Abstract
To enable fast reliable feature matching or tracking in scenes, features need to be discrete and meaningful, and hence corner detection is often used for this purpose. However, to obtain a higher level description of an image, such as identification of objects, additional information such as edges is required, and more recently detectors have been proposed that find both edges and corners. We present a combined operator, enabling edge and corner detection to be achieved concurrently. We demonstrate that accuracy is comparable to well-known existing corner detectors and edge detectors, and, as standard post-smoothing of the corner map is not required, significantly reduced computation time can be achieved.
Original language | English |
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Title of host publication | Unknown Host Publication |
Publisher | IEEE Signal Processing Society |
Pages | V-273 |
Number of pages | 4 |
DOIs | |
Publication status | Published (in print/issue) - Sept 2007 |
Event | IEEE International Conference on Image Processing (ICIP 2007) - San Antonio, Texas Duration: 1 Sept 2007 → … |
Conference
Conference | IEEE International Conference on Image Processing (ICIP 2007) |
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Period | 1/09/07 → … |
Keywords
- corner detection
- edge detection
- feature matching