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Evaluating the Robustness of Local Image Features: Object Recognition with Stable Features - Softcover

Hoang, To Quyen

 
9783639456288: Evaluating the Robustness of Local Image Features: Object Recognition with Stable Features

Synopsis

In this thesis we examine a feature refinement technique that is based on scaling and rotating images prior to the features extraction. The main idea is that stable features of an image are not affected by any transformations of the image. As a consequence simulating these transformations and reducing the number of keypoints to the number of those keypoints that survive these simulations, results in a set of only stable keypoints for the image.

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About the Author

To Quyen Hoang, born 1988 in Hai-Phong (Vietnam), is living in Germany since 1989. Bachelor Computer Science and Multimedia at the University of Augsburg. Currently studying Master Computer Science and Multimedia at the University of Augsburg.

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