Crowd Density Estimation of Scenic Spots Based on Multifeature Ensemble Learning

Figure 5

The bag of features diagram: (a) the feature descriptors extracted from images, (b) clustering, (c) the formation of word frequency statistics histogram, and (d) the new feature from the feature histogram.

(a)

(b)

(c)

(d)