Nyarko, Emmanuel Karlo; Sabo, Kristian
LeArEst: Length and Area Estimation from Data Measured with Additive Error // R Journal, 9 (2017), 2; 461-473 (međunarodna recenzija, članak, znanstveni)

CROSBI ID: 896853 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
LeArEst: Length and Area Estimation from Data Measured with Additive Error

Autori
Benšić, Mirta ; Taler, Petar ; Hamedović, Safet ; Nyarko, Emmanuel Karlo ; Sabo, Kristian

Izvornik
R Journal (2073-4859) 9 (2017), 2; 461-473

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
noisy image, additive error, border estimation, area estimation

Sažetak
This paper describes an R package LeArEst that can be used for estimating object dimensions from a noisy image. The package is based on the simple parametric model for data that are drawn from uniform distribution contaminated by an additive error. Our package is able to estimate the length of the object of interest on a given straight line that intersects it as well as to estimate the object area if it is elliptically shaped. The input data may be a numerical vector as well as an image in JPEG format. In this paper, background statistical models and methods for the package are summarized, and algorithms and key functions implemented are described. Also, examples that demonstrate its usage are provided.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Računarstvo



POVEZANOST RADA

Projekti:
HRZZ-IP-2016-06-6545 - Optimizacijski i statistički modeli i metode prepoznavanja svojstava skupova podataka izmjerenih s pogreškama (OSMoMeSIP) (OSMoMeSIP) (Scitovski, Rudolf, HRZZ ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek,
Sveučilište u Osijeku, Odjel za matematiku

Profili:

Avatar Url Petar Taler (autor)

Avatar Url Kristian Sabo (autor)

Avatar Url Mirta Benšić (autor)

Avatar Url Emmanuel Karlo Nyarko (autor)

journal.r-project.org journal.r-project.org

Citiraj ovu publikaciju:

Benšić, Mirta; Taler, Petar; Hamedović, Safet; Nyarko, Emmanuel Karlo; Sabo, Kristian
LeArEst: Length and Area Estimation from Data Measured with Additive Error // R Journal, 9 (2017), 2; 461-473 (međunarodna recenzija, članak, znanstveni)
Benšić, M., Taler, P., Hamedović, S., Nyarko, E. & Sabo, K. (2017) LeArEst: Length and Area Estimation from Data Measured with Additive Error. R Journal, 9 (2), 461-473.
@article{article, author = {Ben\v{s}i\'{c}, Mirta and Taler, Petar and Hamedovi\'{c}, Safet and Nyarko, Emmanuel Karlo and Sabo, Kristian}, year = {2017}, pages = {461-473}, keywords = {noisy image, additive error, border estimation, area estimation}, journal = {R Journal}, volume = {9}, number = {2}, issn = {2073-4859}, title = {LeArEst: Length and Area Estimation from Data Measured with Additive Error}, keyword = {noisy image, additive error, border estimation, area estimation} }
@article{article, author = {Ben\v{s}i\'{c}, Mirta and Taler, Petar and Hamedovi\'{c}, Safet and Nyarko, Emmanuel Karlo and Sabo, Kristian}, year = {2017}, pages = {461-473}, keywords = {noisy image, additive error, border estimation, area estimation}, journal = {R Journal}, volume = {9}, number = {2}, issn = {2073-4859}, title = {LeArEst: Length and Area Estimation from Data Measured with Additive Error}, keyword = {noisy image, additive error, border estimation, area estimation} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

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