Transform coding with integer-to-integer transforms

Authors
Citation
Vk. Goyal, Transform coding with integer-to-integer transforms, IEEE INFO T, 46(2), 2000, pp. 465-473
Citations number
12
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON INFORMATION THEORY
ISSN journal
00189448 → ACNP
Volume
46
Issue
2
Year of publication
2000
Pages
465 - 473
Database
ISI
SICI code
0018-9448(200003)46:2<465:TCWIT>2.0.ZU;2-1
Abstract
A new interpretation of transform coding is developed that downplays quanti zation and emphasizes entropy coding, allowing a comparison of entropy codi ng methods with different memory requirements. With conventional transform coding, based on computing Karhunen-Loeve transform coefficients acid then quantizing them, vector entropy coding can be replaced by scalar entropy co ding without an increase in rate, Thus the transform coding advantage is a reduction in memory requirements for entropy coding. This paper develops a transform coding technique where the source samples are first scalar-quanti zed and then transformed with an integer-to-integer approximation to a nono rthogonal linear transform. Among the possible advantages is to reduce the memory requirement further than conventional transform coding by using a si ngle common scalar entropy codebook for all components. The analysis shows that for high-rate coding of a Gaussian source, this reduction in memory re quirements comes without any degradation of rate-distortion performance.