Research Article

Toward Recognition of Easily Confused TCM Herbs on the Smartphone Using Hierarchical Clustering Convolutional Neural Network

Table 4

Accuracy of the hand-crafted method vs. CNN method.

MethodsAccuracy (%)

CNN (CaffeNet)95.65
CNN (VGG16)95.63
LBP + SVM86.85
HOG + SVM75.31
BOW SIFT + SVM70.83