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CNNAI: A Convolution Neural Network-Based Latent Fingerprint Matching Using the Combination of Nearest Neighbor Arrangement Indexing

Automatic fingerprint identification systems (AFIS) make use of global fingerprint information like ridge flow, ridge frequency, and delta or core points for fingerprint alignment, before performing matching. In latent fingerprints, the ridges will be smudged and delta or core points may not be avai...

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Detalles Bibliográficos
Autores principales: Deshpande, Uttam U., Malemath, V. S., Patil, Shivanand M., Chaugule, Sushma V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806089/
https://www.ncbi.nlm.nih.gov/pubmed/33501279
http://dx.doi.org/10.3389/frobt.2020.00113