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<html><head><title>Research</title></head><body background="images/tan2.jpg"><h1>Stuff</h1>Currently I am working on an implementation of a image database.The implementation that we are trying to do is one written in First in Rivland latter in Visual C or Visual Basic.  The idea of this database is to use as many images as we can handle fromthe web, and run a program on each one which generates an electronic discription of the image.  Then a second program will take this database and a sample image and generate a list of the top n images with similardescriptions.<br>  There are several similar databases out thereright now.  Links to those will come latter.  Most of these databases use color histograms to describe their images.  A color histogram is a listof colors and the amount of each color in the image.Color histograms are good for certain things, but a little example with demonstrate where they fail.<br>Suppose you have a picture of a sunset.  (picture is coming). If this wascompaired to a randomly generated image that resemble the snow you sometimessee on TV(but in color), the result could be a perfect match.  It is obviousthat it is not a perfect match, but each images has exactly the same amountof each color in it.<br>The goal then of this database is examine other methods of compairing imagesthat better represent a humans perception of similarity.<br>Currently we have a comparision which incorporates positional data as well asthe color data.  Hopefully I have a better description of this later.  As longas it can be released. </body></html>

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