Title :
MPEG-7 compliant generalized structure descriptor for still image indexing
Author :
Vertan, Constantin ; Zamfir, Marta ; Drîmbârean, Alexandru ; Zamfir, Adrian
Author_Institution :
Tessera Technol., Inc., Bucharest, Romania
Abstract :
This paper proposes a generalized structure descriptor (GSD), that offers an MPEG-7 compliant template for the introduction of a large class of local image content descriptors. The standard MPEG-7 color structure descriptor (CSD) is a particular case of the proposed GSD. The GSD descriptor embed color and spatial distribution information, allowing a compact description of color and texture to be used in content-based image retrieval. We will present several particular cases of spatial image structure description. Experiments show that the proposed descriptors can be successfully used for color texture and general image recognition and retrieval.
Keywords :
image colour analysis; image retrieval; image texture; media streaming; GSD descriptor; MPEG-7 CSD; MPEG-7 color structure descriptor; MPEG-7 compliant generalized structure descriptor; content-based image retrieval; image recognition; image retrieval; local image content descriptors; spatial distribution information; spatial image structure description; still image indexing; Histograms; Image color analysis; Image recognition; Image retrieval; Transform coding; MPEG-7; content-based image retrieval; image indexing;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116135