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Fingerprint matching,spoof and liveness detection:classification and literature review

Frontiers of computer Science 2021年第1期15卷 179-196页

作者： Syed Farooq ALI Muhammad Aamir KHAN Ahmed Sohail ASLAM Department of Software Engineering University of Management and TechnologyLahore 54770Pakistan Department of Informatics and Systems University of Management and TechnologyLahore 54770Pakistan Department of computer Science University of Management and TechnologyLahore 54770Pakistan

Fingerprint matching,spoof mitigation and liveness detection are the trendiest biometric techniques,mostly because of their stability through life,uniqueness and their least risk of *** recent decade,several techniques are presented to address these challenges over well-known *** study provides a comprehensive review on the fingerprint algorithms and techniques which have been published in the last few *** divides the research on fingerprint into nine different approaches including feature based,fuzzy logic,holistic,image enhancement,latent,conventional machine learning,deep learning,template matching and miscellaneous *** these,deep learning approach has outperformed other approaches and gained significant attention for future *** reviewing fingerprint literature,it is historically divided into four eras based on 106 referred papers and their cumulative citations.

关键词： computer society template matching fingerprint recognition survey deep learning machine learning

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Technology makes life better

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校园英语 2015年第5期 252-252页

作者：李红河南师范大学外国语学院

There are many theories about the relationship between technology and *** the development of world economy,technology has made great ***,many changes were taken place in our daily life,especially the appearance of *** emails,chatting with others online,search for information which is what we need to learn and many other demands in people’s daily life,computers make all of it into possibility.

关键词： Technology Advertisement Medi computer society

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