Masked face recognition using deep learning: A review
A large number of intelligent models for masked face recognition (MFR) has been recently
presented and applied in various fields, such as masked face tracking for people safety or …
presented and applied in various fields, such as masked face tracking for people safety or …
Deep learning for iris recognition: A survey
In this survey, we provide a comprehensive review of more than 200 articles, technical
reports, and GitHub repositories published over the last 10 years on the recent …
reports, and GitHub repositories published over the last 10 years on the recent …
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition
Finger vein recognition received special attention among all other biometric traits due to its
high security. Adequate recognition and classification accuracy ensure the security of …
high security. Adequate recognition and classification accuracy ensure the security of …
Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet
Y Chen, H Gan, H Chen, Y Zeng, L Xu, AA Heidari… - Neurocomputing, 2023 - Elsevier
Due to their insufficient generalization ability, iris segmentation algorithms based on deep
learning cannot accurately segment iris images without corresponding ground truth (GT) …
learning cannot accurately segment iris images without corresponding ground truth (GT) …
Biometrics recognition using deep learning: A survey
In the past few years, deep learning-based models have been very successful in achieving
state-of-the-art results in many tasks in computer vision, speech recognition, and natural …
state-of-the-art results in many tasks in computer vision, speech recognition, and natural …
Eyes tell all: Irregular pupil shapes reveal gan-generated faces
Generative adversarial network (GAN) generated high-realistic human faces are visually
challenging to discern from real ones. They have been used as profile images for fake social …
challenging to discern from real ones. They have been used as profile images for fake social …
Ev-eye: Rethinking high-frequency eye tracking through the lenses of event cameras
G Zhao, Y Yang, J Liu, N Chen… - Advances in Neural …, 2024 - proceedings.neurips.cc
In this paper, we present EV-Eye, a first-of-its-kind large scale multimodal eye tracking
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
FVT: Finger vein transformer for authentication
In recent years, deep learning-based finger vein (FV) authentication has attracted the
attention of biometric researchers and achieved breakthrough results. Previously …
attention of biometric researchers and achieved breakthrough results. Previously …
Gait recognition based on deep learning: a survey
CFG Santos, DDS Oliveira, LA Passos… - arXiv preprint arXiv …, 2022 - arxiv.org
In general, biometry-based control systems may not rely on individual expected behavior or
cooperation to operate appropriately. Instead, such systems should be aware of malicious …
cooperation to operate appropriately. Instead, such systems should be aware of malicious …
Robust attentive deep neural network for detecting gan-generated faces
Generative Adversarial Network (GAN) based techniques can generate and synthesize
realistic faces that cause profound social concerns and security problems. Existing methods …
realistic faces that cause profound social concerns and security problems. Existing methods …