Table 14.
Comparison results of proposed method with other method for image classification.
| Dataset | Method | Accuracy | Training rate%, Test rate% |
|---|---|---|---|
| Corel-1000 | Fuzzy Topological [53] | 62.20 | 33, 67 |
| Color Histogram + Fuzzy Neural Network [54] | 73.40 | – | |
| Proposed method | 96 | 3-fold cross validation | |
| OT | Fusion features [55] | 63.89 | – |
| Co-occurance matrix + Bayesian classifier [43] | 89 | 10-fold cross validation | |
| Hybrid generative + Dense SIFT [56] | 91.08 | 50, 50 | |
| Proposed method | 93.86 | 3-fold cross validation | |
| FP | Co-occurance matrix + KNN [43] | 87.20 | 10-fold cross validation |
| Proposed method | 89.74 | 3-fold cross validation |