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Computer image quality selection between JPEG, JPEG 2000 and PDE compression


Galić, Irena; Zovko-Cihlar, Branka; Rimac-Drlje, Snježana
Computer image quality selection between JPEG, JPEG 2000 and PDE compression // Proc. 19th International Conference on Systems, Signals and Image Processing (IWSSIP) / Rupp, Markus ; Mecklenbräuker, Christoph F. (ur.).
Wien, Austria: IEEE Austria Section, 2012. str. 451-455 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Computer image quality selection between JPEG, JPEG 2000 and PDE compression

Autori
Galić, Irena ; Zovko-Cihlar, Branka ; Rimac-Drlje, Snježana

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

Izvornik
Proc. 19th International Conference on Systems, Signals and Image Processing (IWSSIP) / Rupp, Markus ; Mecklenbräuker, Christoph F. - Wien, Austria : IEEE Austria Section, 2012, 451-455

ISBN
978-3-200-02588-2

Skup
International Conference on Systems, Signals and Image Processing (IWSSIP)

Mjesto i datum
Beč, Austrija, 11.-13.04.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Partial differential equations; nonlinear diffusion; image compression; image inpainting; image quality

Sažetak
Importance of compression in the field of digital image processing is growing due to the increasing amount and resolution of images. Research on lossy image compression based on partial differential equations (PDEs) is still a subject of ongoing research. One way of determining efficiency of a lossy compression method is to quantify the reconstruction error between the original image and the reconstructed image. The image quality can be evaluated objectively and subjectively. Our experiments using different image quality assessment methods demonstrate that for high compression rates, PDE-based approach does not only give far better results than the widely-used JPEG standard, but can even beat the quality of the highly optimised JPEG 2000 codec.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361630-1635 - Upravljanje kvalitetom slike u radiodifuziji digitalnog videosignala (Sonja Grgić, )
036-0982560-1643 - Inteligentno određivanje značajki slike u sustavima za otkrivanje znanja (Mislav Grgić, )
165-0361630-1636 - Adaptivni prijenos videosignala radijskim mrežama u heterogenom okruženju (Snježana Rimac-Drlje, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek