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Visual analysis of faces with application in biometrics, forensics and health informatics [article]

Mohammad Ahsanul Haque
2016 Ph.d.-serien for Det Teknisk-Naturvidenskabelige Fakultet, Aalborg Universitet  
On the other hand, if a facial video has low quality faces, further processing for application like face alignment exhibits low accuracy in detecting facial landmarks.  ...  Experimental result showed that the system is doable for real-time applications with an overall accuracy of 85.27% while compared with human annotated data.  ...  Promising experimental results on a public database have shown that utilizing these signals can improve the accuracy of spoofing detection in a face recognition system.  ... 
doi:10.5278/ fatcat:445elv6ftfcw3lhg7svwqx3ifu

A Survey of Deep Facial Attribute Analysis [article]

Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He
2019 arXiv   pre-print
Furthermore, several additional facial attribute related issues are introduced, as well as relevant real-world applications.  ...  Additionally, we introduce the underlying theories of this two-stage pipeline for both FAE and FAM.  ...  Facial landmark detection gain uses the accuracy gain of landmark detection before and after attribute editing to evaluate the quality of synthesized images. For example, He et al.  ... 
arXiv:1812.10265v3 fatcat:tezgo2angvfefbttuoodnss6t4

A Survey of Deep Facial Attribute Analysis

Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He
2020 International Journal of Computer Vision  
Furthermore, several additional facial attribute related issues are introduced, as well as relevant real-world applications.  ...  Additionally, we introduce the underlying theories of this two-stage pipeline for both FAE and FAM.  ...  Hence, face detection and align- For face detection, first recognize the gender attribute with a HyperFace detector that locates faces and landmarks, and then Günther et al. (2017) further extend this  ... 
doi:10.1007/s11263-020-01308-z fatcat:xmlukvd5qbenzkzjacefhcnope

Labeled Faces in the Wild: A Survey [chapter]

Erik Learned-Miller, Gary B. Huang, Aruni RoyChowdhury, Haoxiang Li, Gang Hua
2016 Advances in Face Detection and Facial Image Analysis  
We also review the cross cutting topic of alignment and how it is used in various methods.  ...  We end with a brief discussion of recent databases designed to challenge the next generation of face recognition algorithms.  ...  The views and conclusions  ... 
doi:10.1007/978-3-319-25958-1_8 fatcat:nqmzsok4lvd55mqgxwp67towcu

Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things [article]

Jing Zhang, Dacheng Tao
2020 arXiv   pre-print
However, transmitting massive amounts of heterogeneous data, perceiving complex environments from these data, and then making smart decisions in a timely manner are difficult.  ...  In the Internet of Things (IoT) era, billions of sensors and devices collect and process data from the environment, transmit them to cloud centers, and receive feedback via the internet for connectivity  ...  Face alignment, a.k.a. facial landmark detection aims to detect facial landmarks from a face image, which is useful for front face alignment and face recognition.  ... 
arXiv:2011.08612v1 fatcat:dflut2wdrjb4xojll34c7daol4

Deep Unified Model For Face Recognition based on Convolution Neural Network and Edge Computing

Muhammad Zeeshan Khan, Saad Harous, Saleet-Ul-Hassan Saleet-Ul-Hassan, Muhammad Usman Ghani Khan, Razi Iqbal, Shahid Mumtaz
2019 IEEE Access  
A comparative performance study shows that our architecture outperforms in terms of data latency and real-time response.  ...  Usually, for face recognition, scale-invariant feature transforms (SIFT) and speeded up robust features (SURF) have been used by the research community.  ...  Validations for the images are set in case a user uploads a blurry picture or a picture without a face the system will generate an alert for a user to upload a picture with a properly aligned face.  ... 
doi:10.1109/access.2019.2918275 fatcat:hxhi6ctrxne6hdwyv3mgmy2pgu

2020 Index IEEE Transactions on Circuits and Systems for Video Technology Vol. 30

2020 IEEE transactions on circuits and systems for video technology (Print)  
Zhang, X., TCSVT Jan. 2020 217-231 Hu, X., see Zhu, L., TCSVT Oct. 2020 3358-3371 Hu, Y., Lu, M., Xie, C., and Lu, X  ...  ., see Sepas-Moghaddam, A., TCSVT Dec. 2020 4496-4512 Hassanpour, H., see Khosravi, M.H., TCSVT Jan. 2020 48-58 Hatzinakos, D., see 2900-2916 Hayat, M., see 2900-2916 He, C., Hu, Y., Chen, Y., Fan  ...  ., +, TCSVT April 2020 1188-1202 Real-Time and Low-Memory Multi-Faces Detection System Design With Naive Bayes Classifier Implemented on FPGA.  ... 
doi:10.1109/tcsvt.2020.3043861 fatcat:s6z4wzp45vfflphgfcxh6x7npu

Image Processing [chapter]

Ferdi van der Heijden, Luuk Spreeuwers
2007 Multimedia Retrieval  
The applications of image processing range from enhancement of the visibility of certain organs in medical images to object recognition for handling by industrial robots and face recognition for identification  ...  The field of image processing addresses handling and analysis of images for many purposes using a large number of techniques and methods.  ...  A third example of image registration is the alignment of facial images for face recognition to a coordinate system based on the positions of the eyes, nose and mouth.  ... 
doi:10.1007/978-3-540-72895-5_5 fatcat:zergyumiyvedzex6vpi63iw54m

DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis [article]

Juan Diego Ortega, Neslihan Kose, Paola Cañas, Min-An Chao, Alexander Unnervik, Marcos Nieto, Oihana Otaegui, Luis Salgado
2020 arXiv   pre-print
Furthermore, we propose a robust and real-time driver behaviour recognition system targeting a real-world application that can run on cost-efficient CPU-only platforms, based on the dBehaviourMD.  ...  Its performance is evaluated with different types of fusion strategies, which all reach enhanced accuracy still providing real-time response.  ...  Acknowledgements We would like to thank all the people who participated in the recording process for sharing their time to create the DMD dataset.  ... 
arXiv:2008.12085v1 fatcat:bhg6vurs2zctzjtxtmf5ddmqbu

Learning Neural Textual Representations for Citation Recommendation

Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2021 2020 25th International Conference on Pattern Recognition (ICPR)  
DAY 3 -Jan 14, 2021 -DAY 4 -Jan 15, 2021 Live Sunal, Cem Ekin; Willcocks, Chris G.; Obara, Boguslaw 1571 PS T1.14 Real Time Fencing Move Classification and Detection at Touch Time During a  ...  1571 OS T1.6 Real Time Fencing Move Classification and Detection at Touch Time During a Fencing Match DAY 4 -Jan 15, 2021 -DAY 4 -Jan 15, 2021 Jansson, Ylva; Lindeberg, Tony 487 OS T1.7 Exploring  ... 
doi:10.1109/icpr48806.2021.9412725 fatcat:3vge2tpd2zf7jcv5btcixnaikm

Automatic Face Recognition from Video [article]

Ognjen Arandjelovic
2015 arXiv   pre-print
At the centre of focus are face appearance manifolds: this thesis presents a significant advance of their understanding and application in the sphere of face recognition.  ...  The Generic Shape-Illumination Manifold is evaluated on a large data corpus acquired in real-world conditions and its performance is shown to greatly exceed that of state-of-the-art methods in the literature  ...  In a similar manner to us, affine registration with an underlying SVM-based facial feature detector is used for face rectification.  ... 
arXiv:1504.05308v1 fatcat:b3yqebgqk5dnnof2eyiq5zagxq

An identity-authentication system using fingerprints

A.K. Jain, Lin Hong, S. Pankanti, R. Bolle
1997 Proceedings of the IEEE  
The experimental results reveal that our system can achieve a good performance on these data bases. We also have demonstrated that our system satisfies the response-time requirement.  ...  deformations and inexact transformations between an input and a template.  ...  These methods tend to be very slow and are unsuitable for a real-time identification/verification system. In our system, an alignment-based matching algorithm is developed.  ... 
doi:10.1109/5.628674 fatcat:thleht4avnhb5k56lxs7a5xsj4

Table of contents

2020 IEEE Transactions on Image Processing  
Landmark Detection via Heatmap-Offset Regression ...................... J. Zhang, H. Hu, and S.  ...  Chul Ye 1856 Heterogeneous Multireference Alignment for Images With Application to 2D Classification in Single Particle Reconstruction .............................................. C. Ma, T.  ...  Lin, and Zhang, Y. Tian, K. Wang, W. Zhang, and F.-  ... 
doi:10.1109/tip.2019.2940373 fatcat:i7hktzn4wrfz5dhq7hj75u6esa

Table of contents

2021 ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  
, Samsung Research, Kyiv, Ukraine MLSP-5.6: ROBUST DOMAIN-FREE DOMAIN GENERALIZATION WITH CLASS-AWARE ............................. 3770 ALIGNMENT Wenyu Zhang, Institute for Infocomm Research, A*STAR,  ...  Vicky Zhao, Tsinghua University, China IFS-5: PRIVACY AND INFORMATION SECURITY IFS-5.1: STEP-GAN: A ONE-CLASS ANOMALY DETECTION MODEL WITH ................................................. 2580 APPLICATIONS  ... 
doi:10.1109/icassp39728.2021.9414617 fatcat:m5ugnnuk7nacbd6jr6gv2lsfby

Front Matter: Volume 11018

Lynne L. Grewe, Erik P. Blasch, Ivan Kadar
2019 Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII  
using a Base 36 numbering system employing both numerals and letters.  ...  A unique citation identifier (CID) number is assigned to each article at the time of publication.  ...  Acknowledgements The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies, either expressed or implied, of the  ... 
doi:10.1117/12.2536301 fatcat:njnuw2reafbppn2oj4krhtncx4
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