Combining appearance and motion for face and gender recognition from videos

A Hadid, M Pietikäinen - Pattern Recognition, 2009 - Elsevier
While many works consider moving faces only as collections of frames and apply still image-
based methods, recent developments indicate that excellent results can be obtained using …

Learning personal specific facial dynamics for face recognition from videos

A Hadid, M Pietikäinen, SZ Li - Analysis and Modeling of Faces and …, 2007 - Springer
In this paper, we present an effective approach for spatiotemporal face recognition from
videos using an Extended set of Volume LBP (Local Binary Pattern features) and a boosting …

Tracking vertex flow and model adaptation for three-dimensional spatiotemporal face analysis

Y Sun, X Chen, M Rosato, L Yin - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Research in the areas of 3-D face recognition and 3-D facial expression analysis has
intensified in recent years. However, most research has been focused on 3-D static data …

A dynamic texture-based approach to recognition of facial actions and their temporal models

S Koelstra, M Pantic, I Patras - IEEE transactions on pattern …, 2010 - ieeexplore.ieee.org
In this work, we propose a dynamic texture-based approach to the recognition of facial
Action Units (AUs, atomic facial gestures) and their temporal models (ie, sequences of …

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 …

Volume structured ordinal features with background similarity measure for video face recognition

H Méndez-Vázquez, Y Martínez-Díaz… - … on biometrics (ICB), 2013 - ieeexplore.ieee.org
It has been shown in different studies the benefits of using spatio-temporal information for
video face recognition. However, most of the existing spatio-temporal representations do not …

Understanding discrete facial expressions in video using an emotion avatar image

S Yang, B Bhanu - IEEE Transactions on Systems, Man, and …, 2012 - ieeexplore.ieee.org
Existing video-based facial expression recognition techniques analyze the geometry-based
and appearance-based information in every frame as well as explore the temporal relation …

Boosted multi-resolution spatiotemporal descriptors for facial expression recognition

G Zhao, M Pietikäinen - Pattern recognition letters, 2009 - Elsevier
Recently, a spatiotemporal local binary pattern operator from three orthogonal planes (LBP-
TOP) was proposed for describing and recognizing dynamic textures and applied to facial …

Facial expression recognition using tracked facial actions: Classifier performance analysis

F Dornaika, A Moujahid, B Raducanu - Engineering Applications of …, 2013 - Elsevier
In this paper, we address the analysis and recognition of facial expressions in continuous
videos. More precisely, we study classifiers performance that exploit head pose independent …

Facial expression recognition in videos using dynamic kernels

N Perveen, D Roy, KM Chalavadi - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Recognition of facial expressions across various actors, contexts, and recording conditions
in real-world videos involves identifying local facial movements. Hence, it is important to …