Research Article
Classification of Clothing Using Midlevel Layers
Table 6
Results of L-C-H proposed system to classify clothing using seven categories.
| | Shirt | Cloth | Pants | Shorts | Dress | Socks | Jacket |
| | | Local features | | |
| Shirt | 41.18 | 0.00 | 0.00 | 0.00 | 58.82 | 0.00 | 0.00 | Cloth | 23.33 | 0.00 | 6.67 | 0.00 | 70.00 | 0.00 | 0.00 | Pants | 44.00 | 0.00 | 0.00 | 0.00 | 56.00 | 0.00 | 0.00 | Shorts | 36.00 | 0.00 | 0.00 | 0.00 | 64.00 | 0.00 | 0.00 | Dress | 40.00 | 0.00 | 0.00 | 0.00 | 60.00 | 0.00 | 0.00 | Socks | 0.00 | 0.00 | 54.55 | 13.64 | 31.82 | 0.00 | 0.00 | Jacket | 20.00 | 0.00 | 0.00 | 0.00 | 80.00 | 0.00 | 0.00 |
| | | Average TPR = 14.45% | | |
| | | Global features | | |
| Shirt | 14.12 | 0.00 | 4.71 | 0.00 | 80.00 | 0.00 | 1.18 | Cloth | 16.67 | 0.00 | 6.67 | 13.33 | 63.33 | 0.00 | 0.00 | Pants | 20.00 | 0.00 | 4.00 | 0.00 | 76.00 | 0.00 | 0.00 | Shorts | 28.00 | 0.00 | 4.00 | 4.00 | 64.00 | 0.00 | 0.00 | Dress | 40.00 | 0.00 | 0.00 | 0.00 | 60.00 | 0.00 | 0.00 | Socks | 13.64 | 0.00 | 0.00 | 0.00 | 86.36 | 0.00 | 0.00 | Jacket | 20.00 | 0.00 | 0.00 | 0.00 | 80.00 | 0.00 | 0.00 |
| | | Average TPR = 11.73% | | |
| | | Local and global features | | |
| Shirt | 21.18 | 0.00 | 0.00 | 0.00 | 78.82 | 0.00 | 0.00 | Cloth | 10.00 | 0.00 | 0.00 | 0.00 | 90.00 | 0.00 | 0.00 | Pants | 24.00 | 0.00 | 0.00 | 0.00 | 76.00 | 0.00 | 0.00 | Shorts | 28.00 | 0.00 | 0.00 | 0.00 | 72.00 | 0.00 | 0.00 | Dress | 20.00 | 0.00 | 0.00 | 0.00 | 80.00 | 0.00 | 0.00 | Socks | 36.36 | 0.00 | 0.00 | 4.55 | 59.09 | 0.00 | 0.00 | Jacket | 20.00 | 0.00 | 0.00 | 0.00 | 80.00 | 0.00 | 0.00 |
| | | Average TPR = 14.45% | | |
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