Face recognition: Past, present and future (a review)

M Taskiran, N Kahraman, CE Erdem - Digital Signal Processing, 2020 - Elsevier
Biometric systems have the goal of measuring and analyzing the unique physical or
behavioral characteristics of an individual. The main feature of biometric systems is the use …

Appearance descriptors for person re-identification: a comprehensive review

R Satta - arxiv preprint arxiv:1307.5748, 2013 - arxiv.org
In video-surveillance, person re-identification is the task of recognising whether an
individual has already been observed over a network of cameras. Typically, this is achieved …

Dictionary-based face recognition from video

YC Chen, VM Patel, PJ Phillips… - Computer Vision–ECCV …, 2012 - Springer
The main challenge in recognizing faces in video is effectively exploiting the multiple frames
of a face and the accompanying dynamic signature. One prominent method is based on …

Leveraging archival video for building face datasets

D Ramanan, S Baker, S Kakade - 2007 IEEE 11th International …, 2007 - ieeexplore.ieee.org
We introduce a semi-supervised method for building large, labeled datasets effaces by
leveraging archival video. Specifically, we have implemented a system for labeling 11 years …

Video-based face recognition via joint sparse representation

YC Chen, VM Patel, S Shekhar… - 2013 10th IEEE …, 2013 - ieeexplore.ieee.org
In video-based face recognition, a key challenge is in exploiting the extra information
available in a video; eg, face, body, and motion identity cues. In addition, different video …

Synthesis-based recognition of low resolution faces

S Shekhar, VM Patel… - 2011 International Joint …, 2011 - ieeexplore.ieee.org
Recognition of low resolution face images is a challenging problem in many practical face
recognition systems. Methods have been proposed in the face recognition literature for the …

A manifold approach to face recognition from low quality video across illumination and pose using implicit super-resolution

O Arandjelovic, R Cipolla - 2007 - dro.deakin.edu.au
We consider the problem of matching a face in a low resolution query video sequence
against a set of higher quality gallery sequences. This problem is of interest in many …

Remote identification of faces: Problems, prospects, and progress

R Chellappa, J Ni, VM Patel - Pattern Recognition Letters, 2012 - Elsevier
Face recognition in unconstrained acquisition conditions is one of the most challenging
problems that has been actively researched in recent years. It is well known that many state …

A methodology for rapid illumination-invariant face recognition using image processing filters

O Arandjelović, R Cipolla - Computer Vision and Image Understanding, 2009 - Elsevier
Achieving illumination invariance in the presence of large pose changes remains one of the
most challenging aspects of automatic face recognition from low resolution imagery. In this …

Colour invariants under a non-linear photometric camera model and their application to face recognition from video

O Arandjelović - Pattern Recognition, 2012 - Elsevier
Illumination invariance remains one of the most researched, yet the most challenging aspect
of automatic face recognition. In this paper the discriminative power of colour-based …