Image coding with the discrete cosine-III transform

Author

Ersoy, Okan K. ; Nouira, Ahmed

Author_Institution

Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA

Volume

10

Issue

5

fYear

1992

fDate

6/1/1992 12:00:00 AM

Firstpage

884

Lastpage

891

Abstract

The discrete cosine-III transform (DC3T) is the same as the discrete symmetric cosine transform (DSCT) with a specific preprocessing of input data. It has less computational complexity than the discrete cosine transform (DCT) in terms of multiplications. The DC3T is also related to the DCT by a weighting matrix. The performance of the DC3T is compared to the DCT when compression is performed by adaptive coding. Experimental results show that a significant improvement in visual performance and mean square reconstruction error can be achieved over what is possible with the DCT. The better performance is attributed to the weighting of the DCT coefficients, which is indirectly achieved at reduced computational cost

Keywords

encoding; picture processing; transforms; DC3T; DCT; DCT coefficients; DSCT; adaptive coding; compression; computational complexity; computational cost; discrete cosine transform; discrete cosine-III transform; discrete symmetric cosine transform; image coding; input data; mean square reconstruction error; multiplications; picture processing; preprocessing; visual performance; weighting matrix; Adaptive coding; Computational complexity; Covariance matrix; Data preprocessing; Discrete cosine transforms; Discrete transforms; Image coding; Image reconstruction; Karhunen-Loeve transforms; Symmetric matrices;

fLanguage

English

Journal_Title

Selected Areas in Communications, IEEE Journal on

Publisher

ieee

ISSN

0733-8716

Type

jour

DOI

10.1109/49.138993

Filename

138993