Filters








30,187 Hits in 3.6 sec

An effective face recognition method using guided image filter and convolutional neural network

Yallamandaiah S., Purnachand N.
<span title="2021-09-01">2021</span> <i title="Institute of Advanced Engineering and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/trvfti3jm5hnxhei7rl7owpcqq" style="color: black;">Indonesian Journal of Electrical Engineering and Computer Science</a> </i> &nbsp;
In this work, a new face recognition approach is proposed using a guided image filter, and a convolutional neural network (CNN).  ...  The guided image filter is a smoothing operator and performs well near the edges. Initially, the ViolaJones algorithm is used to detect the face region and then smoothened by a guided image filter.  ...  recognition approach using a guided image filter and a convolutional neural network was proposed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v23.i3.pp1699-1707">doi:10.11591/ijeecs.v23.i3.pp1699-1707</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tqwrxovkezccrppbg5iftzopba">fatcat:tqwrxovkezccrppbg5iftzopba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211008043445/http://ijeecs.iaescore.com/index.php/IJEECS/article/download/25864/15440" 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/09/93/099350ba251987961b4128c19782fd5aaf9df7e7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v23.i3.pp1699-1707"> <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>

CNNSFR: A Convolutional Neural Network System for Face Detection and Recognition

Lionel Landry SOP DEFFO, Elie TAGNE, Emmanuel TONYE
<span title="">2018</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
a multi-cascade convolution neural network and the recognition is done by the proposed deep convolutional neural network.  ...  We propose in this paper a convolutional neural network system for face recognition with some contributions.  ...  convolution neural network and the recognition is done by the proposed deep convolutional neural network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.091235">doi:10.14569/ijacsa.2018.091235</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/77zwk7xosrdn7gv6jgwh2olkim">fatcat:77zwk7xosrdn7gv6jgwh2olkim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501214636/https://thesai.org/Downloads/Volume9No12/Paper_35-CNNSFR_A_Convolutional_Neural_Network.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/db/17/db175f0739e3b6a5c6c04e6d31ad3801033d6266.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.091235"> <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>

Expression Invariant Face Recognition Using Convolutional Neural Networks

Minu Correya, Dr. Thippeswamy G
<span title="2019-05-30">2019</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
Hence this paper proposes an expression invariant face recognition technique using convolutional neural network.  ...  However, the performance of a face recognition system suffers with variation in lighting, pose and facial expression.  ...  and Management, Bangalore.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2019.8538">doi:10.17148/ijarcce.2019.8538</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tefvrbclfvbnbobxzhxzb5w37y">fatcat:tefvrbclfvbnbobxzhxzb5w37y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220224013109/https://ijarcce.com/wp-content/uploads/2019/06/IJARCCE.2019.8538.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/21/65/2165509e201e093bbcb3a26729493b9968430908.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2019.8538"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Face recognition using enhancement discrete wavelet transform based on MATLAB

Asma Abdulelah Abdulrahman, Fouad Shaker Tahir
<span title="2021-08-01">2021</span> <i title="Institute of Advanced Engineering and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/trvfti3jm5hnxhei7rl7owpcqq" style="color: black;">Indonesian Journal of Electrical Engineering and Computer Science</a> </i> &nbsp;
The aim of this work is to find an effective method for face recognition, which is to raise the noise and compress the image in convolutional neural networks to remove the noise that caused the image while  ...  linking it to a neural network that relies on the convolutional neural network to compress the color image.  ...  the image with face recognition RESULTS AND DISCUSSION Using the new wavelets with the convolutional neural network training to provide the 3 × 3 filter and raise the noise so that the image is compressed  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v23.i2.pp1128-1136">doi:10.11591/ijeecs.v23.i2.pp1128-1136</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wxprx77qdvfaho4s3rguytnyre">fatcat:wxprx77qdvfaho4s3rguytnyre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210808024948/http://ijeecs.iaescore.com/index.php/IJEECS/article/download/24231/15304" 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/f2/5c/f25c5023bd7dba22164ddf24e0feb99ab0e887f6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v23.i2.pp1128-1136"> <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>

Face Detection Using Convolutional Neural Networks and Gabor Filters [chapter]

Bogdan Kwolek
<span title="">2005</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;
This paper proposes a method for detecting facial regions by combining a Gabor filter and a convolutional neural network.  ...  The second stage of the method concerns the application of the convolutional neural network to these four images.  ...  The system achieves a much better recognition performance that using the convolutional neural network alone.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11550822_86">doi:10.1007/11550822_86</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ogm56tdozvc3fkhnigtbjlcvcu">fatcat:ogm56tdozvc3fkhnigtbjlcvcu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808202600/http://home.agh.edu.pl/~bkw/research/pdf/pdf/KwolekICANN2005.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/6e/d0/6ed0f69caccf0966998484e742ee29a87e108353.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11550822_86"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Face Detection and Recognition Using Back Propagation Neural Network and Fourier Gabor Filters

Anissa Bouzalmat, Naouar Belghini, Arsalane Zarghili, Jamal Kharroubi
<span title="2011-09-30">2011</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i7obmiunyvar3l3fqzlsf6homq" style="color: black;">Signal &amp; Image Processing An International Journal</a> </i> &nbsp;
Face recognition is a field of computer vision that uses faces to identify or verify a person. In this paper, we present a neural network system for face recognition.  ...  Feature vector based on Fourier Gabor filters are used as input of the Back Propagation Neural Network (BPNN).  ...  In this study, we present a neural network system for face recognition. We use HSV space for skin detection, Gabor filters and Fourier transform for feature selection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/sipij.2011.2302">doi:10.5121/sipij.2011.2302</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ld2beg55tncsrhpwvox7xz7dwy">fatcat:ld2beg55tncsrhpwvox7xz7dwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602182210/http://www.aircconline.com/sipij/V2N3/2311sipij02.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/c0/8a/c08a826913a25792d0221cc419daf8f47ebbdf9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/sipij.2011.2302"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Convolutional Neural Network Based Multimodal Biometric Human Authentication using Face, Palm Veins and Fingerprint

<span title="2020-01-10">2020</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
In propose system, multi layer Convolutional Neural Network (CNN) is applied to multimodal biometric human authentication using face, palm vein and fingerprints to increase the robustness of system.  ...  For the classification linear Support Vector Machine classifier is used. For the evaluation of system self developed face, palm vein and fingerprint database having 4,500 images are used.  ...  Dandwate Convolutional Neural Network Based Multimodal Biometric Human Authentication using Face, Palm Veins and Fingerprint Convolutional Neural Network Based Multimodal Biometric Human Authentication  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.c8467.019320">doi:10.35940/ijitee.c8467.019320</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/myivrdtwavbyjeyqlkkssofcwa">fatcat:myivrdtwavbyjeyqlkkssofcwa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220225100829/https://www.ijitee.org/wp-content/uploads/papers/v9i3/C8467019320.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/46/58/46586f4141141d947ac686c8e38f8c096e59ecb8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.c8467.019320"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Detection Face Parts in Image Using Neural Network Based on MATLAB

Shahad L. Galib, Fouad S. Tahir, Asma A. Abdulrahman
<span title="2021-03-25">2021</span> <i title="University of Technology"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m3ejdmjiu5az3gwi7cjmxybefu" style="color: black;">Engineering and Technology Journal</a> </i> &nbsp;
In this work, a new algorithm was proposed for recognition of the face, personal and color images by training the convolutional neural network using the MATLAB program to build a new program for detection  ...  one of the important techniques in this work using neural networks and implementation through the MATLAB program.  ...  Application of the algorithm (FPI)Using the MATLAB program and using the convolutional neural network (CNN) training process, samples of the same person are used with changing time and state and by the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30684/etj.v39i1b.1944">doi:10.30684/etj.v39i1b.1944</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tfmryawhyzbdbaqdtj5rh4vd3q">fatcat:tfmryawhyzbdbaqdtj5rh4vd3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210419210408/http://engtechjournal.org/index.php/et/article/download/1944/1195" 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/f5/66/f5660b120d036bbeb7d86c658c045e27c8924bbf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30684/etj.v39i1b.1944"> <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>

Liveness control in face recognition with deep learning methods

Nader Ebrahimpour, Mustafa Arda Ayden, Banu Altay
<span title="2022-06-07">2022</span> <i title="Orclever Science and Research Group"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ypaunhw7y5h5pjh6bed7hg6xle" style="color: black;">The European Journal of Research and Development</a> </i> &nbsp;
Today, automatic identification of individuals from biometric features is widely used in identification and authentication, security, and monitoring applications.  ...  However, most facial recognition systems are vulnerable to spoofing attacks. Therefore, face liveness detection (FLD) methods are of great importance.  ...  The fully connected layer is used for the classification and predicts the labels (Wu, 2017). 2.2.Convolutional Neural Network Models In this section, some models of convolutional neural networks are  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.56038/ejrnd.v2i2.36">doi:10.56038/ejrnd.v2i2.36</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ujgz7yuzw5eghbf6xqyuavmtde">fatcat:ujgz7yuzw5eghbf6xqyuavmtde</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220610011214/https://journals.orclever.com/ejrnd/article/download/36/23" 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/e6/c4/e6c404d4dc029288da6fd1c4f3e68a3ea8e3d54a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.56038/ejrnd.v2i2.36"> <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>

Optimizing Deep Convolutional Neural Network for Facial Expression Recognition

Umesh B. Chavan, Dinesh Kulkarni
<span title="2020-02-25">2020</span> <i title="European Open Access Publishing (Europa Publishing)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fdkgpvv4azahfeol4gqrobomke" style="color: black;">European Journal of Engineering Research and Science</a> </i> &nbsp;
In this project, we have designed deep learning Convolution Neural Network (CNN) for facial expression recognition and developed model in Theano and Caffe for training process.  ...  We designed a large, deep convolutional neural network to classify 40,000 images in the data-set into one of seven categories (disgust, fear, happy, angry, sad, neutral, surprise).  ...  Many papers seek to recognize and match faces ), but most papers do not use convolutional neural networks to extract emotions from still images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24018/ejers.2020.5.2.495">doi:10.24018/ejers.2020.5.2.495</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/euv4bc7cvjcqnaevup43xjzbaq">fatcat:euv4bc7cvjcqnaevup43xjzbaq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200507105813/https://www.ejers.org/index.php/ejers/article/download/495/778" 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/53/97/539742df0740177f97c46cbc2e8561242e7ac290.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24018/ejers.2020.5.2.495"> <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 Recognition Using Convolutional Neural Network

Arpita Santra, Vivek Rai, Debasree Das, Sunistha Kundu
<span title="2022-05-31">2022</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;
The system achieved 56.77 % accuracy and 0.57 precision on testing dataset. Keywords: Facial Expression Recognition, Convolutional Neural Network, Deep Learning.  ...  The approaches used for facial expression include classifiers like Support Vector Machine (SVM), Convolution Neural Network (CNN) are used to classify emotions based on certain regions of interest on the  ...  METHODOLOGY The facial expression recognition system is implemented using convolutional neural network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.42439">doi:10.22214/ijraset.2022.42439</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ni74zy6zxrcl5omh2l2c4eh5k4">fatcat:ni74zy6zxrcl5omh2l2c4eh5k4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220518092839/https://www.ijraset.com/best-journal/facial-expression-recognition-using-convolutional-neural-network" 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/79/1e/791e8ab6e35cf5cc5c5e42033f902353154e1abc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.42439"> <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>

The Effects of Augmented Training Dataset on Performance of Convolutional Neural Networks in Face Recognition System

Mehmet Ali Kutlugün, Yahya Şirin, Mehmet Ali Karakaya
<span title="2019-09-26">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zbznsfsymfchdlmdsmo2bglth4" style="color: black;">Proceedings of the 2019 Federated Conference on Computer Science and Information Systems</a> </i> &nbsp;
The Convolutional Neural Network (CNN) model is a deep learning architecture used for large amounts of training data.  ...  Light direction, reflection, emotional and physical changes in facial expression are the main factors in face recognition systems that make recognition difficult.  ...  Convolutional Neural Networks (CNN) In recent years, Convolutional Neural Network (CNN) models, which are deep learning models as an alternative to traditional feature extraction and artificial neural  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15439/2019f181">doi:10.15439/2019f181</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/fedcsis/KutlugunSK19.html">dblp:conf/fedcsis/KutlugunSK19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/46rcui5lyvhetfmrjdwyz6o57m">fatcat:46rcui5lyvhetfmrjdwyz6o57m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200306214700/https://annals-csis.org/proceedings/2019/drp/pdf/181.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/1b/f1/1bf16461812ed3bcf35350fcbfe1d9dc0cc66d10.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15439/2019f181"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm

Yutzil Poma, Patricia Melin, Claudia González, Gabriela Martínez
<span title="2020-07-06">2020</span> <i title="PIAP - Industrial Research Institute for Automation and Measurements"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6mgscfy6izf43j6u7i4earnn2u" style="color: black;">Journal of Automation, Mobile Robotics &amp; Intelligent Systems</a> </i> &nbsp;
The optimized parameters are the number of images per block that are used in the training phase, the number of filters and the filter size of the convolutional layer.  ...  This paper presents an approach to optimize a Convolutional Neural Network using the Fuzzy Gravitational Search Algorithm.  ...  ACKNOwLeDGeMeNTS We thank our sponsor CONACYT and Tijuana Institute of Technology for the financial support provided with the scholarship number 816488.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14313/jamris/1-2020/12">doi:10.14313/jamris/1-2020/12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gsf7jzijl5akhpgl34glx3vrf4">fatcat:gsf7jzijl5akhpgl34glx3vrf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200723191356/http://www.jamris.org/images/ISSUES/ISSUE-2020-01/JAMRIS_2020-1_Poma_12.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/8b/87/8b87eb132a5bf94598d62aceb754c2bb8d2dcbf2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14313/jamris/1-2020/12"> <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 Emotions Recognition using Convolutional Neural Net [article]

Faisal Ghaffar
<span title="2020-01-06">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Every image was first passed through face detection algorithm to include it in train dataset. As CNN requires large amount of data so we duplicated our data using various filter on each image.  ...  Three convolutional layers were used, each of which was followed by a pooling layer and then three dense layers. The dropout rate for dense layer was 20%.  ...  Facial Emotions Recognition using Convolutional Neural Net.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.01456v1">arXiv:2001.01456v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7toasglnefga5dxzjitjehttmu">fatcat:7toasglnefga5dxzjitjehttmu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321145441/https://arxiv.org/ftp/arxiv/papers/2001/2001.01456.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.01456v1" 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>

Designing a neural network identification subsystem in the hardware- software complex of face recognition

V.I. Voronov, Moscow Technical University of Communications and Informatics, I.A. Zharov, A.D. Bykov, A.S. Trunov, L.I. Voronova, Moscow Technical University of Communications and Informatics, Moscow Technical University of Communications and Informatics, Moscow Technical University of Communications and Informatics, Moscow Technical University of Communications and Informatics
<span title="">2020</span> <i title="Media-Publisher"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2c5auf762nc2poj33uzobcrtpa" style="color: black;">T-Comm</a> </i> &nbsp;
Special attention is paid to the description of architecture and scenario of work of subsystem "Identifier" of neural network identification software and hardware complex, which implements face recognition  ...  On the basis of carried out researches the software and hardware complex of biometric identification on the basis of neural network recognition of faces, for the subsequent integration into the security  ...  The main neural network architectures used for face recognition in images are discussed below.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.36724/2072-8735-2020-14-5-69-76">doi:10.36724/2072-8735-2020-14-5-69-76</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zbhjftr6anag5ij45derkvbi4m">fatcat:zbhjftr6anag5ij45derkvbi4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220227215021/http://media-publisher.ru/wp-content/uploads/8_5_2020.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/f6/4c/f64c0398705b4bb70c93522a23a28a45e0ae4e6c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.36724/2072-8735-2020-14-5-69-76"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
&laquo; Previous Showing results 1 &mdash; 15 out of 30,187 results