In this paper we propose a tool for performing queries on image databases based on image content. The image content is saved as a feature set belonging to each image. The feature set is composed of color and location features but can easily be extended to include features like, texture, shape etc. The features are extracted by a new method which processes the histogram of each color component at different scales and merge the results to find dominant colors in the image. The database access and user interface is written using VBScript, ASP and the gateway to the database is achieved using ADO. One of the main advantages of this tool is the usage of ASP rather than Cgi-bin or JAVA.
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