Fingerprint Indexing with Minutiae-Aided Fingerprint Multiscale Representation

Wu, Song; Wang, Zheng; Jia, Zexi; Huang, Chuanwei; Fei, Hongyan; Feng, Jufu

doi:10.1007/978-3-031-47634-1_26

Lecture Notes in Computer Science

2023

DOI: 10.1007/978-3-031-47634-1_26

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Fingerprint Indexing with Minutiae-Aided Fingerprint Multiscale Representation

Song Wu,

Zheng Wang,

Zexi Jia

et al.

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2024

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CNN-FSPM-Based Fingerprint Indexing and Matching for Detecting, Predicting, and Preventing Cheating in Online Examinations

Huy,

Nhu,

2024

International Journal of Knowledge and Systems Science

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This paper presents a comprehensive approach to the detection and prevention of cheating in online exams using AI. The authors employ various technical solutions to monitor proctors throughout all stages of the exam: before, during, and after. To address the formulations and ensure the continuous expansion of the database, the authors rely on a fast convolutional neural network (CNN) that utilizes a full-scope pattern matching algorithm (FSPM) to enhance the ability to match fingerprint formats using descriptive network cryptography. The authors anticipate reliable matching across the complete fingerprint image set through the utilization of deep-learning (DL) symbols. Furthermore, the authors demonstrate that solving image-matching problems does not necessitate tool training data, which is typically required for such problems. Thanks to the highly parallelizable nature of these tasks, the authors provide an efficient method with minimal computational cost during test time to detect cheating during some exams at School of Computer Science at Danang University of Technology (SCS-DTU) University, Vietnam.

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CNN-FSPM-Based Fingerprint Indexing and Matching for Detecting, Predicting, and Preventing Cheating in Online Examinations

Huy,

Nhu,

2024

International Journal of Knowledge and Systems Science

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show abstract

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Fingerprint Indexing with Minutiae-Aided Fingerprint Multiscale Representation

Cited by 1 publication

References 31 publications

CNN-FSPM-Based Fingerprint Indexing and Matching for Detecting, Predicting, and Preventing Cheating in Online Examinations

CNN-FSPM-Based Fingerprint Indexing and Matching for Detecting, Predicting, and Preventing Cheating in Online Examinations

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