Title
3D palmprint recognition using complete block wise descriptor
Abstract
Recent years have witnessed a growing interesting in developing automatic 3D palmprint recognition systems. The key problem of 3D palmprint recognition is to contrive an effective representation. In this paper, we propose a 3D palmprint recognition method by completely fusing of multiple block wise features. First, we propose a shape index multi-direction binary code strategy to extract 2D texture-level features of 3D palmprint. Then, we use the compact surface type binary code scheme to characterize 3D structure-level features of 3D palmprint. Finally, we integrate them together to construct the complete block wise descriptor for 3D palmprint recognition. Experiments conducted on the public available 3D palmprint database validate the effectiveness of our proposed method.
Year
DOI
Venue
2020
10.1007/s11042-020-09000-7
MULTIMEDIA TOOLS AND APPLICATIONS
Keywords
DocType
Volume
Bioinformatics,3D palmprint recognition,Shape index,Binary coding,Block wise descriptor
Journal
79.0
Issue
ISSN
Citations 
29-30
1380-7501
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Bing Yang1448.37
Xueqin Xiang200.34
Jin-liang Yao3123.72
Duanqing Xu47813.16