Muhammad Awais

Most-cited papers

Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
Zhen-Hua Feng, J. Kittler, Muhammad Awais, P. Huber +1 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition480 citations Open access
Semantic Scholar
Medical image retrieval using deep convolutional neural network
A. Qayyum, S. Anwar, Muhammad Awais, Muhammad Majid
2017Neurocomputing404 citations Open access
Semantic Scholar
A deep CNN based multi-class classification of Alzheimer's disease using MRI
Ammarah Farooq, SyedMuhammad Anwar, Muhammad Awais, Saad Rehman
2017International Symposium on Telecommunications286 citations
Semantic Scholar
Foundational Models Defining a New Era in Vision: A Survey and Outlook
Muhammad Awais, Muzammal Naseer, Salman Siddique Khan, R. Anwer +4 more
2023arXiv.org172 citations Open access
Semantic Scholar
SiT: Self-supervised vIsion Transformer
Sara Atito, Muhammad Awais, J. Kittler
2021arXiv.org169 citations
Semantic Scholar
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification
Ammarah Farooq, Muhammad Awais, J. Kittler, Syed Safwan Khalid
2021AAAI Conference on Artificial Intelligence145 citations Open access
Semantic Scholar
Revisiting Internal Covariate Shift for Batch Normalization
Muhammad Awais, Md. Tauhid Bin Iqbal, S. Bae
2020IEEE Transactions on Neural Networks and Learning Systems85 citations
Semantic Scholar
Gaussian mixture 3D morphable face model
W. P. Koppen, Zhen-Hua Feng, J. Kittler, Muhammad Awais +3 more
2018Pattern Recognition85 citations Open access
Semantic Scholar
3D Morphable Models as Spatial Transformer Networks
A. Bas, P. Huber, W. Smith, Muhammad Awais +1 more
20172017 IEEE International Conference on Computer Vision Workshops (ICCVW)72 citations Open access
Semantic Scholar
Selection of Neural Oscillatory Features for Human Stress Classification with Single Channel EEG Headset
Sanay Muhammad Umar Saeed, S. Anwar, Muhammad Majid, Muhammad Awais +1 more
2018BioMed Research International55 citations Open access
Semantic Scholar
Adversarial Robustness for Unsupervised Domain Adaptation
Muhammad Awais, Fengwei Zhou, Hang Xu, Lan-Qing Hong +3 more
2021IEEE International Conference on Computer Vision47 citations Open access
Semantic Scholar
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection
Soroush Fatemifar, Muhammad Awais, Shervin Rahimzadeh Arashloo, J. Kittler
2019International Conference on Biometrics46 citations
Semantic Scholar
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation
A. Akbari, Muhammad Awais, M. Bashar, J. Kittler
2021International Conference on Machine Learning45 citations
Semantic Scholar
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition
Cong Wu, Xiao-Jun Wu, J. Kittler, Tian-Yang Xu +3 more
2023AAAI Conference on Artificial Intelligence42 citations Open access
Semantic Scholar
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild
Zhen-Hua Feng, J. Kittler, Muhammad Awais, P. Huber +1 more
20172017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)42 citations Open access
Semantic Scholar
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks
Zhen-Hua Feng, J. Kittler, Muhammad Awais, Xiao-Jun Wu
2019International Journal of Computer Vision40 citations Open access
Semantic Scholar
Artificial intelligence based smart diagnosis of alzheimer's disease and mild cognitive impairment
Ammarah Farooq, SyedMuhammad Anwar, Muhammad Awais, M. Alnowami
2017International Smart Cities Conference40 citations
Semantic Scholar
Spoofing Attack Detection by Anomaly Detection
Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, J. Kittler
2019IEEE International Conference on Acoustics, Speech, and Signal Processing38 citations Open access
Semantic Scholar
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification
Sara Atito Ali Ahmed, Muhammad Awais, Wen-Wu Wang, Mark D. Plumbley +1 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing34 citations Open access
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Resolution Invariant Face Recognition Using a Distillation Approach
Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, C. Chan +3 more
2020IEEE Transactions on Biometrics Behavior and Identity Science34 citations Open access
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A Survey of Cross-Modal Visual Content Generation
Fatemeh Nazarieh, Zhen-Hua Feng, Muhammad Awais, Wen-Wu Wang +1 more
2024IEEE transactions on circuits and systems for video technology (Print)32 citations Open access
Semantic Scholar
Developing a generic framework for anomaly detection
Soroush Fatemifar, Muhammad Awais, A. Akbari, J. Kittler
2021Pattern Recognition29 citations
Semantic Scholar
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis
A. Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq +1 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence25 citations Open access
Semantic Scholar
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation
A. Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid +1 more
2021IEEE Transactions on Cybernetics24 citations Open access
Semantic Scholar
Face spoofing detection ensemble via multistage optimisation and pruning
Soroush Fatemifar, S. Asadi, Muhammad Awais, A. Akbari +1 more
2022Pattern Recognition Letters23 citations
Semantic Scholar
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection
Soroush Fatemifar, Muhammad Awais, A. Akbari, J. Kittler
2020International Conference on Information Photonics23 citations
Semantic Scholar
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Jiawei Li +2 more
2021Neural Information Processing Systems22 citations
Semantic Scholar
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression
M. Tahir, F. Yan, Peter Koniusz, Muhammad Awais +4 more
2013IEEE transactions on multimedia22 citations
Semantic Scholar
Towards an Adversarially Robust Normalization Approach
Muhammad Awais, Fahad Shamshad, S. Bae
2019arXiv.org21 citations
Semantic Scholar
Brain computer interface based robotic arm control
Muhammad Yasir Latif, L. Naeem, Tehmina Hafeez, Aasim Raheel +4 more
2017International Smart Cities Conference21 citations
Semantic Scholar
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning
Sara Atito, Muhammad Awais, Ammarah Farooq, Zhen-Hua Feng +1 more
2021arXiv.org19 citations
Semantic Scholar
A Robust Framework for Severity Detection of Knee Osteoarthritis Using an Efficient Deep Learning Model
Rabbia Mahum, A. Irtaza, Mohammed A. El-Meligy, M. Sharaf +4 more
2023International journal of pattern recognition and artificial intelligence14 citations
Semantic Scholar
NPT-Loss: Demystifying face recognition losses with Nearest Proxies Triplet
Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, C. Chan +3 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence14 citations
Semantic Scholar
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors
Soroush Fatemifar, Muhammad Awais, A. Akbari, J. Kittler
2021International Conference on Information Photonics14 citations
Semantic Scholar
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions
Ammarah Farooq, Muhammad Awais, F. Yan, J. Kittler +2 more
2020arXiv.org14 citations
Semantic Scholar
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes
M. Tahir, F. Yan, M. Barnard, Muhammad Awais +2 more
2010International Conference on Pattern Recognition14 citations
Semantic Scholar
AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID
Ammarah Farooq, Muhammad Awais, J. Kittler, Syed Safwan Khalid
2021arXiv.org13 citations
Semantic Scholar
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation
A. Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq +1 more
2020International Conference on Pattern Recognition13 citations Open access
Semantic Scholar
Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography
Fahad Shamshad, Asif Hanif, Farwa Abbas, Muhammad Awais +1 more
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)13 citations
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Deep Convolutional Neural Network Ensembles Using ECOC
Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, B. Yanikoglu +1 more
2020IEEE Access11 citations Open access
Semantic Scholar
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition
Syed Safwan Khalid, Muhammad Awais, C. Chan, Zhen-Hua Feng +3 more
2021arXiv.org10 citations
Semantic Scholar
Cross Modal Person Re-identification with Visual-Textual Queries
Ammarah Farooq, Muhammad Awais, J. Kittler, A. Akbari +1 more
20202020 IEEE International Joint Conference on Biometrics (IJCB)10 citations
Semantic Scholar
Augmented Kernel Matrix vs Classifier Fusion for Object Recognition
Muhammad Awais, F. Yan, K. Mikolajczyk, J. Kittler
2011British Machine Vision Conference10 citations
Semantic Scholar
One-pass View-unaligned Clustering
Wen-Hua Dong, Xiao-Jun Wu, Zhen-Hua Feng, Sara Atito Ali Ahmed +2 more
2024IEEE transactions on multimedia9 citations
Semantic Scholar
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning
A. Akbari, Muhammad Awais, M. Bashar, J. Kittler
2021IEEE Transactions on Neural Networks and Learning Systems9 citations Open access
Semantic Scholar
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges
A. Akbari, Muhammad Awais, J. Kittler
20202020 IEEE International Joint Conference on Biometrics (IJCB)9 citations
Semantic Scholar
Novel Fusion Methods for Pattern Recognition
Muhammad Awais, F. Yan, K. Mikolajczyk, J. Kittler
2011ECML/PKDD9 citations
Semantic Scholar
Feature Pairs Connected by Lines for Object Recognition
Muhammad Awais, K. Mikolajczyk
2010International Conference on Pattern Recognition8 citations
Semantic Scholar
Global Interaction Modelling in Vision Transformer via Super Tokens
Ammarah Farooq, Muhammad Awais, S. Ahmed, J. Kittler
2021arXiv.org7 citations
Semantic Scholar
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation
A. Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid +1 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence6 citations
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