Abstract
One of the challenges in image and video retrieval is the content-based retrieval of images and videos in the web. Less work has been done in this area, mainly due to scalability issues. For this reason, in this paper we investigate this problem by presenting tools for the characterization of the visual contents on specific web collections and a strategy for the search of faces in the web using visual and text information. A case study is also presented in a specific web domain.
This research was funded by Millenium Nucleus Center for Web Research, Grant P01-029-F, Chile.
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
Baeza-Yates, R., Castillo, C.: Balancing collection volume, quality and freshness in a web crawler. In: Abraham, A., Ruiz-del-Solar, J., Köppen, M. (eds.) Soft-Computing Systems: Design, Management and Applications Frontiers in Artificial Intelligence and Applications, vol. 87, pp. 565–572. IOS Press, Amsterdam (2002)
Baeza-Yates, R., Poblete, B.J., Saint-Jean, F.: Evolución de la Web Chilena 2001-2002 (Evolution of the Chilean Web 2001 - 2002), Center for Web Research, Department of Computer Science, Universidad de Chile (January 2003) (in Spanish)
CLUTO Home page: http://www-users.cs.umn.edu/~karypis/cluto/
Frankel, C., Swain, M.J., Athitsos, V.: WebSeer: An Image Search Engine for the World Wide Web, University of Chicago Technical Report TR-96-14, July 31 (1996)
Jaimes, A., Ruiz-del-Solar, J., Verschae, R., Yaksic, D., Baeza-Yates, R., Davis, E., Castillo, C.: On the Image Content of the Web in Chile. In: Proc. of the First Latin American Web Congress, November 10 - 12, pp. 72–83. IEEE CS Press, Santiago (2003)
Rui, Y., Huang, T.S., Chang, S.-F.: Image Retrieval: Current Directions, Promising Techniques, and Open Issues. Journal of Visual Communication and Image Representation 10, 1–23 (1999)
Ruiz-del-Solar, J., Verschae, R.: Robust Skin Segmentation using Neighborhood Information. In: ICIP 2004 (2004) (submitted)
Sebe, N., Lew, M., Zhou, X., Huang, T., Bakker, E.: The State of the Art in Image and Video Retrieval. In: Bakker, E.M., Lew, M., Huang, T.S., Sebe, N., Zhou, X.S. (eds.) CIVR 2003. LNCS, vol. 2728, pp. 1–8. Springer, Heidelberg (2003)
Smith, J.R., Chang, S.-F.: An Image and Video Search Engine for the World-Wide Web. In: Proc. of SPIE Storage & Retrieval for Image and Video Databases V, San Jose, CA, February 1997, vol. 3022, pp. 84–95 (1997)
TodoCL Search Engine, http://www.todocl.cl/
Verschae, R., Ruiz-del-Solar, J.: A Hybrid Face Detector based on an Asymmetrical Adaboost Cascade Detector and a Wavelet-Bayesian-Detector. In: Mira, J., Álvarez, J.R. (eds.) IWANN 2003. LNCS, vol. 2686, pp. 742–749. Springer, Heidelberg (2003)
Viola, P., Jones, M.: Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade. In: Advances in Neural Information Processing System, vol. 14, MIT Press, Cambridge (2002)
Witten, I., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, San Francisco (1999), Weka homepage: http://www.cs.waikato.ac.nz/~ml/weka/
Zhao, Y., Karypis, G.: Comparison of Agglomerative and partitional document clustering algorithms. In: SIAM Workshop on Clustering High-dimensional Data and its Applications (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Baeza-Yates, R., Ruiz-del-Solar, J., Verschae, R., Castillo, C., Hurtado, C. (2004). Content-Based Image Retrieval and Characterization on Specific Web Collections. In: Enser, P., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds) Image and Video Retrieval. CIVR 2004. Lecture Notes in Computer Science, vol 3115. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27814-6_25
Download citation
DOI: https://doi.org/10.1007/978-3-540-27814-6_25
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22539-3
Online ISBN: 978-3-540-27814-6
eBook Packages: Springer Book Archive