Title :
A Study of Color Histogram Based Image Retrieval
Author :
Chakravarti, Rishav ; Meng, Xiannong
Author_Institution :
Dept. of Comput. Sci., Bucknell Univ., Lewisburg, PA
Abstract :
This paper describes a project that implements and tests a simple color histogram based search and retrieve algorithm for images. The study finds the technique to be effective as shown by analysis using the RankPower measurement. The testing also highlights the weaknesses and strengths of the model, concluding that the technique would have to be augmented and modified in order for practical use.
Keywords :
content-based retrieval; image colour analysis; image retrieval; Euclidean distance; color histogram; image retrieval; rankpower measurement; Content based retrieval; Data mining; Feature extraction; Histograms; Humans; Image edge detection; Image retrieval; Information retrieval; Shape; Testing; Euclidean distance; color-based image retrieval; content based image retrieval; histogram intersection; similarity;
Conference_Titel :
Information Technology: New Generations, 2009. ITNG '09. Sixth International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-3770-2
Electronic_ISBN :
978-0-7695-3596-8
DOI :
10.1109/ITNG.2009.126
