Performance evaluation of progressive image transmission techniques

R. Mattaparthi, Sethuraman Panchanathan, M. Goldberg

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Progressive image transmission is receiving attention for application in interactive image communication over low-bandwidth channels, In progressive image transmission (PIT), a low resolution image is first transmitted, this is later progressively improved by further transmissions until the received image is reasonably a good representation of the original image. In this paper, we present a comparative performance evaluation of four PIT techniques based on vector quantization (VQ) namely: PIT by residual error VQ in spatial domain (RVQ-SPA), and in transform domain (RVQ-TRA), multistage VQ by optimum bit allocation (MVQ-OBA), and VQ on images in quadtree form (VQ-QT). In VQSPA, VQ is applied on the residual errors in spatial domain. The residual error image is generated by taking the difference between the original image and coded image. A fraction of the image information is transmitted, which is utilized in the reconstruction of the image. In the next technique, VQ is applied on the residua] errors in the transform domain. In MVQ-OBA, VQ is applied on the transform coefficients in sach a way that the total number of bits allocated to each coefficient is proportional to the coefficient variance-, In the last technique the image to be transmitted is first decomposed into a quadtree data structure, VQ is then applied to the difference quadtree (VQ-QT). Our simulation results demonstrate that all the four techniques, exhibit very good coding performance at low bit rates. Here, PIT using discrete cosine transform (OCT) is used as the baseline.

Original languageEnglish (US)
Title of host publicationComputer and Communication
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages405-409
Number of pages5
ISBN (Electronic)0780305388
DOIs
StatePublished - Jan 1 1991
Externally publishedYes
Event1991 IEEE Region 10 International Conference on EC3-Energy, Computer, Communication and Control Systems, TENCON 1991 - New Delhi, India
Duration: Aug 28 1991Aug 30 1991

Publication series

NameIEEE Region 10 Annual International Conference, Proceedings/TENCON
Volume3
ISSN (Print)2159-3442
ISSN (Electronic)2159-3450

Conference

Conference1991 IEEE Region 10 International Conference on EC3-Energy, Computer, Communication and Control Systems, TENCON 1991
CountryIndia
CityNew Delhi
Period8/28/918/30/91

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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  • Cite this

    Mattaparthi, R., Panchanathan, S., & Goldberg, M. (1991). Performance evaluation of progressive image transmission techniques. In Computer and Communication (pp. 405-409). [753909] (IEEE Region 10 Annual International Conference, Proceedings/TENCON; Vol. 3). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TENCON.1991.753909