Lip print recognition using LBP based on bit plane

Ben Niu; Bingbing Guo

doi:10.1117/12.2611638

22 October 2021 Lip print recognition using LBP based on bit plane

Ben Niu, Bingbing Guo

Proceedings Volume 11928, International Conference on Image Processing and Intelligent Control (IPIC 2021); 119280L (2021) https://doi.org/10.1117/12.2611638
Event: International Conference on Image Processing and Intelligent Control (IPIC 2021), 2021, Lanzhou, China

Abstract

Personal identification is a very important technique in the computer vision. Recognition of biological feature (e.g., lip) is broadly applied because of its uniqueness and convenience. This paper proposed a framework for lip print recognition using Local Binary Pattern based on bit plane (BLBP). The BLBP features were first obtained from lip print. In order to achieve robust recognition, the BLBP features were normalized and Support Vector Machine (SVM) with Gaussian radial basis function was used for classification. The results showed that the proposed framework was more effective and accurately comparing with other methodologies.

Citation Download Citation

Ben Niu and Bingbing Guo "Lip print recognition using LBP based on bit plane", Proc. SPIE 11928, International Conference on Image Processing and Intelligent Control (IPIC 2021), 119280L (22 October 2021); https://doi.org/10.1117/12.2611638

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