Face feature extraction: a complete review

H Wang, J Hu, W Deng - IEEE Access, 2017 - ieeexplore.ieee.org
Feature extraction is vital for face recognition. In this paper, we focus on the general feature
extraction framework for robust face recognition. We collect about 300 papers regarding face …

Local large-margin multi-metric learning for face and kinship verification

J Hu, J Lu, YP Tan, J Yuan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Metric learning has attracted wide attention in face and kinship verification, and a number of
such algorithms have been presented over the past few years. However, most existing …

Local quadruple pattern: A novel descriptor for facial image recognition and retrieval

S Chakraborty, SK Singh, P Chakraborty - Computers & Electrical …, 2017 - Elsevier
In this paper a novel hand-crafted local quadruple pattern (LQPAT) is proposed for facial
image recognition and retrieval. Most of the existing hand-crafted descriptors encode only a …

[HTML][HTML] An overview on user profiling in online social networks

GU Vasanthakumar, K Sunithamma, PD Shenoy… - International Journal of …, 2017 - ijais.org
Abstract Advances in Online Social Networks is creating huge data day in and out providing
lot of opportunities to its users to express their interest and opinion. Due to the popularity …

Ldop: local directional order pattern for robust face retrieval

SR Dubey, S Mukherjee - Multimedia Tools and Applications, 2020 - Springer
The local descriptors have gained wide range of attention due to their enhanced
discriminative abilities. It has been proved that the consideration of multi-scale local …

A study on face recognition techniques with age and gender classification

S Kumar, S Singh, J Kumar - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Nowadays research has explored to extracting auxiliary information from various biometrie
techniques such as fingerprints, face, iris, palm, voice etc. This information contains some …

Centre symmetric quadruple pattern: A novel descriptor for facial image recognition and retrieval

S Chakraborty, SK Singh, P Chakraborty - Pattern Recognition Letters, 2018 - Elsevier
Facial features are defined as the local relationships that exist amongst the pixels of a facial
image. Hand-crafted descriptors identify the relationships of the pixels in the local …

Face retrieval using frequency decoded local descriptor

SR Dubey - Multimedia Tools and Applications, 2019 - Springer
The local descriptors have been the backbone of most of the computer vision problems.
Most of the existing local descriptors are generated over the raw input images. In order to …

An information-theoretic approach to personalized explainable machine learning

A Jung, PHJ Nardelli - IEEE Signal Processing Letters, 2020 - ieeexplore.ieee.org
Automated decision making is used routinely throughout our every-day life. Recommender
systems decide which jobs, movies, or other user profiles might be interesting to us. Spell …

Visual face recognition using bag of dense derivative depth patterns

T Mantecón, CR del-Blanco… - IEEE Signal …, 2016 - ieeexplore.ieee.org
A novel biometric face recognition algorithm using depth cameras is proposed. The key
contribution is the design of a novel and highly discriminative face image descriptor called …