Image Compression Scheme for Network Transmission.

Abstract

In this thesis a scheme is proposed for still image compression for realtime transmission over a packet switched network. A layered image compression scheme based on the quad tree decomposition technique (QTD) is developed. The image is decomposed into three layers, where layers are added to a base image to incrementally improve the quality of the reconstructed image. The performance of the QTD is enhanced by adding a DCT algorithm with adaptive bit allocation and a region of interest methodology. The quad tree is then extended to a nona tree whereby pixel blocks of size 3 x 3 are processed instead of 2 x 2. Results are presented to provide a visual subjective perception of the proposed scheme. Depending on the number of layers transmitted, the compression gains range from 60:1 to 16:1. It is shown that the proposed scheme exhibits graceful degradation of the reconstructed image and some error tolerant capabilities.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1995
Accession Number
ADA294959

Entities

People

  • Lim Seng

Organizations

  • Naval Postgraduate School

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Compression
  • Decomposition
  • Degradation
  • Image Compression
  • Perception

Fields of Study

  • Computer science

Readers

  • Computer Networking
  • Image Processing and Computer Vision.