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1

Empowering Simple Binary Classifiers for Image Set Based Face Recognition

Hayat, Munawar, Khan, Salman H., Bennamoun, Mohammed

Journal:

International Journal of Computer Vision

Year:

2017

Language:

english

File:

PDF, 1.74 MB

english, 2017

2

Anti-diabetic and spasmolytic potential of Farsetia hamiltonii Royle from Cholistan desert

Hayat, Muhammad Munawar, Sarwar, Sadia, Anjum, Shazia, Uzair, Muhammad, Farhan Rasheed, Hafiz Muhammad, Jabeen, Qaiser, Choudhary, Bashir Ahmad, Ashraf, Muhammad

Journal:

Journal of Ethnopharmacology

Year:

2014

Language:

english

File:

PDF, 1.12 MB

english, 2014

3

An efficient 3D face recognition approach using local geometrical signatures

Lei, Yinjie, Bennamoun, Mohammed, Hayat, Munawar, Guo, Yulan

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 2.92 MB

english, 2014

4

[IEEE 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV 2012) - Guangzhou, China (2012.12.5-2012.12.7)] 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV) - Novel low level local features for 3D expression invariant face recognition

Hayat, Munawar, Bennamoun, Mohammed, Lei, Yinjie, El-Sallam, Amar

Year:

2012

Language:

english

File:

PDF, 164 KB

english, 2012

5

An RGB–D based image set classification for robust face recognition from Kinect data

Hayat, Munawar, Bennamoun, Mohammed, El-Sallam, Amar A.

Journal:

Year:

2015

Language:

english

File:

PDF, 2.52 MB

english, 2015

6

A two-phase weighted collaborative representation for 3D partial face recognition with single sample

Lei, Yinjie, Guo, Yulan, Hayat, Munawar, Bennamoun, Mohammed, Zhou, Xinzhi

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 1.50 MB

english, 2015

7

[IEEE 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Washington, DC, DC, USA (2017.5.30-2017.6.3)] 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - A Video-Based Facial Behaviour Analysis Approach to Melancholia

Bhatia, Shalini, Hayat, Munawar, Breakspear, Michael, Parker, Gordon, Goecke, Roland

Year:

2017

Language:

english

File:

PDF, 541 KB

english, 2017

8

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Honolulu, HI (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Joint Registration and Representation Learning for Unconstrained Face Identification

Hayat, Munawar, Khan, Salman H., Werghi, Naoufel, Goecke, Roland

Year:

2017

Language:

english

File:

PDF, 456 KB

english, 2017

9

[IEEE 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Seoul, Korea (South) (2019.10.27-2019.11.2)] 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Gaussian Affinity for Max-Margin Class Imbalanced Learning

Hayat, Munawar, Khan, Salman, Zamir, Syed Waqas, Shen, Jianbing, Shao, Ling

Year:

2019

File:

PDF, 4.51 MB

2019

10

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - A Self-supervised Approach for Adversarial Robustness

Naseer, Muzammal, Khan, Salman, Hayat, Munawar, Khan, Fahad Shahbaz, Porikli, Fatih

Year:

2020

File:

PDF, 1.03 MB

2020

11

The association of C-reactive protein with left ventricular systolic function and left ventricular myocardial fibrosis

Ahmed, Mohammed, Ahmad, Ijaz, Hayat, Munawar, Ullah, Jasmin, Asad, Nadeem, Socolow, Joshua A, Klem, Igor, Briggs, Matt, Sacchi, Terrence, Heitner, John F

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2009

Language:

english

File:

PDF, 113.84 MB

english, 2009

12

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition

Hayat, Munawar, Bennamoun, Mohammed

Journal:

IEEE Transactions on Affective Computing

Year:

2014

Language:

english

File:

PDF, 915 KB

english, 2014

13

[IEEE 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clearwater Beach, FL, USA (2013.01.15-2013.01.17)] 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos

Hayat, Munawar, Bennamoun, Mohammed, El-Sallam, Amar A.

Year:

2013

Language:

english

File:

PDF, 512 KB

english, 2013

14

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Learning Non-linear Reconstruction Models for Image Set Classification

Hayat, Munawar, Bennamoun, Mohammed, An, Senjian

Year:

2014

Language:

english

File:

PDF, 696 KB

english, 2014

15

Anatomical significance in aortoiliac occlusive disease

Wooten, Candace, Hayat, Munawar, du Plessis, Maira, Cesmebasi, Alper, Koesterer, Michael, Daly, Kevin P., Matusz, Petru, Tubbs, R. Shane, Loukas, Marios

Journal:

Clinical Anatomy

Year:

2014

Language:

english

File:

PDF, 603 KB

english, 2014

16

Deep Reconstruction Models for Image Set Classification

Hayat, Munawar, Bennamoun, Mohammed, An, Senjian

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2015

Language:

english

File:

PDF, 3.12 MB

english, 2015

17

RP-HPLC Method Development and Validation for Simultaneous Determination of Esomeprazole and Diclofenac Sodium in Pharmaceutical Dosage Forms

Khan, Farah, Ahmad, Irshad, Akhtar, Muhammad, Rauf, Heena Abdul, Altaf, Hamza, Hayat, Muhammad Munawar

Journal:

Pharmaceutical Chemistry Journal

Year:

2016

Language:

english

File:

PDF, 303 KB

english, 2016

18

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

An, Senjian, Hayat, Munawar, Khan, Salman H., Bennamoun, Mohammed, Boussaid, Farid, Sohel, Ferdous

Year:

2015

Language:

english

File:

PDF, 216 KB

english, 2015

19

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition

Khan, Salman, Hayat, Munawar, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto

Journal:

IEEE Transactions on Image Processing

Year:

2016

Language:

english

File:

PDF, 4.94 MB

english, 2016

20

A very unusual complication of amniocentesis

Hayat, Munawar, Hill, Michael, Kelly, David, Tubbs, R. Shane, Loukas, Marios

Journal:

Clinical Case Reports

Year:

2015

Language:

english

File:

PDF, 58 KB

english, 2015

21

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification

Hayat, Munawar, Khan, Salman H., Bennamoun, Mohammed, An, Senjian

Journal:

IEEE Transactions on Image Processing

Year:

2016

Language:

english

File:

PDF, 5.66 MB

english, 2016

22

Investigation of Arsenotrophic Microbiome in Arsenic-Affected Bangladesh Groundwater

Sultana, Munawar, Mou, Taslin Jahan, Sanyal, Santonu Kumar, Diba, Farzana, Mahmud, Zahid Hayat, Parvez, Anowar Khasru, Hossain, M. Anwar

Journal:

Year:

2017

Language:

english

File:

PDF, 1.35 MB

english, 2017

23

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

Khan, Salman H., Hayat, Munawar, Bennamoun, Mohammed, Sohel, Ferdous A., Togneri, Roberto

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 3.77 MB

english, 2017

24

Biocomposite application for the phosphate ions removal in aqueous medium

Bhatti, Haq Nawaz, Hayat, Javeria, Iqbal, Munawar, Noreen, Saima, Nawaz, Sadia

Journal:

Journal of Materials Research and Technology

Year:

2017

Language:

english

File:

PDF, 961 KB

english, 2017

25

[ACM Press the 7th Annual Workshop - Mountain View, California, USA (2017.10.23-2017.10.23)] Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge - AVEC '17 - Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017

Dang, Ting, Epps, Julien, Stasak, Brian, Huang, Zhaocheng, Jayawardena, Sadari, Atcheson, Mia, Hayat, Munawar, Le, Phu, Sethu, Vidhyasaharan, Goecke, Roland

Year:

2017

Language:

english

File:

PDF, 1.06 MB

english, 2017

26

[IEEE 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII) - San Antonio, TX, USA (2017.10.23-2017.10.26)] 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII) - Heart rate estimation from facial videos for depression analysis

Mustafa, Aamir, Bhatia, Shalini, Hayat, Munawar, Goecke, Roland

Year:

2017

Language:

english

File:

PDF, 251 KB

english, 2017

27

[IEEE 2017 IEEE International Conference on Computer Vision (ICCV) - Venice (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision (ICCV) - Scene Categorization with Spectral Features

Khan, Salman H., Hayat, Munawar, Porikli, Fatih

Year:

2017

Language:

english

File:

PDF, 2.52 MB

english, 2017

28

[IEEE 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) - Lake Tahoe, NV (2018.3.12-2018.3.15)] 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) - Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation

Khan, Salman H., Hayat, Munawar, Barnes, Nick

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

29

[ACM Press the 19th ACM International Conference - Glasgow, UK (2017.11.13-2017.11.17)] Proceedings of the 19th ACM International Conference on Multimodal Interaction - ICMI 2017 - A multimodal system to characterise melancholia: cascaded bag of words approach

Bhatia, Shalini, Hayat, Munawar, Goecke, Roland

Year:

2017

File:

PDF, 611 KB

2017

30

[ACM Press the 19th ACM International Conference - Glasgow, UK (2017.11.13-2017.11.17)] Proceedings of the 19th ACM International Conference on Multimodal Interaction - ICMI 2017 - A multimodal system to characterise melancholia: cascaded bag of words approach

Bhatia, Shalini, Hayat, Munawar, Goecke, Roland

Year:

2017

Language:

english

File:

PDF, 611 KB

english, 2017

31

Response to “Ghost Numbers”

Hayat, Munawar, Bennamoun, Mohammed, An, Senjian

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2018

Language:

english

File:

PDF, 96 KB

english, 2018

32

Principle Investigation of Structural, Electronics and Chemical Properties of Sn Doped PbX (X=S, Se, Te)

Khan M, Asghar, Shah, Zulfiqar Ali, Khan, Jabran, Saeed, Yasir, Hayat, Sikandar, Saeed, Munawar

Journal:

Journal of Theoretical and Computational Science

Year:

2017

Language:

english

File:

PDF, 2.44 MB

english, 2017

33

Regularization of deep neural networks with spectral dropout

Khan, Salman H, Hayat, Munawar, Porikli, Fatih

Journal:

Neural Networks

Year:

2018

Language:

english

File:

PDF, 890 KB

english, 2018

34

Image Super-Resolution as a Defense Against Adversarial Attacks

Mustafa, Aamir, Khan, Salman H., Hayat, Munawar, Shen, Jianbing, Shao, Ling

Journal:

IEEE Transactions on Image Processing

Year:

2019

Language:

english

File:

PDF, 5.65 MB

english, 2019

35

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Unsupervised Primitive Discovery for Improved 3D Generative Modeling

Khan, Salman H., Guo, Yulan, Hayat, Munawar, Barnes, Nick

Year:

2019

Language:

english

File:

PDF, 3.96 MB

english, 2019

36

Deeply Supervised Discriminative Learning for Adversarial Defense

Mustafa, Aamir, Khan, Salman H., Hayat, Munawar, Goecke, Roland, Shen, Jianbing, Shao, Ling

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2020

File:

PDF, 5.73 MB

2020

37

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Striking the Right Balance With Uncertainty

Khan, Salman, Hayat, Munawar, Zamir, Syed Waqas, Shen, Jianbing, Shao, Ling

Year:

2019

File:

PDF, 634 KB

2019

38

[IEEE 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Seoul, Korea (South) (2019.10.27-2019.11.2)] 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

Mustafa, Aamir, Khan, Salman, Hayat, Munawar, Goecke, Roland, Shen, Jianbing, Shao, Ling

Year:

2019

File:

PDF, 310 KB

2019

39

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection

Taha, Bilal, Hayat, Munawar, Berretti, Stefano, Hatzinakos, Dimitrios, Werghi, Naoufel

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Year:

2020

File:

PDF, 5.53 MB

2020

40

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - CycleISP: Real Image Restoration via Improved Data Synthesis

Zamir, Syed Waqas, Arora, Aditya, Khan, Salman, Hayat, Munawar, Khan, Fahad Shahbaz, Yang, Ming-Hsuan, Shao, Ling

Year:

2020

File:

PDF, 1009 KB

2020

41

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - iTAML: An Incremental Task-Agnostic Meta-learning Approach

Rajasegaran, Jathushan, Khan, Salman, Hayat, Munawar, Khan, Fahad Shahbaz, Shah, Mubarak

Year:

2020

File:

PDF, 2.12 MB

2020

42

CuO Hollow Cubic Caves Wrapped with Biogenic N-Rich Graphitic C for Simultaneous Monitoring of Uric Acid and Xanthine

Hayat, Khizer, Munawar, Aqsa, Zulfiqar, Anam, Akhtar, Mahmood Hassan, Ahmad, Hafiz Badaruddin, Shafiq, Zahid, Akram, Muhammad, Saleemi, Awais Siddique, Akhtar, Naeem

Journal:

ACS Applied Materials & Interfaces

Year:

2020

File:

PDF, 6.69 MB

2020

43

[IEEE 2020 IEEE International Conference on Image Processing (ICIP) - Abu Dhabi, United Arab Emirates (2020.10.25-2020.10.28)] 2020 IEEE International Conference on Image Processing (ICIP) - Fused Geometry Augmented Images For Analyzing Textured Mesh

Taha, Bilal, Hayat, Munawar, Berretti, Stefano, Werghi, Naoufel

Year:

2020

File:

PDF, 140 KB

2020