Research Article
DeepLumina: A Method Based on Deep Features and Luminance Information for Color Texture Classification
Table 10
Comparative Analysis for the FMD dataset.
| Authors | Method | Accuracy |
| Song et al. [25] | FC-CNN | 78.1 ± 1.6 | Song et al. [25] | FV-CNN | 80.2 ± 1.8 | Song et al. [25] | FC-CNN + FV-CNN | 83.2 ± 1.6 | Simon et al. [18] | Deep features + SVM | 84.50 | Cimpoi et al. [27] | IFV + DeCAF | 65.5 | Bell et al. [58] | SIFT-IFV + fc7 | 69.6 ± 0.3 | DeepLumina (proposed) | Deep Features (ResNet101) + luminance + SVM | 90.15 ± 1.2 |
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The best accuracy value is indicated in bold.
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