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Muhammad Usman Yaseen
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Edge enhanced deep learning system for large-scale video stream analytics
M Ali, A Anjum, MU Yaseen, AR Zamani, D Balouek-Thomert, O Rana, ...
2018 IEEE 2nd International Conference on Fog and Edge Computing (ICFEC), 1-10, 2018
812018
Deep learning hyper-parameter optimization for video analytics in clouds
MU Yaseen, A Anjum, O Rana, N Antonopoulos
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (1), 253-264, 2018
592018
Cloud-based scalable object detection and classification in video streams
MU Yaseen, A Anjum, O Rana, R Hill
Future Generation Computer Systems 80, 286-298, 2018
572018
Modeling and analysis of a deep learning pipeline for cloud based video analytics
MU Yaseen, A Anjum, N Antonopoulos
Proceedings of the Fourth IEEE/ACM International Conference on Big Data …, 2017
102017
High performance video processing in cloud data centres
MU Yaseen, MS Zafar, A Anjum, R Hill
2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), 152-161, 2016
92016
Cloud‐based video analytics using convolutional neural networks
MU Yaseen, A Anjum, M Farid, N Antonopoulos
Software: Practice and Experience 49 (4), 565-583, 2019
82019
An attention-based ResNet architecture for acute hemorrhage detection and classification: Toward a Health 4.0 digital twin study
A Hussain, MU Yaseen, M Imran, M Waqar, A Akhunzada, M Al-Ja’afreh, ...
IEEE Access 10, 126712-126727, 2022
72022
Spatial frequency based video stream analysis for object classification and recognition in clouds
MU Yaseen, A Anjum, N Antonopoulos
Proceedings of the 3rd IEEE/ACM International Conference on Big Data …, 2016
72016
An Interpretable Framework for an Efficient Analysis of Students’ Academic Performance
I Gligorea, MU Yaseen, M Cioca, H Gorski, R Oancea
Sustainability 14 (14), 8885, 2022
62022
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks
MU Yaseen, A Anjum, G Fortino, A Liotta, A Hussain
Pattern Recognition 121, 108207, 2022
62022
A Novel Approach Based on Multi-Level Bottleneck Attention Modules Using Self-Guided Dropblock for Person Re-Identification
MU Yaseen, MM Nasralla, F Aslam, SS Ali, SBA Khattak
Ieee Access 10, 123160-123176, 2022
52022
Malware detection in Android IoT systems using deep learning
M Waqar, S Fareed, A Kim, S Ur Rehman Malik, M Imran, ...
Computers, Materials & Continua 74 (2), 4399-4415, 2022
52022
A transfer learning approach for facial paralysis severity detection
W Ali, M Imran, MU Yaseen, K Aurangzeb, N Ashraf, S Aslam
IEEE Access, 2023
22023
Estimating the Effects of Jammers via Conservation of Flow in Wireless AdHoc Networks
U Yaseen, A Zahir, F Ahsan, S Mohsin
IJACS 1 (1), 5, 2010
22010
Predicting inmate suicidal behavior with an interpretable ensemble machine learning approach in smart prisons
K Akhtar, MU Yaseen, M Imran, SBA Khattak, MM Nasralla
PeerJ Computer Science 10, e2051, 2024
2024
Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage
D Davies-Tagg, A Anjum, A Zahir, L Liu, MU Yaseen, N Antonopoulos
Big Data Mining and Analytics 7 (2), 371-398, 2024
2024
LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection
K Babar, MU Yaseen, AS Al-Shamayleh, M Imran, AH Al-Ghushami, ...
IEEE Access, 2024
2024
PAN-DeSpeck: A Lightweight Pyramid and Attention-Based Network for SAR Image Despeckling.
S Yasmeen, MU Yaseen, SS Ali, MM Nasralla, SBA Khattak
Computers, Materials & Continua 76 (3), 2023
2023
A Double-Branch Xception Architecture for Acute Hemorrhage Detection and Subtype Classification.
MN Akram, MU Yaseen, M Waqar, M Imran, A Hussain
Computers, Materials & Continua 76 (3), 2023
2023
High Performance Video Stream Analytics System for Object Detection and Classification
MU Yaseen
PQDT-Global, 2021
2021
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