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

Figure 3

A rectangle with speckle noise and its gradient magnitude for two gradient computation methods: (a) original image; (b) gradient by difference; (c) gradient by ratio.

(a)

(b)

(c)