Title :
Virtual images for similarity retrieval in image databases
Author :
Petraglia, Gennaro ; Sebillo, Monica ; Tucci, Maurizio ; Tortora, Genoveffa
Author_Institution :
Dipt. di Matematica e Informatica, Salerno Univ., Italy
Abstract :
We introduce the virtual image, an iconic index suited for pictorial information access in a pictorial database, and a similarity retrieval approach based on virtual images to perform content-based retrieval. A virtual image represents the spatial information contained in a real image in explicit form by means of a set of spatial relations. This is useful to efficiently compute the similarity between a query and an image in the database. We also show that virtual images support real-world applications that require translation, reflection, and/or rotation invariance of image representation
Keywords :
content-based retrieval; database indexing; image representation; image retrieval; visual databases; content-based retrieval; iconic index; image databases; image representation; pictorial database; pictorial information access; query; reflection; rotation invariance; similarity retrieval; spatial information; spatial relations; translation; virtual images; Content based retrieval; Data mining; Image databases; Image processing; Image retrieval; Image storage; Indexes; Indexing; Information retrieval; Spatial databases;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on