Title :
Content based image retrieval using optimum Peano scan
Author :
Jhanwar, N. ; Chaudhuri, S. ; Seetharaman, G. ; Zavidovique, B.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Mumbai, India
Abstract :
We present a new technique for content based image retrieval where feature vector to be matched is very much specific to the query image. A particular Peano scan which is optimal in encoding the query image is used to convert the scanning pattern of all database images. Features are derived from these scan converted images to calculate the similarity measure. As the features being query specific, a much improved performance is achieved for retrieval purpose.
Keywords :
content-based retrieval; feature extraction; image matching; image retrieval; visual databases; Peano scan; content based image retrieval; database images; encoding; feature matching; feature vector; query image; similarity measure; Content based retrieval; Histograms; Image analysis; Image coding; Image converters; Image databases; Image retrieval; Object recognition; Pixel; Spatial databases;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1047416