Application of data-driven feature extraction methods in biometrics

Huixing Li; Yan Xue; Xiancai Zeng

doi:10.1117/12.2667771

28 March 2023 Application of data-driven feature extraction methods in biometrics

Huixing Li, Yan Xue, Xiancai Zeng

Proceedings Volume 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022); 125662P (2023) https://doi.org/10.1117/12.2667771
Event: Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 2022, Chongqing, China

Abstract

With the continuous development of research in the field of machine learning, especially the progress in deep learning and the continuous improvement of arithmetic power such as image processors, the recognition technology using biometric big data has gained wide attention and has been well applied in many fields such as human-witness matching, intelligent monitoring and epidemic prevention and control. The development trend of big data biometric identification technology is analyzed, the types of biometric features and the development and application of big data-driven biometric identification technology are summarized, and the future development trend of big data biometric identification technology is discussed.

Citation Download Citation

Huixing Li, Yan Xue, and Xiancai Zeng "Application of data-driven feature extraction methods in biometrics", Proc. SPIE 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 125662P (28 March 2023); https://doi.org/10.1117/12.2667771

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