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A STATE OF THE ART COMPARISON OF DATABASES FOR FACIAL OCCLUSION

Abdulganiyu Abdu Yusuf, Fatma Susilawati Mohamad, Zahraddeen Sufyanu
<span title="2015-11-17">2015</span> <i title="Penerbit UTM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xgym76lve5dw7bbeqkndyfil2u" style="color: black;">Jurnal Teknologi</a> </i> &nbsp;
There are various face databases available to researchers for face detection and recognition. These databases are customized for a particular need of one algorithm.  ...  Comparison was also made with other databases out of the categorization mentioned. The databases are useful for performing a rigorous benchmarking of face detection and recognition algorithms.  ...  A face database should contain enough variations in order to test the robustness of face detection and recognition algorithms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11113/jt.v77.6366">doi:10.11113/jt.v77.6366</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/46opm4gn5vcshat6aquhxrz2ta">fatcat:46opm4gn5vcshat6aquhxrz2ta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721024832/https://jurnalteknologi.utm.my/index.php/jurnalteknologi/article/download/6366/4191" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/e2/c8e2582948d60d6363aa20208000f07c002c21cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11113/jt.v77.6366"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Facial Expression Analysis under Partial Occlusion

Ligang Zhang, Brijesh Verma, Dian Tjondronegoro, Vinod Chandran
<span title="2018-04-18">2018</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eiea26iqqjcatatlgxdpzt637y" style="color: black;">ACM Computing Surveys</a> </i> &nbsp;
This survey provides such a comprehensive review of recent advances in dataset creation, algorithm development, and investigations of the effects of occlusion critical for robust performance in FEA systems  ...  Automatic expression recognition tolerant to partial occlusion remains less understood, particularly in real-world scenarios.  ...  Face occlusion detection and recovery is not a new field [Dahua and Xiaoou 2007] , and tremendous efforts have been made towards the investigation of algorithms for robust face region detection [Burgos-Artizzu  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3158369">doi:10.1145/3158369</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xmfmw7z275hb7e6dbazjqm5fui">fatcat:xmfmw7z275hb7e6dbazjqm5fui</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200923070501/https://arxiv.org/ftp/arxiv/papers/1802/1802.08784.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/88/ad/88ad82e6f2264f75f7783232ba9185a2f931a5d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3158369"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Facial Expression Recognition of Nonlinear Facial Variations Using Deep Locality De-Expression Residue Learning in the Wild

Asad Ullah, Jing Wang, M. Shahid Anwar, Usman Ahmad, Uzair Saeed, Zesong Fei
<span title="2019-12-06">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
Most of the research has been done over nonoccluded faces under the constrained environment, while automatic facial expression is less understood/implemented for partial occlusion in the real world conditions  ...  Automatic facial expression recognition is an emerging field. Moreover, the interest has been increased with the transition from laboratory-controlled conditions to in the wild scenarios.  ...  Privileged information has been taken from the non occluded faces for the recognition of facial expressions under occlusion. The nonoccluded facial images are just used for training purpose [31] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics8121487">doi:10.3390/electronics8121487</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k7whe4kowrclhey577q3mvnu2i">fatcat:k7whe4kowrclhey577q3mvnu2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191208162255/https://res.mdpi.com/d_attachment/electronics/electronics-08-01487/article_deploy/electronics-08-01487.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/81/a481f0f8f89806e17ea8a0391d197b15a1f6a518.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics8121487"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

A Comprehensive Review of Significant Researches on Face Recognition Based on Various Conditions

S. Muruganantham, T. Jebarajan
<span title="">2012</span> <i title="IACSIT Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/473y5rd3tfgnvnlxddqa5aqeoa" style="color: black;">Journal of clean energy technologies</a> </i> &nbsp;
We first present an summary of face recognition and its applications. Then, a literature review of the predominantly used face recognition techniques is offered.  ...  The assignment of face recognition has been dynamically researched in current ages. This paper offers an up-to-date evaluation of major human face recognition research.  ...  The occlusion invariant face recognition algorithm consists of two parts: occlusion detection and partial matching.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijcte.2012.v4.419">doi:10.7763/ijcte.2012.v4.419</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rwiju3nurzbfpi6ld5sr3g45eq">fatcat:rwiju3nurzbfpi6ld5sr3g45eq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721085922/http://www.ijcte.org/papers/419-G1214.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/81/f1/81f164b0f2316b2b21934f84cda2f6527cc5c383.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijcte.2012.v4.419"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

3D face recognition: a survey

Song Zhou, Sheng Xiao
<span title="2018-11-24">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7vmvy44msfazpg7esvwjkcglla" style="color: black;">Human-Centric Computing and Information Sciences</a> </i> &nbsp;
The fast evolution of 3D sensors reveals a new path for face recognition that could overcome the fundamental limitations of 2D technologies.  ...  Introduction Face recognition has been a hot research area for its wide range of applications [1] .  ...  Availability of data and materials All data generated or analysed during this study are included in this published article [9, 10, [43] [44] [45] [46] [47] [48] [49] [50] [51] [52] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13673-018-0157-2">doi:10.1186/s13673-018-0157-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xwhabcqu6zgy7bezu5744hgvhq">fatcat:xwhabcqu6zgy7bezu5744hgvhq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428200107/https://hcis-journal.springeropen.com/track/pdf/10.1186/s13673-018-0157-2" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/1f/761f2288b1b0cea385b0b9a89bb068593d94d6bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13673-018-0157-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

3D Facial Landmarking under Expression, Pose, and Occlusion Variations

Hamdi Dibeklioglu, Albert Ali Salah, Lale Akarun
<span title="">2008</span> <i title="IEEE"> 2008 IEEE Second International Conference on Biometrics: Theory, Applications and Systems </i> &nbsp;
Automatic localization of 3D facial features is important for face recognition, tracking, modeling and expression analysis.  ...  Expression variations, pose variations and occlusions also hamper accurate detection of landmarks.  ...  INTRODUCTION Advances in sensing technology and the availability of sufficient computing power has made 3D face recognition one of the attractive modalities for biometrics. 2D face recognition traditionally  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/btas.2008.4699324">doi:10.1109/btas.2008.4699324</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sxwqnk22sbfodcrxerynaelzhy">fatcat:sxwqnk22sbfodcrxerynaelzhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720191950/https://ir.cwi.nl/pub/13757/13757B.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/04/4704c8e6330352f370107a3e9ae297a0e77f5543.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/btas.2008.4699324"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A survey of face recognition techniques under occlusion [article]

Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers
<span title="2020-06-19">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
As a part of this review, we introduce face detection under occlusion, a preliminary step in face recognition.  ...  The limited capacity to recognize faces under occlusions is a long-standing problem that presents a unique challenge for face recognition systems and even for humans.  ...  Occlusion detection based face recognition To explicitly make use of facial parts for face recognition, some methods explicitly detect the occlusion and perform face recognition based on their results.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.11366v1">arXiv:2006.11366v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pttwdep5zbellldwricxfzgzki">fatcat:pttwdep5zbellldwricxfzgzki</a> </span>
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Bosphorus Database for 3D Face Analysis [chapter]

Arman Savran, Neşe Alyüz, Hamdi Dibeklioğlu, Oya Çeliktutan, Berk Gökberk, Bülent Sankur, Lale Akarun
<span title="">2008</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Hence, this new database can be a very valuable resource for development and evaluation of algorithms on face recognition under adverse conditions and facial expression analysis as well as for facial expression  ...  A new 3D face database that includes a rich set of expressions, systematic variation of poses and different types of occlusions is presented in this paper.  ...  They worked and helped for the collection and processing of large part of this database during the Enterface'07 workshop project (http://www.enterface.net/enterface07/).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-89991-4_6">doi:10.1007/978-3-540-89991-4_6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ftnnakscgjhdbalxtuguut2cdq">fatcat:ftnnakscgjhdbalxtuguut2cdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190222192331/http://pdfs.semanticscholar.org/4254/fbba3846008f50671edc9cf70b99d7304543.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/54/4254fbba3846008f50671edc9cf70b99d7304543.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-89991-4_6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A survey of face recognition techniques under occlusion

Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers
<span title="2021-04-05">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/amv24lmzarcebbfkxvuo6hhnpq" style="color: black;">IET Biometrics</a> </i> &nbsp;
As a part of this review, face detection under occlusion, a preliminary step in face recognition.  ...  Nevertheless, occluded face recognition is imperative to exploit the full potential of face recognition for real-world applications.  ...  | Occlusion detection based face recognition To explicitly make use of facial parts for face recognition, some methods explicitly detect the occlusion and perform face recognition based on their results  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/bme2.12029">doi:10.1049/bme2.12029</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bkks2gmblfabhgte4snl4x54eu">fatcat:bkks2gmblfabhgte4snl4x54eu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716201213/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/bme2.12029" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/64/8e64866306cd89745230036b114661d5c59834d3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/bme2.12029"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A review of motion analysis methods for human Nonverbal Communication Computing

Dimitris Metaxas, Shaoting Zhang
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z7tk7kanxjcz7hgk77ae6t3ofy" style="color: black;">Image and Vision Computing</a> </i> &nbsp;
They include face tracking, expression recognition, body reconstruction, and group activity analysis.  ...  It uses image sequences to detect and track people, and 0262-8856/$see front matter  ...  Acknowledgments The authors would like to thank all the reviewers for their constructive suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2013.03.005">doi:10.1016/j.imavis.2013.03.005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ylxt5bph2jfgrfd5a4c22qn66u">fatcat:ylxt5bph2jfgrfd5a4c22qn66u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150117052002/http://research.rutgers.edu:80/~shaoting/paper/IVC_review.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/88/a9/88a9b3043a951c622667dcd5f70acd2c850b3950.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2013.03.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

3D Face Tracking Using Stereo Camera

Faleh Alqahtani, Vinod Chandran, Jasmine Banks
<span title="">2018</span> <i title="IEEE"> 2018 1st International Conference on Computer Applications &amp; Information Security (ICCAIS) </i> &nbsp;
There is also the issue of 3D reconstruction issues given that it is very hard to develop strategies or schemes that implement robust system algorithms for facial feature detection [21] .  ...  Face tracking and recognition by means of matching the data for a given face to database of faces. C.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cais.2018.8441988">doi:10.1109/cais.2018.8441988</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sin4fjamdbfg3etvrovcoi73zm">fatcat:sin4fjamdbfg3etvrovcoi73zm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505115438/https://eprints.qut.edu.au/107556/1/paper.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/28/b3/28b3bfceb825253933abe97f1dfe6896e8ec5ca8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cais.2018.8441988"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Locality-aware Channel-wise Dropout for Occluded Face Recognition [article]

Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen
<span title="2021-07-20">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Face recognition remains a challenging task in unconstrained scenarios, especially when faces are partially occluded.  ...  To improve the robustness against occlusion, augmenting the training images with artificial occlusions has been proved as a useful approach.  ...  Our LCD can simulate more realistic occlusions than both Cutout and DropBlock, which markedly improves the robustness to occlusions for face recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.09270v1">arXiv:2107.09270v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/luxc2777zvgc7hh3febu3doedy">fatcat:luxc2777zvgc7hh3febu3doedy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210722180001/https://arxiv.org/pdf/2107.09270v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/6f/496fe07f3a0718f4e5b9ec7705b5a4a4dc43ce87.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.09270v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

4D unconstrained real-time face recognition using a commodity depth camera

Florin Schimbinschi, Marco Wiering, Rajesh Elara Mohan, Jaichandar Kulandaidaasan Sheba
<span title="">2012</span> <i title="IEEE"> 2012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA) </i> &nbsp;
This enables the prediction of facial structure in linear time and also increases robustness towards partial occlusions.  ...  This article accompanies the reader through a succinct survey of the current literature on face recognition in general and 3D face recognition using depth sensors in particular.  ...  In [7] 2D face detection is used to align facial key-points to a 3D morphable model (3DMM) [36] , [9] obtained from a commodity range sensor.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iciea.2012.6360717">doi:10.1109/iciea.2012.6360717</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dtrbpikn3rdvbkfygskqkprjoq">fatcat:dtrbpikn3rdvbkfygskqkprjoq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170314205413/http://www.ai.rug.nl/~mwiering/GROUP/ARTICLES/4d_face_recognition.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/1c/651cafb2620ab60a0e4f550c080231f20ae6d26e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iciea.2012.6360717"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Robust Framework for Antispoofing Face Recognition Mechanism for Mitigating Image Attacks

Jignesh N Solanki
<span title="2018-03-31">2018</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
This is also true for approaches that examine the 3D nature of the face by employing additional devices, which is much more realistic now with the introduction of affordable consumer depth cameras.  ...  Work on fraud detection capabilities for face is still limited and a substantial part of it is based on the flatness of the captured surface in front of the sensor during an attack.  ...  for both real access and spoofing attacks using 3D facial masks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2018.3222">doi:10.22214/ijraset.2018.3222</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/edxqohd7dvaudeanyik2w2bkym">fatcat:edxqohd7dvaudeanyik2w2bkym</a> </span>
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A Comprehensive Survey on Pose-Invariant Face Recognition [article]

Changxing Ding, Dacheng Tao
<span title="2016-07-16">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
However, PIFR is crucial to realizing the full potential of face recognition for real-world applications, since face recognition is intrinsically a passive biometric technology for recognizing uncooperative  ...  ., pose-robust feature extraction approaches, multi-view subspace learning approaches, face synthesis approaches, and hybrid approaches.  ...  Face regions that are free from occlusion are detected and employed for face recognition. 3D model. The facial landmarks of the virtual image are detected.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1502.04383v3">arXiv:1502.04383v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/opz5onz775cj5hxvoaggvmp52q">fatcat:opz5onz775cj5hxvoaggvmp52q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200825130201/https://arxiv.org/pdf/1502.04383v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/08/e308d358a735d226b38c5679710420e6581ff63a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1502.04383v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>
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