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

Figure 9

Comparison of PCA-whitening, PCA, and standard (without PCA-whitening) techniques for different encoding methods on the DS1 dataset. The codebook sizes are chosen as 800 (SA, LSA, and LLC) and 16 (SVC, VLAD, and FV).