Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding (Contributo in atti di convegno)

Type

• Prodotto della ricerca (Classe)
• Contributo in atti di convegno (Classe)

Label

• Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding (Contributo in atti di convegno) (literal)

Anno

• 1999-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1117/12.372744 (literal)

Alternative label

• Bruno Aiazzi; Luciano Alparone; Stefano Baronti (1999)
  Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding
  in SPIE Annual Meeting 1999 (44th SPIE Annual Meeting): Mathematics of Data/Image Coding, Compression, and Encryption II, Denver, CO, USA, 19-23 Luglio 1999
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Bruno Aiazzi; Luciano Alparone; Stefano Baronti (literal)

Pagina inizio

• 86 (literal)

Pagina fine

• 96 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://spiedigitallibrary.org/proceedings/resource/2/psisdg/3814/1/86_1?isAuthorized=no (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume

• Proceedings of the 44th SPIE Annual Meeting: Mathematics of Data/Image Coding, Compression, and Encryption II (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 3814 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#volumeInCollana

• 3814 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 11 (literal)

Note

• ISI Web of Science (WOS) (literal)
• Scopu (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• \"Nello Carrara\" Research Institute on Electromagnetic Waves IROE-CNR, Via Panciatichi, 64, I-50127 Firenze, Italy Department of Electronic Engineering, University of Florence, Via S. Marta, 3, I-50139 Firenze, Italy \"Nello Carrara\" Research Institute on Electromagnetic Waves IROE-CNR, Via Panciatichi, 64, I-50127 Firenze, Italy (literal)

Titolo

• Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn

• 0-8194-3300-4 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume

• M. S. Schmalz (literal)

Abstract

• This paper discusses the most recent trends in the reversible intraframe compression of grayscale images. With reference to a spatial DPCM scheme, prediction, either linar or nonlinear, may be accomplished in a space-varying fashion following two main strategies: adaptive, i.e., with predictors recalculated at each pixel position, and classified, in which image blocks, or pixels are preliminarily labeled into a number of statistical classes, for which optimum MMSE predictors are calculated. A trade-off between the above two strategies is proposed. It relies on a classified linear-regression prediction obtained through fuzzy techniques, followed by context-based modeling of the outcome prediction errors, to enhance entropy coding. The present scheme is a reworking of a fuzzy encoder previously presented by the authors. Now, predictors, instead of pixel intensity patterns, are fuzzy-clustered to find out optimized MMSE prediction classes, and a novel membership function measuring the fitness of prediction is adopted. A thorough performances comparison with the most advanced methods in the literature highlights advantages, and drawbacks as well, of the fuzzy approach. (literal)

Editore

• SPIE-International Society for Optical Engineering (Editore)

Prodotto di

• Institute of applied physics \"Nello Carrara\" (IFAC) (Istituto)
• Sistemi, metodi di elaborazione ed applicazioni di telerilevamento aerospaziale (ICT.P10.005.001) (Modulo)

Autore CNR

• LUCIANO ALPARONE (Unità di personale esterno)
• STEFANO BARONTI (Unità di personale interno)
• BRUNO AIAZZI (Unità di personale interno)

Insieme di parole chiave

• Keywords of "Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding" (Insieme di parole chiave)

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Autore CNR di

• BRUNO AIAZZI (Unità di personale interno)
• STEFANO BARONTI (Unità di personale interno)
• LUCIANO ALPARONE (Unità di personale esterno)

Prodotto

• Institute of applied physics \"Nello Carrara\" (IFAC) (Istituto)
• Sistemi, metodi di elaborazione ed applicazioni di telerilevamento aerospaziale (ICT.P10.005.001) (Modulo)

Editore di

• SPIE-International Society for Optical Engineering (Editore)

Insieme di parole chiave di

• Keywords of "Trends in lossless image compression: adaptive vs. classified prediction and context modeling for entropy coding" (Insieme di parole chiave)