Content-Based Image Indexing.

Tzi-cker Chiueh: Content-Based Image Indexing. VLDB 1994: 582-593

@inproceedings{DBLP:conf/vldb/Chiueh94,
  author    = {Tzi-cker Chiueh},
  editor    = {Jorge B. Bocca and
               Matthias Jarke and
               Carlo Zaniolo},
  title     = {Content-Based Image Indexing},
  booktitle = {VLDB'94, Proceedings of 20th International Conference on Very
               Large Data Bases, September 12-15, 1994, Santiago de Chile, Chile},
  publisher = {Morgan Kaufmann},
  year      = {1994},
  isbn      = {1-55860-153-8},
  pages     = {582-593},
  ee        = {db/conf/vldb/vldb94-582.html},
  crossref  = {DBLP:conf/vldb/94},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

We formulate the content-based image indexing problem as a multi-dimensional nearest-neighbor search problem, and develop/implement an optimistic vantage-point tree algorithm that can dynamically adapt the indexed search process to the characteristics of given queries. Based on our performance study, the system typically only needs to touch less than 20% of the index entries for well-behaved queries, i.e., when the query images are relatively close to their nearest neighbors in the database. We also report in this paper the results of extensive performance experiments, which characterize the impacts of various configuration and workload parameters on the performance of the proposed algorithm.

Copyright © 1994 by the VLDB Endowment. Permission to copy without fee all or part of this material is granted provided that the copies are not made or distributed for direct commercial advantage, the VLDB copyright notice and the title of the publication and its date appear, and notice is given that copying is by the permission of the Very Large Data Base Endowment. To copy otherwise, or to republish, requires a fee and/or special permission from the Endowment.

Online Paper

Download PDF file (www.vldb.org, Darmstadt, Germany)
Download PDF file (www.acm.org, New York, USA)

ACM SIGMOD Anthology

CDROM Version: Load the CDROM "Volume 1 Issue 5, VLDB '89-'97" and ...

Windows: Click the letter of your CD drive
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
Mac: Click here
UNIX/LINUX: mount the CD and click on the path of your mount point:
/Anthology/vldb8997 or /cdrom

DVD Version: Load ACM SIGMOD Anthology DVD 1" and ...

Windows: Click the letter of your CD drive
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
Mac: Click here
UNIX/LINUX: mount the DVD and click on the path of your mount point:
/Anthology/aDVD1 or /dvd

Printed Edition

Jorge B. Bocca, Matthias Jarke, Carlo Zaniolo (Eds.): VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases, September 12-15, 1994, Santiago de Chile, Chile. Morgan Kaufmann 1994, ISBN 1-55860-153-8
Contents

References

[ARYA92]: ...
[CHIU94]: ...
[GROS92]: William I. Grosky, Peter Neo, Rajiv Mehrotra: A pictorial index mechanism for model-based matching. Data Knowl. Eng. 8: 309-327(1992)
[GROS89]: William I. Grosky, Peter Neo, Rajiv Mehrotra: A Pictorial Index Mechanism for Model-Based Matching. ICDE 1989: 180-187
[JAGA91]: H. V. Jagadish: A Retrieval Technique for Similar Shapes. SIGMOD Conference 1991: 208-217
[MEHR93]: Rajiv Mehrotra, James E. Gary: Feature-Based Retrieval of Similar Shapes. ICDE 1993: 108-115
[NIBL93]: Wayne Niblack, Ron Barber, William Equitz, Myron Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, Christos Faloutsos, Gabriel Taubin: The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) 1993: 173-187
[OZSO93]: Gultekin Özsoyoglu, Huaqing Wang: Example-Based Graphical Database Query Languages. IEEE Computer 26(5): 25-38(1993)
[YIAN92]: ...