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Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Article)
We propose novel multi-order statistical descriptors which can be used for high speed object classification or face recognition from videos or image sets. We represent each gallery set with a global second-order statistic ...
Fusion of Machine Learning and Privacy Preserving for Secure Facial Expression Recognition
(
Hindawi
, 2021 , Article)
The interest in Facial Expression Recognition (FER) is increasing day by day due to its practical and potential applications, such as human physiological interaction diagnosis and mental disease detection. This area has ...
Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks
(
IEEE Computer Society
, 2016 , Conference Paper)
In this study we address the problem of face segmentation in thumbnail images. While there have been several approaches for face detection, none performs detection in such low resolution and segmentation with pixel accuracy. ...
Multi-descriptor random sampling for patch-based face recognition
(
MDPI AG
, 2021 , Article)
While there has been a massive increase in research into face recognition, it remains a challenging problem due to conditions present in real life. This paper focuses on the inherently present issue of partial occlusion ...
LWKPCA: A New Robust Method for Face Recognition Under Adverse Conditions
(
Institute of Electrical and Electronics Engineers Inc. (IEEE)
, 2022 , Article)
Over the last two decades, face recognition (FR) has become one of the most prevailing biometric applications for effective people identification as it offers practical advantages over other biometric modalities. However, ...
A New Forensic Video Database for Source Smartphone Identification: Description and Analysis
(
Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
In recent years, the field of digital imaging has made significant progress, so that today every smartphone has a built-in video camera that allows you to record high-quality video for free and without restrictions. On the ...
An improved palmprint recognition system using iris features
(
Springer
, 2013 , Article)
This paper presents a bimodal biometric recognition system based on the extracted features of the human palmprint and iris using a new graph-based approach termed Fisher locality preserving projections (FLPP). This new ...
Pose-invariant face recognition with multitask cascade networks
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Article)
In this work, a face recognition method is proposed for face under pose variations using a multitask convolutional neural network (CNN). Furthermore, a pose estimation method followed by a face identification module is ...
Enhancing face recognition using Directional Filter Banks
(
Elsevier Inc.
, 2013 , Article)
Face recognition is an increasingly important problem in biometric applications; consequently many recognition algorithms have been proposed during the last three decades. It is accepted that the use of a pre-processing ...
LFR face dataset:Left-Front-Right dataset for pose-invariant face recognition in the wild
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
In this work, a new multitask convolutional neural network (CNN) is proposed aiming for the recognition of face under pose variations. Furthermore, the combination of pose estimation for each corresponding pose in a separate ...