Abstract
This paper addresses the problem of detection and delineation of interest points in images as part of an automatic image and video indexing for search by content purposes project. We propose a novel key point detector based on multiresolution contrast information. We compare this detector to the Plessey feature point detector as well as the detector introduced in the SUSAN project. As we are interested in common database applications, we focus this comparison on robustness versus coding noise like Jpeg noise.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
P. Aigrain, H. Zhang & D. Petkovic (1996) Content-Based Representation and Retrieval of Visual Media: A State-of-the-Art Review, Multimedia Tools and Applications, 1996.
M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele & P. Yanker (1995) Query by image and video content: The qbic system, IEEE Computer special issue on content based picture retrieval system, 28(9), 23–32.
J.M. Jolion & A. Rosenfeld (1993) A Pyramid Framework for Early Vision, Kluwer Academic Press.
J.M. Jolion (1994) Multiresolution Analysis of Contrast in Digital Images (in french), Traitement du Signal, 11(3), 245–255.
W.K. Pratt (1978) Digital Image Processing, New York, Wiley, Interscience.
C. Schmid & R. Mohr (1997) Local Grayvalue Invariants for Image Retrieval, IEEE Trans. on Pattern Analysis and Machine Intelligence, 19(5), 530–535.
S.M. Smith & J.M. Brady (1997) SUSAN — A New Approach to Low Level Image Processing, Int. Journal of Computer Vision, 23(1), 45–78.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1999 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bres, S., Jolion, JM. (1999). Detection of Interest Points for Image Indexation. In: Huijsmans, D.P., Smeulders, A.W.M. (eds) Visual Information and Information Systems. VISUAL 1999. Lecture Notes in Computer Science, vol 1614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48762-X_53
Download citation
DOI: https://doi.org/10.1007/3-540-48762-X_53
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-66079-8
Online ISBN: 978-3-540-48762-3
eBook Packages: Springer Book Archive