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3D CNNs with Adaptive Temporal Feature Resolutions

Nov 17, 2020
Mohsen Fayyaz, Emad Bahrami Rad, Ali Diba, Mehdi Noroozi, Ehsan Adeli, Luc Van Gool, Juergen Gall


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SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation

Mar 31, 2020
Mohsen Fayyaz, Juergen Gall

* CVPR 2020 

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Holistic Large Scale Video Understanding

Apr 25, 2019
Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jurgen Gall, Rainer Stiefelhagen, Luc Van Gool


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Weakly Supervised Action Segmentation Using Mutual Consistency

Apr 05, 2019
Yaser Souri, Mohsen Fayyaz, Juergen Gall

* Under review. The first two authors contributed equally 

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AVID: Adversarial Visual Irregularity Detection

Jul 17, 2018
Mohammad Sabokrou, Masoud Pourreza, Mohsen Fayyaz, Rahim Entezari, Mahmood Fathy, Jürgen Gall, Ehsan Adeli


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Spatio-Temporal Channel Correlation Networks for Action Classification

Jun 25, 2018
Ali Diba, Mohsen Fayyaz, Vivek Sharma, M. Mahdi Arzani, Rahman Yousefzadeh, Juergen Gall, Luc Van Gool

* arXiv admin note: substantial text overlap with arXiv:1711.08200 

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Online Signature Verification using Deep Representation: A new Descriptor

Jun 24, 2018
Mohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou, Mahmood Fathy

* arXiv admin note: substantial text overlap with arXiv:1505.08153 

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Semantic Video Segmentation: A Review on Recent Approaches

Jun 16, 2018
Mohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou, Mahmood Fathy


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Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet

Feb 17, 2018
Seyyed Hossein Hasanpour, Mohammad Rouhani, Mohsen Fayyaz, Mohammad Sabokrou, Ehsan Adeli

* The Submitted version to the IEEE TIP on December 2017, replaced high resolution images with low-res counterparts due to arXiv size limitation, 19 pages 

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Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures

Feb 14, 2018
Seyyed Hossein Hasanpour, Mohammad Rouhani, Mohsen Fayyaz, Mohammad Sabokrou

* replaced low-res images with high-res versions, minor corrections in the appendix, switched to LaTex 

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Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification

Nov 22, 2017
Ali Diba, Mohsen Fayyaz, Vivek Sharma, Amir Hossein Karami, Mohammad Mahdi Arzani, Rahman Yousefzadeh, Luc Van Gool


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Deep-Anomaly: Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes

Apr 30, 2017
Mohammad Sabokrou, Mohsen Fayyaz, Mahmood Fathy, Zahra Moayedd, Reinhard klette


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STFCN: Spatio-Temporal FCN for Semantic Video Segmentation

Sep 02, 2016
Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy, Reinhard Klette, Fay Huang


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A Novel Approach For Finger Vein Verification Based on Self-Taught Learning

Aug 15, 2015
Mohsen Fayyaz, Masoud PourReza, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy

* 4 pages, 4 figures, Submitted Iranian Conference on Machine Vision and Image Processing 

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Feature Representation for Online Signature Verification

May 29, 2015
Mohsen Fayyaz, Mohammad Hajizadeh_Saffar, Mohammad Sabokrou, Mahmood Fathy

* 10 pages, 10 figures, Submitted to IEEE Transactions on Information Forensics and Security 

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