Research Article

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

Table 1

Classification accuracy (%) comparison on Oxford Flowers dataset.

AlgorithmsClassification accuracy

HSSL [14]76.2 ± 3.8
Color-CoHOG [23]78.89 ± 1.19
CoHD [23]84.24 ± 1.07
FNOMP (100 × 100)83.1
FNOMP (150 × 150)85.7