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| First Author | Year | Ref. | #Participants | Features | Accuracy Rate |
|---|---|---|---|---|---|
| T. Case | 2007 | [18] | 259 (136M, 123F) | Phalange features | 85.70% |
| G. Amayeh | 2008 | [7] | 40 (20M, 20F) | MPEG-7 Hand shape features | 98.00% |
| T. Kanchan | 2009 | [8] | 500 (230M, 270F) | Hand breadth | 90.00% |
| P. Khanpetch | 2012 | [15] | 196 (118M, 78F) | Metacarpal features | 89.80% |
| S. Jee | 2015 | [20] | 321 (167M, 154F) | Palm length, hand breadth and hand thickness. | 90.00% |
