Table 1 Summary of researches on finger knuckle recognition
From: A practical person authentication system using second minor finger knuckles for door security
Author | Joint | Finger | Feature | Similarity | Database |
|---|---|---|---|---|---|
C. Ravikanth and A. Kumar [3] | PIP | I, M, R and L | Subspace (PCA, LDA and ICA) | Distance | Own (Flat plane) |
A. Kumar and C. Ravikanth [4] | PIP | I, M, R and L | Subspace (PCA, LDA and ICA) | Distance | Own (Flat plane) |
L. Zhang et al. [5] | PIP | I and M | BLPOC | Correlation | PolyU FKP DB |
A. Kumar and Y. Zhou [6] | PIP | M | Modified Finite Radon Transform | Distance | Own (Flat plane) |
L. Zhang et al. [7] | PIP | I and M | Improved Competitive Code and Magnitude Code | Distance | PolyU FKP DB |
A. Morales et al. [8] | PIP | I and M | Orientation enhanced SIFT | Distance | PolyU FKP DB |
Z. Le-qing [9] | PIP | M | SURF | Distance | PolyU FKP DB |
G.S. Badrunath et al. [10] | PIP | I and M | SIFT and SURF | Distance | PolyU FKP DB |
M. Xiong et al. [11] | PIP | I and M | Log Gabor Binary Patterns | Distance | PolyU FKP DB |
L. Zhang et al. [12] | PIP | I and M | Competitive Code and BLPOC | Distance and correlation | PolyU FKP DB |
L. Zhang et al. [13] | PIP | I and M | Riesz Competitive Code | Distance | PolyU FKP DB |
Z.S. Shariatmadar and K. Faez [14] | PIP | I and M | Average Absolute Deviation and Gabor Filter | Distance | PolyU FKP DB |
L. Zhang et al. [15] | PIP | I and M | Phase Congruency and BLPOC | Distance and correlation | PolyU FKP DB |
G. Gao et al. [16] | PIP | I and M | Sparse Reconstruction and Adaptive Binary Fusion | Distance | PolyU FKP DB |
S. Aoyama et al. [17] | PIP | I and M | Local Block Matching (BLPOC) | Correlation | PolyU FKP DB |
K.Y. Chen and A. Kumar [19] | PIP | I | 1D Log Gabor Filter | Distance | Own (Smartphone) |
S. Aoyama et al. [23] | PIP | I, M and R | Correspondence Matching (BLPOC) | Correlation | Doorhandle |
D. Kusanagi et al. [24] | PIP | I, M, R and L | Correspondence Matching (BLPOC) | Correlation | Own (Doorhandle) |
A. Kumar [25] | DIP and PIP | M | Improved Local Binary Patterns and 1D Log Gabor Filter | Distance | Own (Flat plane) |
A. Kumar and Z. Xu [2] | MCP | I, M, R and L | Local Radon Transform, Ordinal Code and BLPOC | Distance and correlation | Own (Flat plane) |
Proposed | MCP | I, M, R and L | Correspondence Matching (BLPOC) | Correlation | Own (Doorhandle) |