Content-based multiresolution indexing and retrieval of Paleontology images
2001 (English)In: Proceedings of SPIE, the International Society for Optical Engineering, ISSN 0277-786X, E-ISSN 1996-756X, Vol. 4315, p. 482-489Article in journal (Refereed) Published
Abstract [en]
In this article a research work in the field of content-based image retrieval in large database applied to the Paleontolgy image database of the université de Bourgogne, Dijon, France called "TRANS'TYFIPAL" is proposed. Our indexing method is based on multiresolution decomposition of database images using wavelets. For each kind of paleontology images we try to find a characteristic image representing it. This model image is computed using a classification algorithm on the space of parameters extracted from the wavelet transform of each image. Then a search tree is built to offer users a graphic interface for retrieving images. So that users have to navigate through this tree to find an image similar that of to their request. Our contribution in the field is the building of the model and of the search tree to make user access easier and faster. This paper ends with a conclusion on first coming results and a description of future work to be done to enhance our indexing and retrieval method.
Place, publisher, year, edition, pages
SPIE - International Society for Optical Engineering, 2001. Vol. 4315, p. 482-489
Keywords [en]
Content-based Image Retrieval, Multiresolution Analysis, Paleontolgy Images Databases, TRANS'TYFIPAL, Wavelets, Algorithms, Computational methods, Database systems, Graphical user interfaces, Image reconstruction, Image segmentation, Method of moments, Neural networks, Watermarking, Wavelet transforms, Classification algorithm, Multiresolution indexing, Paleontology images, Search tree, Image retrieval
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:hj:diva-60450DOI: 10.1117/12.410959Scopus ID: 2-s2.0-0035049909OAI: oai:DiVA.org:hj-60450DiVA, id: diva2:1759418
2023-05-252023-05-252023-05-25Bibliographically approved