Power quality disturbance monitoring and classification based on improved PCA and convolution neural network for wind-grid distribution systems
Y Shen, M Abubakar, H Liu, F Hussain - Energies, 2019 - mdpi.com
The excessive use of power semiconductor devices in a grid utility increases the malfunction
of the control system, produces power quality disturbances (PQDs) and reduces the …
of the control system, produces power quality disturbances (PQDs) and reduces the …
Improved principal component analysis and linear regression classification for face recognition
In this paper, an improved principal component analysis (IPCA) is presented for face feature
representation. IPCA is mainly designed to extract the useful information from original face …
representation. IPCA is mainly designed to extract the useful information from original face …
[HTML][HTML] Advanced wind turbine blade inspection with hyperspectral imaging and 3D convolutional neural networks for damage detection
In the context of global efforts to mitigate climate change by pursuing sustainable energy
sources, wind energy has emerged as a critical contributor. However, the wind energy …
sources, wind energy has emerged as a critical contributor. However, the wind energy …
Unsupervised learning dimensionality reduction algorithm PCA for face recognition
Some challenges of developing face recognition system is to train examples of different
poses, illuminations, contrast and background conditions. Even though if the system works …
poses, illuminations, contrast and background conditions. Even though if the system works …
Comparision study on various face detection techniques
K Srikrishnaswetha, S Kumar… - 2018 4th international …, 2018 - ieeexplore.ieee.org
Nowadays research has been developed by many security facilities such as fingerprint,
palm biometric and different biometrics. This information contains about comparisons of face …
palm biometric and different biometrics. This information contains about comparisons of face …
IPCA-SVM based real-time wrinkling detection approaches for strip steel production process
T Zhao, X Chen, L Yang - International Journal of Wireless …, 2019 - inderscienceonline.com
Strip steel wrinkling is one of the common problems in strip steel production line. The
wrinkling phenomenon has a serious impact on the quality of the products, resulting in …
wrinkling phenomenon has a serious impact on the quality of the products, resulting in …
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 …
classification with regularized least square has been successfully used in face recognition …
Performance of face recognition system using gradient Laplacian operators and new features extraction method based on linear regression slope
Recent research proves that face recognition systems can achieve high‐quality results even
in non‐ideal environments. Edge detection techniques and feature extraction methods are …
in non‐ideal environments. Edge detection techniques and feature extraction methods are …
Face recognition based on multi features extractors
Face recognition is the core application in the biometrie technology area. It is widely used in
the advanced application of robotics and computer vision. Raising commercial of face …
the advanced application of robotics and computer vision. Raising commercial of face …
Effect of averaging techniques on PCA algorithm and its performance evaluation in face recognition applications
Z Tahira, HM Asif - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Biometric authentication is a process that validates the user's identity by measuring his
intrinsic characteristics. This process is used to cater for the security-related issues. There …
intrinsic characteristics. This process is used to cater for the security-related issues. There …