Medical Image Retrieval Using Empirical Mode Decomposition with Deep Convolutional Neural Network

Table 4

Comparison of our retrieval performance to other CNN reported in the literature for IRMA images. The proposed method used Cosine similarity measure to get the IRMA error in this table.

Methods	IRMA error
Proposed method	43.21
SVM+multiscale LBP [61]	146.55
Parallel shrink CNN+LBP, HOG, Radon [9]	165.55
Sequential shrink CNN+LBP [14]	168.05
TAUbiomed [60]	169.5
Diap [60]	178.93
CNN+Radon [56]	210.35
CNNC+RBC [57]	224.13
FEITIJS [60]	242.46
SuperPixel [57]	249.34
VPA [60]	261.16
SP-R [57]	311.8
MedGIFT [60]	317.53
SP-RBC [57]	356.57
IRMA [60]	359.29
MedGIFT [60]	420.91