Munawar Hayat
Munawar Hayat
Verified email at canberra.edu.au - Homepage
TitleCited byYear
Cost-sensitive learning of deep feature representations from imbalanced data
SH Khan, M Hayat, M Bennamoun, FA Sohel, R Togneri
IEEE transactions on neural networks and learning systems 29 (8), 3573-3587, 2017
1402017
Deep reconstruction models for image set classification
M Hayat, M Bennamoun, S An
IEEE transactions on pattern analysis and machine intelligence 37 (4), 713-727, 2014
1092014
An efficient 3D face recognition approach using local geometrical signatures
Y Lei, M Bennamoun, M Hayat, Y Guo
Pattern Recognition 47 (2), 509-524, 2014
1002014
Learning Non-Linear Reconstruction Models for Image Set Classification
M Hayat, M Bennamoun, S An
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
672014
A two-phase weighted collaborative representation for 3D partial face recognition with single sample
Y Lei, Y Guo, M Hayat, M Bennamoun, X Zhou
Pattern Recognition 52, 218-237, 2016
452016
A discriminative representation of convolutional features for indoor scene recognition
SH Khan, M Hayat, M Bennamoun, R Togneri, FA Sohel
IEEE Transactions on Image Processing 25 (7), 3372-3383, 2016
322016
A spatial layout and scale invariant feature representation for indoor scene classification
M Hayat, SH Khan, M Bennamoun, S An
IEEE Transactions on Image Processing 25 (10), 4829-4841, 2016
312016
An automatic framework for textured 3d video-based facial expression recognition
M Hayat, M Bennamoun
IEEE Transactions on Affective Computing 5 (3), 301-313, 2014
302014
Reverse training: An efficient approach for image set classification
M Hayat, M Bennamoun, S An
European conference on computer vision, 784-799, 2014
272014
An RGB–D based image set classification for robust face recognition from Kinect data
M Hayat, M Bennamoun, AA El-Sallam
Neurocomputing 171, 889-900, 2016
222016
Joint Registration and Representation Learning for Unconstrained Face Identification
M Hayat, SH Khan, N Werghi, R Goecke
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
162017
Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017
T Dang, B Stasak, Z Huang, S Jayawardena, M Atcheson, M Hayat, P Le, ...
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, 27-35, 2017
152017
Empowering simple binary classifiers for image set based face recognition
M Hayat, SH Khan, M Bennamoun
International Journal of Computer Vision 123 (3), 479-498, 2017
142017
Scene categorization with spectral features
SH Khan, M Hayat, F Porikli
Proceedings of the IEEE International Conference on Computer Vision, 5638-5648, 2017
142017
Evaluation of spatiotemporal detectors and descriptors for facial expression recognition
M Hayat, M Bennamoun, A El-Sallam
2012 5th International Conference on Human System Interactions, 43-47, 2012
142012
Clustering of video-patches on grassmannian manifold for facial expression recognition from 3d videos
M Hayat, M Bennamoun, AA El-Sallam
2013 IEEE workshop on applications of computer vision (WACV), 83-88, 2013
102013
Regularization of deep neural networks with spectral dropout
SH Khan, M Hayat, F Porikli
Neural Networks 110, 82-90, 2019
92019
Fully automatic face recognition from 3D videos
M Hayat, M Bennamoun, AA El-Sallam
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
82012
A video-based facial behaviour analysis approach to melancholia
S Bhatia, M Hayat, M Breakspear, G Parker, R Goecke
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
72017
Contractive rectifier networks for nonlinear maximum margin classification
S An, M Hayat, SH Khan, M Bennamoun, F Boussaid, F Sohel
Proceedings of the IEEE international conference on computer vision, 2515-2523, 2015
72015
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Articles 1–20