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Employment (4)

Edith Cowan University: Joondalup, WA, AU

2021-11 to present
Employment
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Syed Afaq Ali Shah

Edith Cowan University: Perth, Western Australia, AU

2021-11-01 to present | Senior Lecturer (School of Science)
Employment
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Edith Cowan University

Murdoch University: Perth, WA, AU

2018-10 to 2021-11 | Lecturer (Information Technology)
Employment
Source: Self-asserted source
Syed Afaq Ali Shah

University of Western Australia: Crawley, WA, AU

2016-02-01 to 2018-08 | Research Associate (Computer Science and Software Engineering)
Employment
Source: Self-asserted source
Syed Afaq Ali Shah

Education and qualifications (1)

University of Western Australia: Crawley, WA, AU

2012-02-14 to 2015-08-13 | PhD - Computer Vision/Machine Learning (School of Computer Science and Software Engineering)
Education
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Syed Afaq Ali Shah

Professional activities (2)

IEEE: New York, NY, US

Member
Membership
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Syed Afaq Ali Shah

Australian Computer Society: Perth, WA, AU

Certified Professional
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Syed Afaq Ali Shah

Works (50 of 60)

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Page 1 of 2

DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition

2025 | Book chapter
Contributors: Qi Wang; Zhou Xu; Yuming Lin; Jingtao Ye; Hongsheng Li; Guangming Zhu; Syed Afaq Ali Shah; Mohammed Bennamoun; Liang Zhang
Source: check_circle
Crossref

Therapying Outside the Box: Innovating the Implementation and Evaulation of CBT in Therapeutic Artificial Agents

2025 | Book chapter
Contributors: Sharjeel Tahir; Jumana Abu-Khalaf; Syed Afaq Ali Shah; Judith Johnson
Source: check_circle
Crossref

Enhancing object recognition: The role of object knowledge decomposition and component-labeled datasets

Neurocomputing
2025-02 | Journal article
Contributors: Nuoye Xiong; Ning Wang; Hongsheng Li; Guangming Zhu; Liang Zhang; Syed Afaq Ali Shah; Mohammed Bennamoun
Source: check_circle
Crossref

Novel Knowledge Graph-Based Modeling for Vulnerability Detection in the Internet of Medical Things

2024 | Book chapter
Contributors: Kulsoom Saima Bughio; David Michael Cook; Syed Afaq Ali Shah
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Crossref

RLAD: A Reliable Hippo-guided Multi-task Model for Alzheimer's Disease Diagnosis

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
Contributors: Zhenxin Lei; Wenjing Zhu; Jiale Liu; Cong Hua; Johann Li; Syed Afaq Ali Shah; Liang Zhang; Mohammed Bennamoun; Cuiping Mao
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Crossref

Text-to-text generative approach for enhanced complex word identification

Neurocomputing
2024-12 | Journal article
Contributors: Patrycja Śliwiak; Syed Afaq Ali Shah
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Crossref

Investigating the intersections of vulnerability detection and Internet of Medical Things (IoMT) in healthcare, a scoping review protocol for Remote Patient Monitoring

Research, Society and Development
2024-06-20 | Journal article
Contributors: Kulsoom S. Bughio; David M. Cook; Afaq Shah
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Crossref

Developing a Novel Ontology for Cybersecurity in Internet of Medical Things-Enabled Remote Patient Monitoring

Sensors
2024-04-27 | Journal article
Contributors: Kulsoom S. Bughio; David M. Cook; Syed Afaq A. Shah
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Crossref

Scene Graph Generation: A comprehensive survey

Neurocomputing
2024-01 | Journal article
Contributors: Hongsheng Li; Guangming Zhu; Liang Zhang; Youliang Jiang; Yixuan Dang; Haoran Hou; Peiyi Shen; Xia Zhao; Syed Afaq Ali Shah; Mohammed Bennamoun
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Crossref

CommuNety: deep learning-based face recognition system for the prediction of cohesive communities

Multimedia Tools and Applications
2023-03 | Journal article
Contributors: Syed Afaq Ali Shah; Weifeng Deng; Muhammad Aamir Cheema; Abdul Bais
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Crossref

Probability-Based Framework to Fuse Temporal Consistency and Semantic Information for Background Segmentation

IEEE Transactions on Multimedia
2022 | Journal article
Contributors: Zhi Zeng; Ting Wang; Fulei Ma; Liang Zhang; Peiyi Shen; Syed Afaq Ali Shah; Mohammed Bennamoun
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Crossref

A review of arthritis diagnosis techniques in artificial intelligence era: Current trends and research challenges

Neuroscience Informatics
2022-12 | Journal article
Contributors: Maleeha Imtiaz; Syed Afaq Ali Shah; Zia ur Rehman
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Crossref

Novel deep learning approach to model and predict the spread of COVID-19

Intelligent Systems with Applications
2022-05 | Journal article
Contributors: Devante Ayris; Maleeha Imtiaz; Kye Horbury; Blake Williams; Mitchell Blackney; Celine Shi Hui See; Syed Afaq Ali Shah
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Crossref

Analysis and Variants of Broad Learning System

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2022-01 | Journal article
Contributors: Liang Zhang; Jiahao Li; Guoqing Lu; Peiyi Shen; Mohammed Bennamoun; Syed Afaq Ali Shah; Qiguang Miao; Guangming Zhu; Ping Li; Xiaoyuan Lu
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Crossref

Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images

IEEE Transactions on Medical Imaging
2021-12 | Journal article
Contributors: Zhongliang Xue; Ping Li; Liang Zhang; Xiaoyuan Lu; Guangming Zhu; Peiyi Shen; Syed Afaq Ali Shah; Mohammed Bennamoun
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Crossref

Spatial Hierarchical Analysis Deep Neural Network for RGB-D Object Recognition

Image and Video Technology
2020 | Conference paper
Part of ISBN: 9783030397692
Part of ISBN: 9783030397708
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Syed Afaq Ali Shah

Color vision deficiency datasets & recoloring evaluation using GANs

Multimedia Tools and Applications
2020-10 | Journal article
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Source: Self-asserted source
Syed Afaq Ali Shah

Deep Boltzmann machine for corrosion classification using eddy current pulsed thermography

Optik
2020-10 | Journal article
Part of ISSN: 0030-4026
Source: Self-asserted source
Syed Afaq Ali Shah

Efficient Detection of Pixel-Level Adversarial Attacks

2020 IEEE International Conference on Image Processing (ICIP)
2020-10 | Conference paper
Source: Self-asserted source
Syed Afaq Ali Shah

Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation

IEEE Transactions on Medical Imaging
2020-09 | Journal article
Contributors: Liang Zhang; Jiaming Zhang; Peiyi Shen; Guangming Zhu; Ping Li; Xiaoyuan Lu; Huan Zhang; Syed Afaq Shah; Mohammed Bennamoun
Source: check_circle
Crossref

Topology-learnable graph convolution for skeleton-based action recognition

Pattern Recognition Letters
2020-07 | Journal article
Part of ISSN: 0167-8655
Source: Self-asserted source
Syed Afaq Ali Shah

CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities

2020-07-29 | Preprint
Source: Self-asserted source
Syed Afaq Ali Shah

Deep Learning Models for Early Detection and Prediction of the spread of Novel Coronavirus (COVID-19)

2020-07-29 | Preprint
Source: Self-asserted source
Syed Afaq Ali Shah

Efficient Scene Text Detection with Textual Attention Tower

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2020-05 | Conference paper
Source: Self-asserted source
Syed Afaq Ali Shah

Redundancy and Attention in Convolutional LSTM for Gesture Recognition

IEEE Transactions on Neural Networks and Learning Systems
2020-04 | Journal article
Contributors: Guangming Zhu; Liang Zhang; Lu Yang; Lin Mei; Syed Afaq Ali Shah; Mohammed Bennamoun; Peiyi Shen
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Crossref

Structure-Feature based Graph Self-adaptive Pooling

Proceedings of The Web Conference 2020
2020-04-20 | Conference paper
Source: Self-asserted source
Syed Afaq Ali Shah

A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation

International Conference Image and Vision Computing New Zealand
2019 | Conference paper
EID:

2-s2.0-85062770602

Contributors: Ali Shah, S.A.; Bennamoun, M.; Molton, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

A Training-Free Mesh Upsampling and Morphing Technique for 3D Face Rejuvenation

International Conference Image and Vision Computing New Zealand
2019 | Conference paper
EID:

2-s2.0-85062798359

Contributors: Ali Shah, S.A.; Bennamoun, M.; Molton, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Deep learning for scene understanding

Smart Innovation, Systems and Technologies
2019 | Book chapter
EID:

2-s2.0-85062914375

Contributors: Nadeem, U.; Shah, S.A.A.; Sohel, F.; Togneri, R.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

LCEval: Learned Composite Metric for Caption Evaluation

International Journal of Computer Vision
2019 | Journal article
EID:

2-s2.0-85070954598

Contributors: Sharif, N.; White, L.; Bennamoun, M.; Liu, W.; Shah, S.A.A.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Machine Learning Approaches for Prediction of Facial Rejuvenation Using Real and Synthetic Data

IEEE Access
2019 | Journal article
Contributors: Syed Afaq Ali Shah; Mohammed Bennamoun; Michael K. Molton
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Relationship detection based on object semantic inference and attention mechanisms

ICMR 2019 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval
2019 | Conference paper
EID:

2-s2.0-85068075115

Contributors: Zhang, L.; Zhang, S.; Shen, P.; Zhu, G.; Shah, S.A.A.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM

IEEE Transactions on Multimedia
2019-04 | Journal article
Contributors: Guangming Zhu; Liang Zhang; Peiyi Shen; Juan Song; Syed Afaq Ali Shah; Mohammed Bennamoun
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Crossref
grade
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Attention in convolutional LSTM for gesture recognition

Advances in Neural Information Processing Systems
2018 | Conference paper
EID:

2-s2.0-85064848742

Contributors: Zhang, L.; Mei, L.; Shah, S.A.A.; Zhu, G.; Shen, P.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Developing and Testing a New Machine-Learning Method to Identify Patients with Heart Failure Who Are at Risk of 30-Day Readmission or Mortality

Heart, Lung and Circulation
2018 | Conference paper
Part of ISSN: 1443-9506
Source: Self-asserted source
Syed Afaq Ali Shah

Efficient finer-grained incremental processing with MapReduce for big data

Future Generation Computer Systems
2018 | Journal article
EID:

2-s2.0-85032788792

Contributors: Zhang, L.; Feng, Y.; Shen, P.; Zhu, G.; Wei, W.; Song, J.; Ali Shah, S.A.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Evolutionary Feature Learning for 3-D Object Recognition

IEEE Access
2018 | Journal article
Contributors: Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaid; Lyndon While
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grade
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Improved colour-to-grey method using image segmentation and colour difference model for colour vision deficiency

IET Image Processing
2018 | Journal article
EID:

2-s2.0-85042764320

Contributors: Zhang, L.; Xu, Q.; Zhu, G.; Song, J.; Zhang, X.; Shen, P.; Wei, W.; Shah, S.A.A.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Improving Semantic Image Segmentation With a Probabilistic Superpixel-Based Dense Conditional Random Field

IEEE Access
2018 | Journal article
Contributors: Liang Zhang; Huan Li; Peiyi Shen; Guangming Zhu; Juan Song; Syed Afaq Ali Shah; Mohammed Bennamoun; Li Zhang
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grade
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Learning-based composite metrics for improved caption evaluation

ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
2018 | Conference paper
EID:

2-s2.0-85061243024

Contributors: Sharif, N.; White, L.; Bennamoun, M.; Shah, S.A.A.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

NNEval: Neural network based evaluation metric for image captioning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85055415045

Contributors: Sharif, N.; White, L.; Bennamoun, M.; Shah, S.A.A.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Reflective Field for Pixel-Level Tasks

Proceedings - International Conference on Pattern Recognition
2018 | Conference paper
EID:

2-s2.0-85059771942

Contributors: Zhang, L.; Kong, X.; Shen, P.; Zhu, G.; Song, J.; Shah, S.A.A.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Semantic scene completion with dense CRF from a single depth image

Neurocomputing
2018-11 | Journal article
Contributors: Liang Zhang; Le Wang; Xiangdong Zhang; Peiyi Shen; Mohammed Bennamoun; Guangming Zhu; Syed Afaq Ali Shah; Juan Song
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Crossref
grade
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Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach

2018-03-26 | Preprint
Source: Self-asserted source
Syed Afaq Ali Shah

A Guide to Convolutional Neural Networks for Computer Vision

Synthesis Lectures on Computer Vision
2018-02-13 | Journal article
Part of ISSN: 2153-1056
Part of ISSN: 2153-1064
Source: Self-asserted source
Syed Afaq Ali Shah

2D and 3D face recognition using convolutional neural network

IEEE Region 10 Annual International Conference, Proceedings/TENCON
2017 | Conference paper
EID:

2-s2.0-85044210743

Contributors: Hu, H.; Shah, S.A.A.; Bennamoun, M.; Molton, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Efficient Image Set Classification Using Linear Regression Based Image Reconstruction

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
2017 | Conference paper
EID:

2-s2.0-85030222913

Contributors: Shah, S.A.A.; Nadeem, U.; Bennamoun, M.; Sohel, F.; Togneri, R.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Keypoints-based surface representation for 3D modeling and 3D object recognition

Pattern Recognition
2017 | Journal article
EID:

2-s2.0-85007248623

Contributors: Shah, S.A.A.; Bennamoun, M.; Boussaid, F.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

Learning spatiotemporal features using 3DCNN and convolutional LSTM for gesture recognition

Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017
2017 | Conference paper
EID:

2-s2.0-85046299166

Contributors: Zhang, L.; Zhu, G.; Shen, P.; Song, J.; Shah, S.A.; Bennamoun, M.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier

A novel feature representation for automatic 3D object recognition in cluttered scenes

Neurocomputing
2016 | Journal article
EID:

2-s2.0-84951196427

Contributors: Shah, S.A.A.; Bennamoun, M.; Boussaid, F.
Source: Self-asserted source
Syed Afaq Ali Shah via Scopus - Elsevier
Items per page:
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