The detection of features is a fundamental step in many computer vision applications. Standing at the beginning of a processing pipeline, the accuracy of such an application is often determined by the accuracy of the detected features. Thus, the development and the evaluation of feature detectors is of high interest in the computer vision community.
Our evaluation is focused on affine invariant region detectors, e.g. (Cordes et al. 2010 ) :
The data set includes:
For evaluation of region detectors