Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.5555/3171004.3171030guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
research-article
Free access

Automatic image indexation and retrieval

Published: 02 April 1991 Publication History

Abstract

This paper presents a new approach for the automatic interpretation of graphical and pictorial images and the creation of access structures based on this analysis. The automatic indexation of images is necessary to support the access to a database of images, giving conditions on the semantic image content. The key aspect of the image analysis process is on the composition of objects, in terms of other objects, taking into account different interpretations and different levels of recognition. The image analysis process can be applied to images belonging to specific domains, described in advance to the system. Image analysis is performed in two steps: in the first step, simple objects are recognized starting from basic graphical/pictorial elements: in the second step, complex objects are recognized (applying domain rules) as compositions of simpler objects and different interpretations are generated. The image query language allows the user to express conditions on the objects to be found in the images, on their relative positions, on their interpretation and degree of recognition.

References

[1]
{Bert90a} Bertino E., Rabitti F. "The MULTOS Query Language", in "Multimedia Office Filing and Retrieval: The MULTOS Approach", edited by C. Thanos. North-Holland Series in Human Factors in Information Technology, North-Holland, 1990.
[2]
{Bert90b} Bertino E., Rabitti F. "Query Processing in MULTOS", in "Multimedia Office Filing and Retrieval: The MULTOS Approach", edited by C. Thanos, North-Holland Series in Human Factors in Information Technology, North-Holland, 1990.
[3]
{Chan81} Chang N. Fu K., "Picture Query Languages for Pictorial Data-Base System", IEEE Computer Vol.14 (Nov. 1981)
[4]
{Chri84} Christodoulakis S. and Faloutsos C., "Signature Files: An Access Methods for Documents and its Analytical Performance Evaluation", ACM Transactions on Office Information Systems, Vol. 2, N. 4, pp. 267--288 (1984).
[5]
{Cont90} P. Conti, F. Rabitti, "Image Retrieval by Semantic Content", in "Multimedia Office Filing and Retrieval: The MULTOS Approach", edited by C. Thanos. North-Holland Series in Human Factors in Information Technology, North-Holland, 1990.
[6]
{Eshe84} Eshera M., Fu K., "A Graph Distance Measure for Image Analysis", IEEE Trans. Syst., Man, Cyber., Vol SMC - 14, No. 3, pp. 398--408 (May/June 1984)
[7]
{Eshe86} Eshera M., Fu K., "An Image Understanding Systems Using Attributed Symbolic Representation and Inexact Graph-Matching". IEEE Trans. Pattern Anal. Macth. Intell., Vol PAMI-8, No 5, pp. 604--618 (Sept. 1986)
[8]
{Falo87} Faloutsos C., Sellis T. and Roussopoulos N., "Analysis of Object Spatial Access Methods", Proc. ACM SIGMOD (May 1987).
[9]
{Hero80} "Spatial management of data", ACM Trans. Database Syst. 5(4), pp. 493--513 (Dec. 1980).
[10]
{Kuni89} "Visual Database Systems", edited by T. L. Kunii, North-Holland (1989).
[11]
{Pala88} Palay A.J. "The Andrew Toolkit", Proc. of the USENIX Technical Conf. (1988).
[12]
{Rabi87} Rabitti F., Stanchev P., "An Approach to Image Retrieval from Large Image Databases", Proc. ACM-SIGIR Conf., New Orleans, pp. 284--295 (1987).
[13]
{Rabi89a} F. Rabitti, P. Stanchev, "GRIM_DBMS: a GRaphical IMage Data Base Management System" Proc. IFIP TC-2 Working Conference on Visual Database Systems, Tokyo (April 1989), in "Visual Database Systems", edited by T. L. Kunii, North-Holland, pp. 415--430 (1989).
[14]
{Rabi89b} F. Rabitti, P. Stanchev, "Image Database Management Systems: Applied Theories. Tools and Decisions" Proc. of the Third International Conference on Automatic Image Processing. CAIP-89, Leipzig, GDR (Sept. 1989), in "Computer Analysis of Images and Patterns", edited by K. Voss, D. Chetvenkov, G. Sommer, Akademie-Verlag, Berlin, pp. 206--214 (1989).
[15]
{Rabi90} F. Rabitti, P. Savino, "Image Analysis for Semantic Image Databases", IEI-CNR Tech. Rep. B8-34, Pisa, Sept. 1990.

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Guide Proceedings
RIAO '91: Intelligent Text and Image Handling - Volume 2
April 1991
450 pages

Publisher

LE CENTRE DE HAUTES ETUDES INTERNATIONALES D'INFORMATIQUE DOCUMENTAIRE

Paris, France

Publication History

Published: 02 April 1991

Qualifiers

  • Research-article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 56
    Total Downloads
  • Downloads (Last 12 months)33
  • Downloads (Last 6 weeks)10
Reflects downloads up to 26 Dec 2024

Other Metrics

Citations

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media