Pregled bibliografske jedinice broj: 589600
Simplified Structural Similarity Measure for Image Quality Evaluation
Simplified Structural Similarity Measure for Image Quality Evaluation // Proceedings of the International Conference on Systems, Signals and Image Processing (IWSSIP 2012) / Rupp, Markus ; Wistawel, Bernhard (ur.).
Beč: CSM Production GmbH, 2012. str. 442-447 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 589600 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Simplified Structural Similarity Measure for Image Quality Evaluation
Autori
Dumić, Emil ; Bačić, Iva ; Grgić, Sonja
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the International Conference on Systems, Signals and Image Processing (IWSSIP 2012)
/ Rupp, Markus ; Wistawel, Bernhard - Beč : CSM Production GmbH, 2012, 442-447
ISBN
978-3-200-02588-2
Skup
International Conference on Systems, Signals and Image Processing
Mjesto i datum
Beč, Austrija, 11.04.2012. - 13.04.2012
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
SSIM; Image quality database; MSE; VIF; Correlation
Sažetak
In this paper we present modified Structural similarity index - SSIM (SSIMmod) and simplified SSIM (SSIMsimpl) measures and compare them with 3 objective measures (MSE - Mean Squared Error, original SSIM and VIF - Visual Information Fidelity Criterion). Objective measures are compared using 7 publicly available subjective image quality databases and 3 correlation types (Pearson's, Spearman's and Kendall's correlation). Results show that SSIMmod gives higher correlation than original SSIM, while SSIMsimpl with similar weighted mean correlation as original SSIM achieves faster calculation time.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Projekti:
036-0361566-1569 - Laboratorij za elektromagnetsku kompatibilnost i biološke učinke EM polja (Malarić, Krešimir, MZO ) ( CroRIS)
036-0361630-1635 - Upravljanje kvalitetom slike u radiodifuziji digitalnog videosignala (Grgić, Sonja, MZO ) ( CroRIS)
036-0982560-1643 - Inteligentno određivanje značajki slike u sustavima za otkrivanje znanja (Grgić, Mislav, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
