A multiscale method for HOG-based face recognition
Image representation is an important process in image classification, and there are many
different methods for representing images. HOG (Histograms of Oriented Gradients) is a …
different methods for representing images. HOG (Histograms of Oriented Gradients) is a …
Face recognition using histograms of oriented gradients
Face recognition has been a long standing problem in computer vision. Recently,
Histograms of Oriented Gradients (HOGs) have proven to be an effective descriptor for …
Histograms of Oriented Gradients (HOGs) have proven to be an effective descriptor for …
Face recognition based on the fusion of global and local HOG features of face images
H Tan, B Yang, Z Ma - IET computer vision, 2014 - Wiley Online Library
Histogram of oriented gradients (HOG) descriptor was initially applied to human detection
and achieved great success. In recent years, HOG descriptor has also been applied to face …
and achieved great success. In recent years, HOG descriptor has also been applied to face …
Multiplex image representation for enhanced recognition
A multiscale approach to exploiting existing image descriptors (LBP and HOG) is proposed
recently in order to enhance face recognition performance (Ubiquitous computing and …
recently in order to enhance face recognition performance (Ubiquitous computing and …
Face recognition using co-occurrence histograms of oriented gradients
TT Do, E Kijak - … Conference on Acoustics, Speech and Signal …, 2012 - ieeexplore.ieee.org
Recently, Histogram of Oriented Gradient (HOG) is applied in face recognition. In this paper,
we apply Co-occurrence of Oriented Gradient (CoHOG), which is an extension of HOG, on …
we apply Co-occurrence of Oriented Gradient (CoHOG), which is an extension of HOG, on …
Histogram of the oriented gradient for face recognition
C Shu, X Ding, C Fang - Tsinghua Science and Technology, 2011 - ieeexplore.ieee.org
The histogram of oriented gradient has been successfully applied in many research fields
with excellent performance especially in pedestrian detection. However, the method has …
with excellent performance especially in pedestrian detection. However, the method has …
Histograms of fuzzy oriented gradients for face recognition
AI Salhi, M Kardouchi, N Belacel - … International conference on …, 2013 - ieeexplore.ieee.org
Efficient face descriptors require a careful equilibration between accuracy and feature
dimension. In recent years Histogram of Oriented Gradient (HOG) starts to be used in the …
dimension. In recent years Histogram of Oriented Gradient (HOG) starts to be used in the …
Fast and efficient face recognition system using random forest and histograms of oriented gradients
AI Salhi, M Kardouchi, N Belacel - 2012 BIOSIG-Proceedings of …, 2012 - ieeexplore.ieee.org
The efficient face recognition systems are those which are able to achieve higher
recognition rate with lower computational cost. To develop such systems both feature …
recognition rate with lower computational cost. To develop such systems both feature …
Performance comparison of improved HOG, Gabor and LBP
Z Xiang, H Tan, Z Ma - Journal of Computer-Aided Design & Computer …, 2012 - jcad.cn
In order to achieve effective expression of the facial features in complex environment, an
improved face recognition method of histograms of oriented gradients (HOG) is proposed …
improved face recognition method of histograms of oriented gradients (HOG) is proposed …
The excellent properties of a dense grid-based HOG feature on face recognition compared to Gabor and LBP
Z Xiang, H Tan, W Ye - IEEE Access, 2018 - ieeexplore.ieee.org
To effectively represent facial features in complex environments, a face recognition method
based on dense grid histograms of oriented gradients (HOG) is proposed. First, the face …
based on dense grid histograms of oriented gradients (HOG) is proposed. First, the face …