Medical Image Sequence Coding Using Adaptive Vector Quantization

Huifang Sun; Morris Goldberg

doi:10.1117/12.967007

1 January 1987 Medical Image Sequence Coding Using Adaptive Vector Quantization

Huifang Sun, Morris Goldberg

Proceedings Volume 0767, Medical Imaging; (1987) https://doi.org/10.1117/12.967007
Event: Medical Imaging, 1987, Newport Beach, CA, United States

Abstract

A two-stage adaptive vector quantization scheme for radiographic image sequence coding is introduced. In vector quantization, an image se-quence is first mapped into a vector set; each vector is then encoded by two distinct pieces of information, the label and the corresponding code-word. The main problem in adaptive vector quantization is how to track the changes occurring in the sequence by updating the labels and the code-words. From the point of view of image vector quantization, the changes occurring in the radiographic image sequences can be categorized into two types: those due to body motion and those due to the injected contrast dye material. In the scheme proposed, encoding is performed in two stages. In the first stage, the label memory of the primary codebook is replenished to track the changes caused mainly by patient motions. In the second stage, the residual error vectors drawn from the area with contrast dye material are further encoded by a small secondary codebook. These areas are reliably detected as their mean values increase with the arrival of the contrast dye. By preferentially allocating extra bits (codewords) to these areas, both low distortion and better reproduction of the diagnostically useful information is obtained. Numerical and pictorial results are presented and demonstrate that good reproduction, especially those parts of the image containing contrast dye, can be obtained at a compression ratio of approximately 10 to 1 (about 0.8 bits/ pixel).

Citation Download Citation

Huifang Sun and Morris Goldberg "Medical Image Sequence Coding Using Adaptive Vector Quantization", Proc. SPIE 0767, Medical Imaging, (1 January 1987); https://doi.org/10.1117/12.967007

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available