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2023_icvgip-code

bio-key-generation

Bio-key-Generation in python

biometric-template-security-using-fuzzy-vault-encryption

Implemented a robust biometric security system utilizing the Fuzzy Vault Technique to lock and encrypt biometrics such as fngerprints and palmprints with a unique key. Employed Polynomial Reconstruction and Lagrange interpolation algorithms for secure unlocking of the encrypted biometric data.

cancelable-fingerprint

A revocable fingerprint template generation using cartesian transformation to prevent privacy and security concerns. The system does fingerprint matching on the transformed templates, and is able to recover the original hash of the fingerprint template by using reed-solomon error correction mechanism.

crypto

Practicing Encryption/Decryption Algorithms

crypto-vinaigrette

Quantum-resistent asymmetric key generation tool for digital signatures.

data-anonymization

Anonymize data using AES-128 encryption/decryption algorithm.

deepee

Differentially Private Deep Learning in PyTorch

distributed-fuzzy-vault

Privacy mechanisms for decentralized fingerprint-based authentication

encrypted-biometric-fusion

Texture and Minutia fusion via multi algorithm feature fusion

fingerflow

FingerFlow is an end-to-end deep learning Python framework for fingerprint minutiae manipulation built on top of Keras - TensorFlow high-level API.

fingernet

FingerNet is an universal deep ConvNet for extracting fingerprint representations including orientation field, segmentation, enhenced fingerprint and minutiae.

fingerprint-2dpose-dense-voting

Pytorch implementation of paper "Estimating Fingerprint Pose via Dense Voting"

fixed-length-fingerprint-extractors

Implementation of Deep Print, a Deep Learning based fixed-length Fingerprint Representation extractor, and various experiments with such architectures. See: https://arxiv.org/abs/2307.08615

fuzzy_vault

A simplified implementation of the fuzzy vault algorithm for biometric data

hashnet_pytorch

Source code for paper "HashNet: Deep Learning to Hash by Continuation" on ICCV-2017

improved-dp-sgd

Improved DP-SGD for optimizing

learn-fingerprint-processing

Tasks that allow students to learn the basics of image processing, esp Fingerprint processing.

one-shot-learning-with-siamese-networks

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

our_fingerflow

pse

python-fingerprint-recognition

Fingerprint recognition with OpenCV

securetl

Code for the Secure Triplet Loss approach for biometric template security.

siamese-networks

Few Shot Learning by Siamese Networks, using Keras.

supergluepretrainednetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

van-classification

Testing VAN for fingerprint