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Towards Reading Beyond Faces for Sparsity-Aware 4D Affect Recognition [article]

Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
<span title="2020-08-19">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The refined predictions are achieved when the learned features collaborate over multi-views.  ...  Importantly, we then present a sparsity-aware deep network to compute the sparse representations of convolutional features over multi-views.  ...  ACKNOWLEDGMENTS This work was supported by Infotech Oulu, the Academy of Finland for project MiGA (grant 316765), project 6+E (grant 323287), and ICT 2023 project (grant 328115).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.03157v4">arXiv:2002.03157v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zpgjtarh3nhmhewnrjm4ygma3y">fatcat:zpgjtarh3nhmhewnrjm4ygma3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201013184902/https://arxiv.org/pdf/2002.03157v4.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/ca/b9/cab9a29583603d00f55b90e338e0e4aab21544dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.03157v4" 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>

Histogram-Based CRC for 3D-Aided Pose-Invariant Face Recognition

Liang Shi, Xiaoning Song, Tao Zhang, Yuquan Zhu
<span title="2019-02-13">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Traditional Collaborative Representation-based Classification algorithms for face recognition (CRC) usually suffer from data uncertainty, especially if it includes various poses and illuminations.  ...  In contrast to other distance-based evaluation algorithms for collaborative (or sparse) representation-based methods, the histogram information of all the generated 2D face images is subsequently exploited  ...  [12] performed CRC on patches and combined the recognition outputs of all patches to a designed multi-scale patch based collaborative representation for face recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s19040759">doi:10.3390/s19040759</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5lbwcblhonbujdujlnqfa23lf4">fatcat:5lbwcblhonbujdujlnqfa23lf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501204237/https://res.mdpi.com/sensors/sensors-19-00759/article_deploy/sensors-19-00759-v2.pdf?filename=&amp;attachment=1" 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/89/54/8954417637fdc5c904776894e251d6c9ff2bc05c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s19040759"> <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>

ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset [article]

Guiying Zhang, Yuxin Cui, Yong Zhao, Jianjun Hu
<span title="2020-12-28">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The collaborative representation based classifier is then built to make predictions.  ...  In this paper, we propose ComplexFace, a novel and effective algorithm for face recognition with limited samples using complex number based data augmentation.  ...  The work reported in this paper is supported in part by the Science and Technology Foundation of Guizhou province under Grant LH20147597, in part by the Natural Science Foundation of Shenzhen under Grant  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1902.07902v2">arXiv:1902.07902v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a35ox257z5hz5k334kwq6ssiaa">fatcat:a35ox257z5hz5k334kwq6ssiaa</a> </span>
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Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification

Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, Xiao-Jun Wu
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xqa4uhvxwvgsbdpllabnuanz6e" style="color: black;">IEEE Transactions on Information Forensics and Security</a> </i> &nbsp;
The paper presents a dictionary integration algorithm using 3D morphable face models (3DMM) for poseinvariant collaborative-representation-based face classification.  ...  Second, to reduce the information redundancy of the extended dictionary and improve the sparsity of reconstruction coefficient vectors using collaborative-representation-based classification (CRC), we  ...  INTRODUCTION Sparse Representation based Classification (SRC) and Collaborative Representation based Classification (CRC) have introduced a new concept in pattern recognition [1] - [9] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tifs.2018.2833052">doi:10.1109/tifs.2018.2833052</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uhma6ovzjvcyhkb5p7owatysve">fatcat:uhma6ovzjvcyhkb5p7owatysve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720094423/http://epubs.surrey.ac.uk/846273/1/2018_3DCRC_ToIS_Final.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/ab/80/ab808c36e7eed2a3780e67b2a712c496e766d2a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tifs.2018.2833052"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Video-Based Face Recognition Modules & Approaches: A Survey

Sivaranjani B, Kalaiselvi Dr.C
<span title="2019-06-30">2019</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
Multi view face recognition has become an active research area in recent years. In this paper, an approach for video-based face recognition in camera networks is proposed.  ...  The proposed feature is developed using the spherical harmonic representation of the face, texture mapped onto a sphere.  ...  Fig 1 : 1 Fig 1: Flow diagram of Multi-view Face Recognition AlgorithmRobust feature:The robust feature is based on the theory of spherical harmonics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2019.8623">doi:10.17148/ijarcce.2019.8623</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z4szjyybxjdj5p6rglxdoijpkq">fatcat:z4szjyybxjdj5p6rglxdoijpkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220303104834/https://ijarcce.com/wp-content/uploads/2019/07/IJARCCE.2019.8623.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/84/5a/845acb6f1c18f67d16a4f6db94fa0584b64a0b7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2019.8623"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier

Min Hao, Guangyuan Liu, Desheng Xie
<span title="2021-02-20">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dscocsarvbb5boe7eixzypaetu" style="color: black;">IET Image Processing</a> </i> &nbsp;
This paper proposes a novel hyperspectral face recognition algorithm that is based on spatial information fusion for feature extraction (histogram of local dynamic texture patterns) and collaborative representation  ...  Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier. IET Image  ...  They proposed a representation based on reliable anatomical features (such as vesselness features).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/ipr2.12131">doi:10.1049/ipr2.12131</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6qfyiabhobcpvknnltbiintou4">fatcat:6qfyiabhobcpvknnltbiintou4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716191336/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ipr2.12131" 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/12/04/120489c67c0437525b0cc4326a72e38fcd69135a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/ipr2.12131"> <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>

Fuzzy-Appearance Manifold and Fuzzy-Nearest Distance Calculation for Model-Less 3D Pose Estimation of Degraded Face Images

Benyamin Kusumoputro, Lina
<span title="">2013</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dlo33cxbtffljkmrdnlsbqmlcq" style="color: black;">International Journal of Advanced Robotic Systems</a> </i> &nbsp;
In order to obtain a robust pose estimation system which can deal with the fuzziness of face data caused by statistical errors, we proposed the fuzzy-vector representation in eigenspace domain of the face  ...  The results show that the system could maintain high recognition rates for estimating the pose position of the degraded face images.  ...  This research is funded by Ministry of National Education and Culture of Indonesia, through International Publication and Research Collaboration Programme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/52938">doi:10.5772/52938</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2qq4z3t3jzfdbcl3akngkjkjae">fatcat:2qq4z3t3jzfdbcl3akngkjkjae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829081106/http://cdn.intechopen.com/pdfs/41802/InTech-Fuzzy_appearance_manifold_and_fuzzy_nearest_distance_calculation_for_model_less_3d_pose_estimation_of_degraded_face_images.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/04/cc/04cc22a43b35339617709efc9c45c021a68fefef.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/52938"> <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>

Dual-modality Talking-metrics: 3D Visual-Audio Integrated Behaviometric Cues from Speakers

Jie Zhang, Korin Richmond, Robert B. Fisher
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jsl2pgelqja2piczru3a6nqkg4" style="color: black;">2018 24th International Conference on Pattern Recognition (ICPR)</a> </i> &nbsp;
Face-based behaviometrics focus on dynamic biological signatures generated from face behaviors, which are informative and subject-specific for identity recognition.  ...  Static and dynamic 3D face features are extracted algorithmically and audio features are transformed through a few learning models.  ...  ACKNOWLEDGMENTS The work was supported by the funding from the China Scholarship Council (CSC) under grant 201606020087.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2018.8546016">doi:10.1109/icpr.2018.8546016</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icpr/0051RF18.html">dblp:conf/icpr/0051RF18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ngzfdfp3xzbzvmv5b6hxwdqw7u">fatcat:ngzfdfp3xzbzvmv5b6hxwdqw7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201103082636/https://www.pure.ed.ac.uk/ws/files/59198190/ICPR2018final.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/24/d8/24d8abdd410c8004c4ea08c69627accba5a0e65c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2018.8546016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Evaluation of spatio-temporal regional features For 3D face analysis

Yi Sun, Lijun Yin
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops</a> </i> &nbsp;
3D facial representations have been widely used for face recognition and facial expression recognition.  ...  Based on the existing work of using 3D spatiotemporal HMM for facial analysis, we propose to extend it to a local-temporal HMM in order to provide an explicit comparison of global features and local features  ...  Acknowledgement This work is based on the materials supported by the National Science Foundation under grants IIS-0541044, IIS-0414029, and the NYSTAR's James D. Watson Investigator Program.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2009.5204305">doi:10.1109/cvprw.2009.5204305</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/SunY09.html">dblp:conf/cvpr/SunY09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2m7cd7zj2vhsxj7bamwuoyn3lm">fatcat:2m7cd7zj2vhsxj7bamwuoyn3lm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829062700/http://vigir.missouri.edu/~gdesouza/Research/Conference_CDs/IEEE_CVPR_2009_WS/data/papers/09/20.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/c5/d2/c5d2397856ccdfdd1b4ad53be057215d37ed6523.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2009.5204305"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Evaluation of spatio-temporal regional features For 3D face analysis

Yi Sun, Lijun Yin
<span title="">2009</span> <i title="IEEE"> 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops </i> &nbsp;
3D facial representations have been widely used for face recognition and facial expression recognition.  ...  Based on the existing work of using 3D spatiotemporal HMM for facial analysis, we propose to extend it to a local-temporal HMM in order to provide an explicit comparison of global features and local features  ...  Acknowledgement This work is based on the materials supported by the National Science Foundation under grants IIS-0541044, IIS-0414029, and the NYSTAR's James D. Watson Investigator Program.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2009.5204305">doi:10.1109/cvpr.2009.5204305</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yab5tltnhrdsvefs3tin5cpg74">fatcat:yab5tltnhrdsvefs3tin5cpg74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829062700/http://vigir.missouri.edu/~gdesouza/Research/Conference_CDs/IEEE_CVPR_2009_WS/data/papers/09/20.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/c5/d2/c5d2397856ccdfdd1b4ad53be057215d37ed6523.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2009.5204305"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

2D-3D Mixed Face Recognition Schemes [chapter]

Antonio Rama, Francesc Tarrs, Jrgen Rurainsky, Peter Eisert
<span title="2008-06-01">2008</span> <i title="InTech"> Recent Advances in Face Recognition </i> &nbsp;
Opposite to those two previous 3D face recognition categories, 3D model based approaches train the system with 3D data but then they perform the recognition using only one single intensity image.  ...  This method is based on a feature wire grid model rendered on the graphics card.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/6398">doi:10.5772/6398</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jctpglfpnbfppf74ya3rm4ufcq">fatcat:jctpglfpnbfppf74ya3rm4ufcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813012314/http://cdn.intechweb.org/pdfs/5897.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/d6/34/d634e769d73e02bf6be47559fac47f8bc3e946d0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/6398"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Face Matching and Retrieval in Forensics Applications

Anil K. Jain, Brendan Klare, Unsang Park
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2gcnyvxfqrbsnky2upsxenzfd4" style="color: black;">IEEE Multimedia</a> </i> &nbsp;
Park and Jain developed an automatic facialmark detection method based on the Laplacian of Gaussian operator, r 2 G(x, y, s), in scale space. 11 A scale-space representation, D(x, y, s), is obtained by  ...  These methods let system designers appropriately modify any of the modules of the face-recognition process (such as feature representation).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mmul.2012.4">doi:10.1109/mmul.2012.4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nugt44q43ndkzajxvgvj567x64">fatcat:nugt44q43ndkzajxvgvj567x64</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705055803/http://biometrics.cse.msu.edu/Publications/Face/JainKlarePark_FaceMatchingRetrieval_ApplicationsForensics_IEEEMultimedia11_a.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/ff/71/ff71cbf232a925f5770e8321e89cbd4b8e25c7d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mmul.2012.4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network [article]

Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
<span title="2020-02-07">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper proposes a novel 4D Facial Expression Recognition (FER) method using Collaborative Cross-domain Dynamic Image Network (CCDN).  ...  Given a 4D data of face scans, we first compute its geometrical images, and then combine their correlated information in the proposed cross-domain image representations.  ...  It also enables the computation of multi-views for every 3D face. The use of geometrical images have recently increased due to efficient feature mapping from 3D to 2D [25] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.02319v2">arXiv:1905.02319v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4yzk4mb5nngdbn6arw2lgna5bi">fatcat:4yzk4mb5nngdbn6arw2lgna5bi</a> </span>
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Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition [article]

Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
<span title="2020-02-07">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
As well, the given 3D landmarks are projected on a 2D plane as binary images and convolutional layers are used to extract sequences of feature vectors for every landmark video.  ...  Performance results obtained from extensive experimentation on the widely-adopted BU-4DFE database under globally used settings prove that our proposed collaborative framework outperforms the state-of-the-art  ...  [19] applied Multiple Kernel Learning (MKL) by using the scattering operator [20] on 4D face scans to produce effective feature representations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.05445v2">arXiv:1910.05445v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z7uk5raxdreo5ftw3l3cr7rsge">fatcat:z7uk5raxdreo5ftw3l3cr7rsge</a> </span>
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Twins 3D face recognition challenge

Vipin Vijayan, Kevin W. Bowyer, Patrick J. Flynn, Di Huang, Liming Chen, Mark Hansen, Omar Ocegueda, Shishir K. Shah, Ioannis A. Kakadiaris
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73tg2istqjeqjiyqefyhcj3ud4" style="color: black;">2011 International Joint Conference on Biometrics (IJCB)</a> </i> &nbsp;
Existing 3D face recognition algorithms have achieved high enough performances against public datasets like FRGC v2, that it is difficult to achieve further significant increases in recognition performance  ...  Our results indicate that 3D face recognition of identical twins in the presence of varying facial expressions is far from a solved problem, but that good performance is possible.  ...  [16] for 3D face recognition using shape and texture. Therefore, in this paper, we also tested the performance based on 2D PFIs with SIFT matching for comparison.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ijcb.2011.6117491">doi:10.1109/ijcb.2011.6117491</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icb/VijayanBFHCHOSK11.html">dblp:conf/icb/VijayanBFHCHOSK11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kzndchwirrddpb4vxqu5cq4s7q">fatcat:kzndchwirrddpb4vxqu5cq4s7q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120714051420/http://www.nd.edu/~kwb/VijayanEtAlIJCB_2011.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/43/be/43bef5cbdf4534f8cdf59f6f300d13ca4eb5f464.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ijcb.2011.6117491"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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