Hybrid features and exponential moth-flame optimization based deep belief network for face recognition

作者: Ch. Hima Bindu , K. Manjunatha Chari

DOI: 10.1080/21681163.2020.1761454

关键词: Facial recognition systemMoth flame optimizationBiometricsIdentification (information)Pattern recognitionComputer scienceExponential functionDeep belief networkFeature extractionIdentity (object-oriented programming)Artificial intelligence

摘要: Face recognition finds its application in various areas, like biometrics, person identification through their identity cards, Closed-Circuit Television (CCTV) cameras, and so on. Among biom...

参考文章(32)
Seyedali Mirjalili, Moth-flame optimization algorithm Knowledge Based Systems. ,vol. 89, pp. 228- 249 ,(2015) , 10.1016/J.KNOSYS.2015.07.006
Binu Dennis, Selvi Muthukrishnan, AGFS: Adaptive Genetic Fuzzy System for medical data classification Applied Soft Computing. ,vol. 25, pp. 242- 252 ,(2014) , 10.1016/J.ASOC.2014.09.032
Michael S. Saccucci, Raid W. Amin, James M. Lucas, Exponentially weighted moving average control schemes with variable sampling intervals Communications in Statistics - Simulation and Computation. ,vol. 21, pp. 627- 657 ,(1992) , 10.1080/03610919208813040
Aloysius George, B. R. Rajakumar, D. Binu, Genetic algorithm based airlines booking terminal open/close decision system advances in computing and communications. pp. 174- 179 ,(2012) , 10.1145/2345396.2345426
Yanwei Pang, He Yan, Yuan Yuan, Kongqiao Wang, Robust CoHOG Feature Extraction in Human-Centered Image/Video Management System systems man and cybernetics. ,vol. 42, pp. 458- 468 ,(2012) , 10.1109/TSMCB.2011.2167750
A.U. Batur, M.H. Hayes, Adaptive active appearance models IEEE Transactions on Image Processing. ,vol. 14, pp. 1707- 1721 ,(2005) , 10.1109/TIP.2005.854473
Qingxiang Feng, Chun Yuan, Jeng-Shyang Pan, Jar-Ferr Yang, Yang-Ting Chou, Yicong Zhou, Weifeng Li, Superimposed Sparse Parameter Classifiers for Face Recognition IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 47, pp. 378- 390 ,(2017) , 10.1109/TCYB.2016.2516239
Chen Li, Wei Wei, Jiaxue Li, Wei Song, A cloud-based monitoring system via face recognition using Gabor and CS-LBP features The Journal of Supercomputing. ,vol. 73, pp. 1532- 1546 ,(2017) , 10.1007/S11227-016-1840-6
Hailin Shi, Xiaobo Wang, Dong Yi, Zhen Lei, Xiangyu Zhu, Stan Z. Li, Cross-Modality Face Recognition via Heterogeneous Joint Bayesian IEEE Signal Processing Letters. ,vol. 24, pp. 81- 85 ,(2017) , 10.1109/LSP.2016.2637400