Research Article

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

Table 2

Classification accuracy (%) comparison on UIUC-Sports dataset.

AlgorithmsClassification accuracy

OB [24]76.3
SIFT+SC [21]82.7
Sc+SPM [25]83.77 ± 0.97
AGM [26]84.4
SAC [27]84.56 ± 1.5
FNOMP (100 × 100)82.8
FNOMP (150 × 150)84.9