Mathematical Problems in Engineering / 2014 / Article / Tab 3

Research Article

Image Classification Using PSO-SVM and an RGB-D Sensor

Table 3

Tests using objects from the Washington University data set.

Classification percentages
Object Object 1 Object 2 Object 3 Object 4
Result CRFNFPCRFNFPCRFNFPCRFNFP

Moment descriptor 808129604924479714
Moment-PSA descriptor 855109802971282810
HOG descriptor 99109820908285105
SIFT descriptor 74224858776101470273
HAAR cascade 9091897475101572271