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Fingerprint classification using convolutional neural networks and ridge orientation images
- John M. Shrein
- Computer ScienceIEEE Symposium Series on Computational…
- 1 November 2017
This work uses the CNN model to achieve a high degree of accuracy on the problem of fingerprint image classification and it will be shown that effective image preprocessing can greatly reduce the dimensionality of the problem, allowing fast training times without compromising classification accuracy, even in networks of moderate depth.
A survey of blockchain from security perspective
- D. Dasgupta, John M. Shrein, Kishor Datta Gupta
- Computer Science, MathematicsJ. Bank. Financial Technol.
- 1 April 2019
This survey examines the security issues of blockchain model related technologies and their applications based on a survey from recent research papers and shows which way blockchain development trends are going.