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Senior Project - VISR

 

Digital Image Shape Recognition

Senior Project: 2008-2009
Sameed Abdul, Swain Brooks, George Engelbrecht, Fayaz Ghiasy and Lekha Pokharel
Longmont, CO

TKO Enterprises intends to provide products that incorporate low-cost, application-oriented analysis of images for consumers. One possible device might be a programmable embedded device with the capability to distinguish one object from another. For example, the device might be able to distinguish a person from a large dog. The applications for such devices are numerous and range from security to data mining.

The goal of this project was to develop a test bed for the analysis of image data and the testing of various image processing algorithms. The project can then be used to develop tested algorithms for specific user applications. The analysis goals for the project were to first operate on computer-generated imagery, such as solid objects and geometrical shapes.

The resulting application is a platform for algorithm development and evaluation. A user can select a set of images, as well as a set of algorithms (along with algorithm parameters) to be applied to those images. Results can then be analyzed to determine the quality of the algorithms used.

The system is constructed in a manner that allows algorithms to be "pluggable", i.e. a user can easily construct new algorithms (in practically any language) and incorporate those new algorithms into the test platform, as long as the algorithm conforms to a well-defined "algorithm interface".

Algorithm Selection
Algorithm Selection
Image Selection
Image Selection
Rectangle Detection
Rectangle Detection
Hamster Blur
Hamster Blur
 
See also:
Department of Computer Science
College of Engineering and Applied Science
University of Colorado Boulder
Boulder, CO 80309-0430 USA
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