Browsing Academic by Subject "Face recognition"
Now showing items 1-20 of 22
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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 ... -
Applications, databases and open computer vision research from drone videos and images: a survey
( Springer Science and Business Media B.V. , 2021 , Article)Analyzing videos and images captured by unmanned aerial vehicles or aerial drones is an emerging application attracting significant attention from researchers in various areas of computer vision. Currently, the major ... -
Automatic and Secure Electronic Gate System Using Fusion of License Plate, Car Make Recognition and Face Detection
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)In this paper, we propose an automatic electronic gate system with authenticity confirmation from 3 individual modules, viz., car make and model, license plate and face detection. The ultrasonic sensor detects the stopped ... -
Constrained metric learning by permutation inducing isometries
( Institute of Electrical and Electronics Engineers Inc. , 2016 , Article)The choice of metric critically affects the performance of classification and clustering algorithms. Metric learning algorithms attempt to improve performance, by learning a more appropriate metric. Unfortunately, most of ... -
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Support estimation (SE) of a sparse signal refers to finding the location indices of the nonzero elements in a sparse representation. Most of the traditional approaches dealing with SE problems are iterative algorithms ... -
DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)In this paper, we propose a robust face recognition model called DeepWTPCA-L1 using WTPCA-L1 features and a CNN-LSTM architecture. First, WTPCA-L1 algorithm, composed of Three-level decomposition of discrete wavelet transform ... -
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 ... -
Face recognition and summarization for surveillance video sequences
( Qatar University Press , 2020 , Poster)Face recognition and video summarization represent chal- lenging tasks for several computer vision applications including video surveil- lance, criminal investigations, and sports applications'. For long videos, it is ... -
Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels
( Institute of Electrical and Electronics Engineers Inc. , 2016 , Article)With the rapid development of Internet-of-Things (IoT), face scrambling has been proposed for privacy protection during IoT-targeted image/video distribution. Consequently, in these IoT applications, biometric verification ... -
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. ... -
FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Counting the number of people in a crowd has gained attention in the last decade. Due to its benefit to many applications such as crowd behavior analysis, crowd management, and video surveillance systems, etc. Counting ... -
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 ... -
Infrared Versus Visible Image Matching for Multispectral Face Recognition
( Springer , 2020 , Conference Paper)Multispectral face recognition has been an interesting area of research where images obtained from different bands are matched. There are many face image datasets available which contain infrared and visible images. In ... -
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 ... -
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, ... -
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 ... -
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 ... -
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 ... -
Public Security Surveillance System Using Blockchain Technology and Advanced Image Processing Techniques
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)National security is a top priority to mitigate intrusions and criminal acts. Governments require robust national surveillance system that can cover all geographical areas, including the blind spots that may hold violence ...
