A SIFT-Like Feature Detector and Descriptor for Multibeam Sonar Imaging

Figure 10

ROC curves, calculated on 54 MBS image pairs, for evaluating the performance of the SIFT and ratio descriptors and the LoG-Harris and MBS-Harris detectors.