Name
Abstract | ||
|---|---|---|
This paper presents a fast algorithm for extracting features using the Simplified Gabor (SG) for Competitive Coding-based palmprint recognition. The competitive code convolves the palmprint image with a bank of Gabor filters with different orientations. We use a simplified version of Gabor filters and an efficient algorithm for extracting features to modify the competitive code. Experimental results indicate that, using SG can achieve the verification accuracy similar to using common Gabor filters, while the runtime for feature extraction using SG is very fast compare to the original algorithm. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1007/978-3-642-04070-2_42 | ICIC (1) |
Keywords | Field | DocType |
gabor filter,palmprint recognition,common gabor filter,improved competitive code,palmprint image,simplified gabor,different orientation,fast algorithm,competitive code,efficient algorithm,original algorithm,feature extraction | Pattern recognition,Gabor wavelet,Computer science,Coding (social sciences),Feature extraction,Gabor filter,Artificial intelligence,Machine learning | Conference |
Volume | ISSN | ISBN |
5754 | 0302-9743 | 3-642-04069-1 |
Citations | PageRank | References |
4 | 0.42 | 12 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| wei jing | 1 | 14 | 3.21 |
| Wei Jia | 2 | 1025 | 53.39 |
| Hong Wang | 3 | 41 | 9.15 |
| Danfeng Zhu | 4 | 9 | 3.57 |