Research Article

An Analysis and Application of Fast Nonnegative Orthogonal Matching Pursuit for Image Categorization in Deep Networks

Table 3

Classification accuracy (%) comparison on Caltech101 dataset.

AlgorithmsClassification accuracy

DN [18]66.9 ± 1.1
ScSPM [12]73.20
DNNS [28]73.3 ± 0.4
LLC [13]73.44
HSC [29]74.0
LR-Sc+SPM [25]75.68 ± 0.89
FNOMP (100 × 100)73.6
FNOMP (150 × 150)75.9