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Pregled bibliografske jedinice broj: 1262827

Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000

Livada, Časlav; Horvat, Tomislav; Baumgartner, Alfonzo
Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000 // Applied sciences (Basel), 13 (2023), 5; 3152, 34 doi:10.3390/app13053152 (međunarodna recenzija, članak, znanstveni)

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Naslov
Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000
(Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000)

Autori
Livada, Časlav ; Horvat, Tomislav ; Baumgartner, Alfonzo

Izvornik
Applied sciences (Basel) (2076-3417) 13 (2023), 5; 3152, 34

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

Ključne riječi
block sorting ; compression ; objective and subjective quality assessment ; partial differential equations ; symbol prediction

Sažetak
In this paper, we present a novel compression method based on partial differential equations complemented by block sorting and symbol prediction. Block sorting is performed using the Burrows–Wheeler transform, while symbol prediction is performed using the context mixing method. With these transformations, the range coder is used as a lossless compression method. The objective and subjective quality evaluation of the reconstructed image illustrates the efficiency of this new compression method and is compared with the current standards, JPEG and JPEG 2000.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek,
Sveučilište Sjever, Koprivnica

Profili:

Avatar Url Alfonzo Baumgartner (autor)

Avatar Url Časlav Livada (autor)

Avatar Url Tomislav Horvat (autor)

Poveznice na cjeloviti tekst rada:

doi www.mdpi.com

Citiraj ovu publikaciju:

Livada, Časlav; Horvat, Tomislav; Baumgartner, Alfonzo
Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000 // Applied sciences (Basel), 13 (2023), 5; 3152, 34 doi:10.3390/app13053152 (međunarodna recenzija, članak, znanstveni)
Livada, Č., Horvat, T. & Baumgartner, A. (2023) Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000. Applied sciences (Basel), 13 (5), 3152, 34 doi:10.3390/app13053152.
@article{article, author = {Livada, \v{C}aslav and Horvat, Tomislav and Baumgartner, Alfonzo}, year = {2023}, pages = {34}, DOI = {10.3390/app13053152}, chapter = {3152}, keywords = {block sorting, compression, objective and subjective quality assessment, partial differential equations, symbol prediction}, journal = {Applied sciences (Basel)}, doi = {10.3390/app13053152}, volume = {13}, number = {5}, issn = {2076-3417}, title = {Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000}, keyword = {block sorting, compression, objective and subjective quality assessment, partial differential equations, symbol prediction}, chapternumber = {3152} }
@article{article, author = {Livada, \v{C}aslav and Horvat, Tomislav and Baumgartner, Alfonzo}, year = {2023}, pages = {34}, DOI = {10.3390/app13053152}, chapter = {3152}, keywords = {block sorting, compression, objective and subjective quality assessment, partial differential equations, symbol prediction}, journal = {Applied sciences (Basel)}, doi = {10.3390/app13053152}, volume = {13}, number = {5}, issn = {2076-3417}, title = {Novel Block Sorting and Symbol Prediction Algorithm for PDE-Based Lossless Image Compression: A Comparative Study with JPEG and JPEG 2000}, keyword = {block sorting, compression, objective and subjective quality assessment, partial differential equations, symbol prediction}, chapternumber = {3152} }

Časopis indeksira:


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

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