Gender Classification from Fingerprint Using Hybrid CNN-SVM

J Serin, KT Vidhya, ISMI Deepa… - Journal of Artificial …, 2024 - ojs.istp-press.com
Gender classification is used in numerous applications such as biometrics, criminology,
surveillance, HCI, and business profiling. Although biometric factors like gait, face, hand …

A novel intelligent 12-layer convolutional neural network model for gender classification using fingerprint images

D Arivalagan, K Bhoopathy Began… - Journal of Intelligent …, 2023 - content.iospress.com
Fingerprints are widely used as effective personal authentication systems, because they
constitute unique, robust, and risk-free evidence. Fingerprinting techniques refer to biometric …

Gender classification based on fingerprint analysis

G Jayakala - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
Gender classification plays an active role in several applications such as biometrics,
criminology, surveillance, human computer interaction, commercial profiling. Though …

Gender classification from fingerprint-images using deep learning approach

B Rim, J Kim, M Hong - Proceedings of the international conference on …, 2020 - dl.acm.org
Accurate gender classification from fingerprint-images brings benefits to various forensic,
security and authentication analysis. Those benefits help to narrow down the space for …

Research on Gender-related Fingerprint Features, Extracting Fingerprint Features Using Autoencoder Networks for Gender Classification

Y Qi, M Qiu, H Lin, J Chen, Y Li, H Lei - 2022 - researchsquare.com
Background: Fingerprint is an important biological feature of human body, which contains
abundant biometric information. At present, the academic exploration of fingerprint gender …

Fingerprint-based gender classification by using neural network model

DK Deshmukh, SS Patil - Applied Computer Vision and Image Processing …, 2020 - Springer
A new method of gender classification from a fingerprint is proposed based on the biometric
features like minutiae map (MM), orientation collinearity maps (OCM), Gabor feature maps …

[PDF][PDF] Fingerprint based gender classification for biometric security: A state-of-the-art technique

SS Gornale - AIJRSTEM, 2015 - academia.edu
Fingerprint Identification and Verification are certainly the most reliable and adequate
evidence till date in the court of law. There are many biometric techniques like Fingerprints …

Comparative Study of Fingerprint‐Based Gender Identification

L Berriche - Security and Communication Networks, 2022 - Wiley Online Library
Gender identification is a need in forensics investigation. In addition to their use for
identification, fingerprints are used for gender identifications. In this work, we propose a …

[PDF][PDF] Fingerprint-Based Gender Classification.

AM Badawi, M Mahfouz, R Tadross, R Jantz - IPCV, 2006 - researchgate.net
Gender classification from fingerprints is an important step in forensic anthropology in order
to identify the gender of a criminal and minimize the list of suspects search. A dataset of 10 …

[PDF][PDF] Fusion of features and synthesis classifiers for gender classification using fingerprints

R Kruti, A Patil, S Gornale - International Journal of Computer …, 2019 - researchgate.net
the objective of this work is to study the impact of feature level fusion and synthesis of
classifiers for gender classification using fingerprints. Initially, feature level fusion of Multi …