Selecting Keypoint Detector and Descriptor Combination for Augmented Reality Application

摘要

In this paper, we compare the performance of image key-points detectors and descriptors on well known Oxford dataset. We use evaluation criteria which were presented by Mikolajczyk et al. [12], [13]. We created most of the possible combinations of keypoint detector and descriptor, but in this paper, we present only selected pairs. The best performing detector and descriptor pair are selected for future research, mainly with the focus on augmented reality.