Abstract
This paper propose a new interest point detector, denominated Atomic Harris-Affine detector, in which the Gaussian function is replaced by a 2D up(x,y) Atomic function (AF). Proposed scheme takes advantage of the desirable characteristics of AF, such as compact support and low spectral leakage. The simulation results show that proposed detector improves repeatability and convergence rate on, 15% and 20%, respectively, compared with the conventional one under several image conditions, such as illumination, viewpoints, blurring level, rotation angle, scaling factor and JPEG lossy compression rate. Also the detection accuracy of proposed detector allows a faster detection of interest points compared with the conventional one.
Original language | English |
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Pages | 185-189 |
Number of pages | 5 |
DOIs | |
State | Published - 2013 |
Event | 12th IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques, SoMeT 2013 - Budapest, Hungary Duration: 22 Sep 2013 → 24 Sep 2013 |
Conference
Conference | 12th IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques, SoMeT 2013 |
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Country/Territory | Hungary |
City | Budapest |
Period | 22/09/13 → 24/09/13 |