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Mohammad Tavakolian
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A spatiotemporal convolutional neural network for automatic pain intensity estimation from facial dynamics
M Tavakolian, A Hadid
International Journal of Computer Vision 127, 1413-1425, 2019
572019
Deep learning for scene classification: A survey
D Zeng, M Liao, M Tavakolian, Y Guo, B Zhou, D Hu, M Pietikäinen, L Liu
arXiv preprint arXiv:2101.10531, 2021
302021
Deep binary representation of facial expressions: A novel framework for automatic pain intensity recognition
M Tavakolian, A Hadid
2018 25th IEEE International Conference on Image Processing (ICIP), 1952-1956, 2018
282018
Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition
F Hajati, M Tavakolian, S Gheisari, Y Gao, A Mian
IEEE Transactions on Human-Machine Systems, 1-13, 2017
272017
Deep spatiotemporal representation of the face for automatic pain intensity estimation
M Tavakolian, A Hadid
2018 24th International Conference on Pattern Recognition (ICPR), 350-354, 2018
222018
Self-supervised pain intensity estimation from facial videos via statistical spatiotemporal distillation
M Tavakolian, MB Lopez, L Liu
Pattern Recognition Letters 140, 26-33, 2020
212020
Learning to detect genuine versus posed pain from facial expressions using residual generative adversarial networks
M Tavakolian, CGB Cruces, A Hadid
2019 14th IEEE International Conference on Automatic Face & Gesture …, 2019
162019
Awsd: Adaptive weighted spatiotemporal distillation for video representation
M Tavakolian, HR Tavakoli, A Hadid
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
122019
Semi-supervised few-shot class-incremental learning
Y Cui, W Xiong, M Tavakolian, L Liu
2021 IEEE International Conference on Image Processing (ICIP), 1239-1243, 2021
82021
Avd: Adversarial video distillation
M Tavakolian, M Sabokrou, A Hadid
arXiv preprint arXiv:1907.05640, 2019
72019
Deep discriminative model for video classification
M Tavakolian, A Hadid
Proceedings of the European Conference on Computer Vision (ECCV), 382-398, 2018
72018
Video classification using deep autoencoder network
F Hajati, M Tavakolian
Complex, Intelligent, and Software Intensive Systems: Proceedings of the …, 2020
32020
Efficient spatiotemporal representation learning for pain intensity estimation from facial expressions
M Tavakolian
University of Oulu, 2021
12021
Derivative Variation Pattern for Illumination-Invariant Image Representation
M Tavakolian, F Hajati, AS Mian, Y Gao, S Gheisari
The 20th IEEE International Conference on Image Processing (ICIP), 2013
12013
Spatiotemporal derivative pattern: A dynamic texture descriptor for video matching
F Hajati, M Tavakolian, S Gheisary, A Mian
Asian Conf. on Computer Vision (ACCV), 2014
2014
Sparse Variation Pattern for Texture Classification
M Tavakolian, F Hajati, AS Mian, S Gheisari
International Conference on Digital Image Computing: Techniques and …, 2013
2013
UWA Research Publication
M Tavakolian, F Hajati, A Mian, Y Gao, S Gheisari
2013
Compensating the Undesirable Effects of Illumination Variations on the Face Images
M Ezoji, M Tavakolian
The 7th Iranian Conference on Machine Vision and Image Processing (MVIP), 2011
2011
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