Analog and leaky predictive transform image coding

Author

Feria, Erlan H.

Author_Institution

Coll. of Staten Island, City Univ. of New York, NY, USA

fYear

1991

fDate

20-24 May 1991

Firstpage

126

Abstract

The design equations of minimum mean square error (MSE) predictive transform (PT) coding are augmented with a scalar leak factor to yield PT decoders that more rapidly attenuate the errors introduced by a noisy channel. In addition, the author investigates the analog compression of 3.6-MHz NTSC monochrome images in an additive and zero mean white noise channel environment. Analog compression means that only a fixed number of the most energetic elements of the unquantized coefficient error vector produced by the PT coder are transmitted. For the case of no channel noise, and transmission bandwidths of 3.6, 2.7, 1.8, and 0.9 MHz, a leaky 4×6 PT coder is found to yield an image quality and SNR (signal-to-noise ratio) close to that of an 8×8 KLT coder. For a noisy channel with an SNR of 11.64 dB and similar transmission bandwidths, it is shown that the PT coder significantly outperforms the KLT coder in both image quality and SNR

Keywords

data compression; encoding; picture processing; transforms; video signals; 0.9 MHz; 1.8 MHz; 2.7 MHz; 3.6 MHz; NTSC monochrome images; SNR; analog compression; decoding; image coding; image quality; leaky predictive transform; minimum mean square error; monochrome image; noisy channel; predictive transform coding; scalar leak factor; simulation; Additive white noise; Bandwidth; Decoding; Equations; Image coding; Image quality; Karhunen-Loeve transforms; Mean square error methods; Signal to noise ratio; Working environment noise;

fLanguage

English

Publisher

ieee

Conference_Titel

Aerospace and Electronics Conference, 1991. NAECON 1991., Proceedings of the IEEE 1991 National

Conference_Location

Dayton, OH

Print_ISBN

0-7803-0085-8

Type

conf

DOI

10.1109/NAECON.1991.165733

Filename

165733