View-independent face recognition with mixture of experts

被引：23

作者：

Ebrahimpour, Reza ^{[1
,2
]}

Kabire, Ehsanollah ^{[3
]}

Esteky, Hossein ^{[1
,4
]}

Yousefi, Mohammad Reza ^{[2
]}

机构：

[1] Inst Studies Theoret Phys & Math, Sch Cognit Sci, Tehran, Iran

[2] Shahid Rajaee Univ, Dept Elect Engn, Tehran, Iran

[3] Tarbiat Modares Univ, Dept Elect Engn, Tehran, Iran

[4] Shahid Beheshti Univ, Sch Med, Res Grp Brain & Cognit Sci, Tehran, Iran

来源：

NEUROCOMPUTING | 2008年 / 71卷 / 4-6期

关键词：

view-independent face recognition; mixture of experts; teacher-directed learning; principal component analysis;

D O I：

10.1016/j.neucom.2007.08.021

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A model for view-independent face recognition, based on Mixture of Experts, ME, is presented. Instead of allowing ME to partition the face space automatically, it is directed to adapt to a particular partitioning corresponding to predetermined views. Experimental results show that this model performs well in recognizing faces of intermediate unseen views. There are neurophysiological evidences that underpin the proposed model, reporting similar mechanisms of pooling the outputs of several view-specific modules to perform view independent face recognition. (c) 2007 Elsevier B.V. All rights reserved.

引用

页码：1103 / 1107

页数：5

共 50 条

[31] Enhanced view-independent representation method for skeleton-based human action recognition
Jiang Y.
Lu L.
Xu J.
International Journal of Information and Communication Technology, 2021, 19 (02) : 201 - 218
[32] THE AUTOMATIC CONSTRUCTION OF A VIEW-INDEPENDENT RELATIONAL MODEL FOR 3-D OBJECT RECOGNITION
ZHANG, SJ
SULLIVAN, GD
BAKER, KD
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (06) : 531 - 544
[33] Learning sparse representations for view-independent human action recognition based on fuzzy distances
Iosifidis, Alexandros
Tefas, Anastasios
Pitas, Ioannis
NEUROCOMPUTING, 2013, 121 : 344 - 353
[34] PERCEIVING HIDDEN STRUCTURE - VIEW-INDEPENDENT RECOGNITION OF CONSTRUCTED 3-DIMENSIONAL REPRESENTATIONS
COOPER, LA
MOWAFY, L
STEVENS, J
BULLETIN OF THE PSYCHONOMIC SOCIETY, 1986, 24 (05) : 335 - 335
[35] View-Independent Facial Action Unit Detection
Tang, Chuangao
Zheng, Wenming
Yan, Jingwei
Li, Qiang
Li, Yang
Zhang, Tong
Cui, Zhen
2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 878 - 882
[36] View-independent Vehicle Category Classification System
Baghdadi, Sara
Aboutabit, Noureddine
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (07) : 756 - 771
[37] Evaluating view-dependent and view-independent theories of object recognition by multiple regression analyses of psychophysical data
Gyoba, J.
Yanagida, T.
PERCEPTION, 1994, 23 : 107 - 108
[38] Hardware-based view-independent cell projection
Weiler, M
Kraus, M
Ertl, T
IEEE/ACM SIGGRAPH SYMPOSIUM ON VOLUME VISUALIZATION AND GRAPHICS 2002, PROCEEDINGS, 2002, : 13 - 22
[39] CROSS-VIEW GAIT RECOGNITION WITH SHORT PROBE SEQUENCES: FROM VIEW TRANSFORMATION MODEL TO VIEW-INDEPENDENT STANCE-INDEPENDENT IDENTITY VECTOR
Hu, Maodi
Wang, Yunhong
Zhang, Zhaoxiang
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2013, 27 (06)
[40] View-Independent Gait Recognition Using Joint Replacement Coordinates (JRCs) and Convolutional Neural Network
Limcharoen, Piya
Khamsemanan, Nirattaya
Nattee, Cholwich
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 15 : 3430 - 3442

← 1 2 3 4 5 →