Optimum Pipeline for Visual Terrain Classification Using Improved Bag of Visual Words and Fusion Methods

Figure 12

Preclass classification accuracies corresponding to different features, that is, GIST and discriminative midlevel feature, and different fusion methods, that is, average kernel and product kernel. (a) SIFT (sparse descriptor); (b) DSIFT (dense descriptor).

(a)

(b)