欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
针对训练样本较少的情况,提出了一种新的人脸识别方法。采用Gabor小波变换得到不同的子图信息,从子图中提取特征;对每个滤波器滤波产生的子图分别进行非负矩阵分解以实现数据降维及特征选择;设计两层分类器完成图像的分类识别,采用基于距离的最近邻分类器对图像进行第一层分类识别,通过对第一层分类结果进行统计记票,获得最终的识别结果。在Yale人脸库中进行实验,实验结果表明,给出的方法有效地提高了人脸识别率。
英文摘要：
For the case of few training samples, a new face recognition method is proposed. Features are extracted from different sub-images obtained through Gabor wavelet transform. Non-negative matrix factorization is used to accomplish data dimensionality reduction and feature selection for sub-images generated by each filter. Two-layer classification is designed to finish the classification. Nearest neighbor classifier based on distance is adopted to complete the first layer classification.The final classification results are gained by counting the record of the results from the first layer. Experiments are done on Yale face database. The results show that the method presented in this paper can effectively improve the recognition rate.
同期刊论文项目
同项目期刊论文
Observer based fuzzy adaptive control of nonlinear systems with actuator faults and unmodeled dynami
Adaptive fault-tolerant controller design for fuzzy Takagi-Sugeno interconnected systems with time-d
Adaptive Neural Network Decentralized Backstepping Output-Feedback Control for Nonlinear Large-Scale
Adaptive fuzzy backstepping output feedback control of nonlinear uncertain systems with unknown virt
Adaptive fuzzy output feedback control of uncertain nonlinear systems with nonsymmetric dead-zone in
Adaptive neural network output feedback control of stochastic nonlinear systems with dynamical uncer
Adaptive fuzzy backstepping output feedback control of nonlinear time-delay systems with unknown hig
Adaptive fuzzy output feedback backstepping control of pure-feedback nonlinear systems via dynamic s
Observer-based adaptive fuzzy decentralized control for stochastic large-scale nonlinear systems wit
Adaptive fuzzy decentralized control for stochastic nonlinear large-scale systems in pure-feedback f
Intelligence computation based on adaptive tracking design for a class of non-linear discrete-time s
Direct adaptive fuzzy backstepping control of uncertain nonlinear systems in the presence of input s
Adaptive fuzzy backstepping output feedback control for strict feedback nonlinear systems with unkno
Robust adaptive fuzzy control for a class of stochastic nonlinear systems with dynamical uncertainti
Adaptive fuzzy backstepping dynamic surface control of uncertain nonlinear systems based on filter o
Fuzzy-Adaptive Decentralized Output-Feedback Control for Large-Scale Nonlinear Systems With Dynamica
Fuzzy adaptive robust backstepping stabilization for SISO nonlinear systems with unknown virtual con
Observer-Based Adaptive Fuzzy Backstepping Control for a Class of Stochastic Nonlinear Strict-Feedba
Observer-based adaptive fuzzy backstepping dynamic surface control design and stability analysis for
Adaptive fuzzy backstepping output feedback control for a class of MIMO time-delay nonlinear systems
Observer-based adaptive fuzzy backstepping control of MIMO stochastic nonlinear strict-feedback syst
Adaptive fuzzy output feedback tracking backstepping control of strict-feedback nonlinear systems wi
Robust adaptive decentralized fuzzy control for stochastic large-scale nonlinear systems with dynami
Prescribed performance fuzzy adaptive fault-tolerant control of non-linear systems with actuator fau
Adaptive fuzzy decentralised output feedback control of pure-feedback large-scale stochastic non-lin
Adaptive fuzzy output-feedback control for output constrained nonlinear systems in the presence of i
Adaptive output feedback control of uncertain nonlinear systems based on dynaic surface control tech
Adaptive fuzzy output feedback control of uncertain nonlinear systems with unknown backlash-like hys
Observer-Based Adaptive Fuzzy Backstepping Output Feedback Control of Uncertain MIMO Pure-Feedback N
Adaptive Neural Output Feedback Tracking Control for a Class of Uncertain Discrete-Time Nonlinear Sy
Adaptive fuzzy fault-tolerant output feedback control of uncertain nonlinear systems with actuator f
Output feedback stabilization based on dynamic surface control for a class of uncertain stochastic n
Adaptive fuzzy decentralized output feedback control for stochastic nonlinear large-scale systems us
期刊信息
位置：