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On the Impact of Alterations on Face Photo Recognition Accuracy [chapter]

Matteo Ferrara, Annalisa Franco, Davide Maltoni, Yunlian Sun
2013 Lecture Notes in Computer Science  
In particular we study the impact of digital alteration of the face images used for enrollment on the recognition accuracy.  ...  This work is framed into the context of automatic face recognition in electronic identity documents.  ...  The work leading to these results has received funding from the European Community's Framework Programme (FP7/2007-2013) under grant agreement n° 284862.  ... 
doi:10.1007/978-3-642-41181-6_75 fatcat:qu6priw4rvhrzgu5klaavz7mv4

Recognizing Face Images with Disguise Variations [chapter]

Richa Singh, Mayank Vatsa, Afzel Noore
2008 Recent Advances in Face Recognition  
Miller and Equinox Corporation for granting us access to the face databases used in this research.  ...  Acknowledgement The authors would like to thank NIST, Robotics Institute CMU, CMU AMP Research Lab, Dr. A.R. Martinez, Dr. E.G.L.  ...  Effect of disguises on accuracy In this section, we analyze the performance of face recognition algorithms for each disguise category using the disguise database.  ... 
doi:10.5772/6399 fatcat:frunuu4bszcfvbedgjzyjrrorm

Facial Retouching and Alteration Detection [chapter]

Puspita Majumdar, Akshay Agarwal, Mayank Vatsa, Richa Singh
2022 Advances in Computer Vision and Pattern Recognition  
Apart from this, advancements in the Generative Adversarial Network (GAN) leads to creation of realistic facial images and alteration of facial images based on the attributes.  ...  With the availability of easy-to-use image editing tools, the generation of altered images has become an effortless task.  ...  Vatsa is also partially supported through Swarnajayanti Fellowship by the Government of India.  ... 
doi:10.1007/978-3-030-87664-7_17 fatcat:rdyyy4cowfcmtoma52tdbp3ipm

Can facial cosmetics affect the matching accuracy of face recognition systems?

Antitza Dantcheva, Cunjian Chen, Arun Ross
2012 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS)  
We present experimental results on both databases that reveal the effect of makeup on automated face recognition and suggest that this simple alteration can indeed compromise the accuracy of a biometric  ...  The matching performance of automated face recognition has significantly improved over the past decade.  ...  about the effects of cosmetic makeup on face recognition.  ... 
doi:10.1109/btas.2012.6374605 dblp:conf/btas/DantchevaCR12 fatcat:j6da4bpewfdlxjr6xtfaa6yfam

Impact analysis of nose alterations on 2D and 3D face recognition

Nesli Erdogmus, Neslihan Kose, Jean-Luc Dugelay
2012 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP)  
In this paper, we analyze how such changes on nose region affect the face recognition performances of several key techniques.  ...  However, studies on alterations applied on face via plastic surgery or prosthetic make-up which can be in countless different ways and amounts, are still very limited.  ...  ACKNOWLEDGMENT This work has been partly performed by the TABULA RASA project 7th Framework Research Programme of the European Union (EU), grant agreement number: 257289.  ... 
doi:10.1109/mmsp.2012.6343468 dblp:conf/mmsp/ErdogmusKD12 fatcat:pi4f5darznhipjnnqry7yqajji

Recognizing Surgically Altered Face Images Using Multiobjective Evolutionary Algorithm

H. S. Bhatt, S. Bharadwaj, R. Singh, M. Vatsa
2013 IEEE Transactions on Information Forensics and Security  
Increasing popularity of plastic surgery and its effect on automatic face recognition has attracted attention from the research community.  ...  On the plastic surgery face database, the proposed algorithm yields high identification accuracy as compared to existing algorithms and a commercial face recognition system.  ...  ACKNOWLEDGMENT The authors acknowledge the reviewers and associate editor for constructive and useful feedback.  ... 
doi:10.1109/tifs.2012.2223684 fatcat:dvknpqkvn5dcrpinaikcz4u7qa

Effects of Early Neglect Experience on Recognition and Processing of Facial Expressions: A Systematic Review

2018 Brain Sciences  
Early neglect may alter the recognition of emotional faces, but its precise impact remains unclear.  ...  The article brings relevant information that can help in the development of more effective therapeutic strategies to reduce the impact of neglect on the cognitive and emotional development of the child  ...  There were two studies accessing accuracy of face recognition that did not find any alteration [59, 60] .  ... 
doi:10.3390/brainsci8010010 pmid:29316648 pmcid:PMC5789341 fatcat:3ylihaobqngfhe5aznmujrnu3a

Impact and Detection of Facial Beautification in Face Recognition: An Overview

Christian Rathgeb, Antitza Dantcheva, Christoph Busch
2019 IEEE Access  
Such types of beautification can negatively affect the accuracy of face recognition systems.  ...  Facial beautification induced by plastic surgery, cosmetics or retouching has the ability to substantially alter the appearance of face images.  ...  [39] firstly systematically studied the effects of makeup on different face recognition systems. They collected a dataset containing facial image pairs from YouTube makeup tutorials.  ... 
doi:10.1109/access.2019.2948526 fatcat:llekazznkzb6zhfbb2ock6gcjm

Effect of plastic surgery on face recognition: A preliminary study

Richa Singh, Mayank Vatsa, Afzel Noore
2009 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops  
This paper focuses on analyzing the effect of plastic surgery in face recognition algorithms.  ...  The preliminary study provides an experimental and analytical comparison of face recognition algorithms on a plastic surgery database of 506 individuals.  ...  surgery has the lowest effect on the performance of face recognition.  ... 
doi:10.1109/cvprw.2009.5204287 dblp:conf/cvpr/SinghVN09 fatcat:x4wvzkhnv5fzxdwvl7upewn2ey

Effect of plastic surgery on face recognition: A preliminary study

R. Singh, M. Vatsa, A. Noore
2009 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops  
This paper focuses on analyzing the effect of plastic surgery in face recognition algorithms.  ...  The preliminary study provides an experimental and analytical comparison of face recognition algorithms on a plastic surgery database of 506 individuals.  ...  surgery has the lowest effect on the performance of face recognition.  ... 
doi:10.1109/cvpr.2009.5204287 fatcat:6jsuahwrrffn3n5gkqyhtt4khu

Block based face recognition approach robust to nose alterations

Neslihan Kose, Nesli Erdogmus, Jean-Luc Dugelay
2012 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS)  
Face recognition that is robust to alterations applied on face via plastic surgery or prosthetic make-up can be still considered as a new topic.  ...  In this paper, a block based face analysis approach is proposed which provides a fairly good recognition performance together with the advantage of robustness to such kind of alterations.  ...  Acknowledgment This work has been partly performed by the TABULA RASA project 7th Framework Research Programme of the European Union (EU), grant agreement number: 257289.  ... 
doi:10.1109/btas.2012.6374566 dblp:conf/btas/KoseED12 fatcat:ynicfhtx7ve2tjvdmsl2kngrmu

Proposed A New Multidimensional Face Recognition For Surgically Altered Faces In Security Surveillance

2019 International Journal of Engineering and Advanced Technology  
From previously carried out review results, authors have proposed a new multidimensional face recognition approach and applied on the sample database of sensitive medical images.  ...  Hence it proves that the performance of verified rank accuracy ratio has increased in face recognition for security surveillance.  ...  studied on the basis of the performance rank accuracy ratio of different altered facial images.  ... 
doi:10.35940/ijeat.f1195.0886s19 fatcat:wdt6dnxe6bh7pobfl3wdnuailm

Mitigating effects of plastic surgery: Fusing face and ocular biometrics

Raghavender Jillela, Arun Ross
2012 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS)  
The degree to which a face is altered depends on the type and number of plastic surgeries performed, and it is difficult to model such variations.  ...  The proposed approach provides the highest reported recognition performance on a publicly accessible plastic surgery database, with a rank-one accuracy of 87.4%.  ...  The authors would like to thank Dr. Vinod Kulathumani and Sriram Sankar at West Virginia University for their support in using the PittPatt software. They are grateful to Dr. Mayank Vatsa, Dr.  ... 
doi:10.1109/btas.2012.6374607 dblp:conf/btas/JillelaR12 fatcat:uiyuusnjvfahrnbfqbah7k3ze4

Plastic Surgery: A New Dimension to Face Recognition

Richa Singh, Mayank Vatsa, Himanshu S. Bhatt, Samarth Bharadwaj, Afzel Noore, Shahin S. Nooreyezdan
2010 IEEE Transactions on Information Forensics and Security  
on face recognition algorithms.  ...  The contribution of this research is (i) preparing a face database of 900 individuals for plastic surgery, and (ii) providing an analytical and experimental underpinning of the effect of plastic surgery  ...  made to study the effect of local and global plastic surgery on face recognition.  ... 
doi:10.1109/tifs.2010.2054083 fatcat:gowxf44s55a3li5fslig3jusvu

Effect of illicit drug abuse on face recognition

Daksha Yadav, Naman Kohli, Prateekshit Pandey, Richa Singh, Mayank Vatsa, Afzel Noore
2016 2016 IEEE Winter Conference on Applications of Computer Vision (WACV)  
The experimental results show the decreased performance of current face recognition algorithms on drug abuse face images.  ...  This paper highlights the effect of illicit drug abuse on facial features.  ...  With the widespread use of drugs globally and their effect on the skin texture and alteration of facial features, there is a major need for face recognition algorithms to address this challenge.  ... 
doi:10.1109/wacv.2016.7477556 dblp:conf/wacv/YadavKPSVN16 fatcat:5uhuamnotraincuvwlk3royddu
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