Face Recognition Method under Adaptive Image Matching and Dictionary Learning Algorithm

X Lv, M Su, Z Wang - Computational Intelligence and …, 2023 - Wiley Online Library
In this research, a robust face recognition method based on adaptive image matching and a
dictionary learning algorithm was proposed. A Fisher discriminant constraint was introduced …

Adaptive dictionary learning based on local configuration pattern for face recognition

D Wei, T Chen, S Li, D Jiang, Y Zhao, T Li - Eurasip Journal on Advances …, 2020 - Springer
Sparse representation based on classification and collaborative representation based
classification with regularized least square has been successfully used in face recognition …

Discriminative dictionary learning algorithm based on sample diversity and locality of atoms for face recognition

S Liu, Y Wang, X Wu, J Li, T Lei - Journal of Visual Communication and …, 2020 - Elsevier
Dictionary learning is one of the most important algorithms for face recognition. However,
many dictionary learning algorithms for face recognition have the problems of small sample …

Face recognition algorithm based on discriminative dictionary learning and sparse representation

Z Lu, L Zhang - Neurocomputing, 2016 - Elsevier
In order to overcome the defect that the face recognition (FR) rate is greatly reduced in the
existing uncontrolled environments such as the change of illumination, occlusion, and …

Kernel collaborative representation classification based on adaptive dictionary learning

Z Hu, Y Liu, X Zhang, Y Yin, R Zhang… - International Journal of …, 2018 - ijiisyst.org
In recent years, with the progress of technology, face recognition is used more and more
widely in various fields. The classification algorithm based on sparse representation has …

Sparse representation for robust face recognition by dictionary decomposition

F Cao, X Feng, J Zhao - Journal of Visual Communication and Image …, 2017 - Elsevier
Sparse representation-based classification (SRC) method has gained great success in face
recognition due to its encouraging and impressive performance. However, in SRC the data …

Face recognition algorithm based on Haar-like features and gentle AdaBoost feature selection via sparse representation

QW Wang, ZL Ying, LW Huang - Applied Mechanics and Materials, 2015 - Trans Tech Publ
This paper proposed a new face recognition algorithm based on Haar-Like features and
Gentle Adaboost feature selection via sparse representation. Firstly, All the images including …

Face recognition based on collaborative sparse representation with dictionary learning

M Yao, Y Feng, Y Lu, B Jin - 2022 4th International Academic …, 2022 - ieeexplore.ieee.org
For sparse face recognition algorithm lacking of identification information, face recognition
based on collaborative representation with dictionary learning is proposed. Firstly the LC …

Face Recognition Algorithm Based on Mixed Multiple Distance Image and Linear Discriminant Analysis

Y Cheng, A Tan, Z Min - Journal of …, 2020 - dc-china-simulation …
The existing face recognition algorithms used in intelligent monitoring system are mainly
applied to short distance images, which still have the problem of low face recognition rate …

Research on Face Recognition System Based on Intelligent Machine Learning Algorithm

X Zou - 2024 IEEE 4th International Conference on Power …, 2024 - ieeexplore.ieee.org
This paper introduces a real-time face detection technology based on TMS320C6201.
Through the confidential communication between each subsystem, the synchronization of …