Conference paper

HECKEL Martin. Texture Image Description for Content Based Image Retrieval. In: Proceedings of 8th Conference Student EEICT 2002. Brno: Faculty of Electrical Engineering and Communication BUT, 2002, pp. 450-454. ISBN 80-214-2116-9.
Publication language:english
Original title:Texture Image Description for Content Based Image Retrieval
Title (cs):Popis texturního obrazu pro podobnostní vyhledávání
Pages:450-454
Proceedings:Proceedings of 8th Conference Student EEICT 2002
Conference:ELECTRICAL ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES 2002
Series:3
Place:Brno, CZ
Year:2002
ISBN:80-214-2116-9
Publisher:Faculty of Electrical Engineering and Communication BUT
Keywords
Texture analysis, texture image description, wavelet transform, k-means algorithm, size gradient.
Annotation
Content based image retrieval systems use for description of image queries and images in a database their own color, texture and shape properties. This paper focuses on the description of texture properties of images. A technique for texture image description is proposed, which consists of two steps: an analysis of particular texture samples obtained by an image uniform sampling followed by the k-means algorithm, which is applied for partitioning feature vectors from this analysis into image regions. The use of this approach is also presented, mainly in respect of natural textures with a size gradient. This technique was used in an experimental texture retrieval system too. An example of a query and a retrieval result are included as well.
BibTeX:
@INPROCEEDINGS{
   author = {Martin Heckel},
   title = {Texture Image Description for Content Based Image Retrieval},
   pages = {450--454},
   booktitle = {Proceedings of 8th Conference Student EEICT 2002},
   series = {3},
   year = {2002},
   location = {Brno, CZ},
   publisher = {Faculty of Electrical Engineering and Communication BUT},
   ISBN = {80-214-2116-9},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=6929}
}

Your IPv4 address: 54.224.197.251
Switch to IPv6 connection

DNSSEC [dnssec]