Improved face recognition under varying illumination conditions using webface-based local descriptors

A Boualleg, D Hakim, M Deriche… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
An improved face recognition-based method subjected to varying lighting is proposed. It is
performed through achieving the following steps. First, Contrast Equalization (CE) is …

Face recognition under varying lighting conditions: improving the recognition accuracy for local descriptors based on weber-face followed by difference of Gaussians

CK Tran, CD Tseng, L Chang… - Journal of the Chinese …, 2019 - Taylor & Francis
Illumination variation is among the several bottlenecks in a face recognition system because
it can greatly affect the appearance of a face image, which causes a reduction in the face …

Lighting aware preprocessing for face recognition across varying illumination

H Han, S Shan, L Qing, X Chen, W Gao - … 5-11, 2010, Proceedings, Part II …, 2010 - Springer
Illumination variation is one of intractable yet crucial problems in face recognition and many
lighting normalization approaches have been proposed in the past decades. Nevertheless …

[PDF][PDF] A new approach for real time Face Recognition System using a modified Eigenfaces with Edge Tracking

AA Tamimi - 2014 - meu.edu.jo
This thesis presents Real-time Face Recognition using modified Eigenfaces technique and
color segmentation with Edge tracking for face detection. Eigenfaces is a fast and simple …

A novel preprocessing method and PCLDA algorithm for face recognition under difficult lighting conditions

B Vinothkumar, P Kumar - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
One of the most important challenges for practical face recognition systems is to make
recognition more reliable under uncontrolled lighting conditions. We tackle this by using …

Eigenhill vs. eigenface and eigenedge

A Yilmaz, M Gokmen - Proceedings 15th International …, 2000 - ieeexplore.ieee.org
In this study, we present a new approach to overcome the problems in face recognition
associated with illumination changes by utilizing the edge images rather than intensity …

Raw vs. processed: How to use the raw and processed images for robust face recognition under varying illumination

L Xu, L Huang, C Liu - 2010 20th International Conference on …, 2010 - ieeexplore.ieee.org
Many previous image processing methods discard low-frequency components of images to
extract illumination invariant for face recognition. However, this method may cause distortion …

Wavelet-based illumination compensation for face recognition using eigenface method

W Wang, J Song, Z Yang, Z Chi - 2006 6th World Congress on …, 2006 - ieeexplore.ieee.org
Eigenface is an effective human face recognition technique. However its performance is
affected to some extent by lighting conditions in capturing face images. In this paper, a new …

[引用][C] Lighting-variant face recognition based on illumination categorization

R Cui, YN Zhang, YN Hu, Y Zhu - Jisuanji …, 2010 - … Technology Institute,| a No. 26, PO …

Design of face recognition system using local binary pattern and CLAHE on Smart Meeting Room System

A Harsoyo, MC Rezi, PH Rusmin - 2013 IEEE 3rd International …, 2013 - ieeexplore.ieee.org
Face recognition has been widely used as identification. Face recognition has been
choosen due to its simplicity on implementation and non-invasive characteristic while deliver …