Research Article

Deep Learning Based Tongue Prickles Detection in Traditional Chinese Medicine

Table 4

Prickle detection results and comparison with previous studies.

MethodRecallAccuracy
Root & center (%)Tip (%)Margin (%)Total (%)Total (%)

LOG [7]84.9767.3784.2386.95
SVM [5]89.90
YOLO [28]73.2867.6865.4867.9560.44
Vanilla faster-RCNN [26]69.4366.4861.2265.5872.13
Ours w/o segmentation88.8989.4583.3489.7786.69
Ours98.6289.9294.5992.4288.46