Muhammad Usman Yaseen

According to our database, Muhammad Usman Yaseen authored at least 15 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Hybrid Transformer Architecture for Multiclass Mental Illness Prediction Using Social Media Text.

Adnan Karamat, Muhammad Imran, Muhammad Usman Yaseen, Rasool Bukhsh, Sheraz Aslam, Nouman Ashraf

IEEE Access, 2025

2024

Predicting inmate suicidal behavior with an interpretable ensemble machine learning approach in smart prisons.

Khayyam Akhtar, Muhammad Usman Yaseen, Muhammad Imran, Sohaib Bin Altaf Khattak, Moustafa M. Nasralla

PeerJ Comput. Sci., 2024

Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage.

Dominic Davies-Tagg, Ashiq Anjum, Ali Zahir, Lu Liu, Muhammad Usman Yaseen, Nick Antonopoulos

Big Data Min. Anal., 2024

LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection.

Kainat Babar, Muhammad Usman Yaseen, Ahmad Sami Al-Shamayleh, Muhammad Imran, Abdullah Hussein Al-Ghushami, Adnan Akhunzada

IEEE Access, 2024

2023

A Transfer Learning Approach for Facial Paralysis Severity Detection.

Wasif Ali, Muhammad Imran, Muhammad Usman Yaseen, Khursheed Aurangzeb, Nouman Ashraf, Sheraz Aslam

IEEE Access, 2023

2022

Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks.

Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain

Pattern Recognit., 2022

A Novel Approach Based on Multi-Level Bottleneck Attention Modules Using Self-Guided Dropblock for Person Re-Identification.

Muhammad Usman Yaseen, Moustafa M. Nasralla, Faiza Aslam, Syed Sohaib Ali, Sohaib Bin Altaf Khattak

IEEE Access, 2022

An Attention-Based ResNet Architecture for Acute Hemorrhage Detection and Classification: Toward a Health 4.0 Digital Twin Study.

Aftab Hussain, Muhammad Usman Yaseen, Muhammad Imran, Muhammad Waqar, Adnan Akhunzada, Mohammad Al Ja'afreh, Abdulmotaleb El-Saddik

IEEE Access, 2022

2019

Deep Learning Hyper-Parameter Optimization for Video Analytics in Clouds.

Muhammad Usman Yaseen, Ashiq Anjum, Omer F. Rana, Nikolaos Antonopoulos

IEEE Trans. Syst. Man Cybern. Syst., 2019

Cloud-based video analytics using convolutional neural networks.

Muhammad Usman Yaseen, Ashiq Anjum, Mohsen M. Farid, Nick Antonopoulos

Softw. Pract. Exp., 2019

2018

Cloud-based scalable object detection and classification in video streams.

Muhammad Usman Yaseen, Ashiq Anjum, Omer F. Rana, Richard Hill

Future Gener. Comput. Syst., 2018

Edge Enhanced Deep Learning System for Large-Scale Video Stream Analytics.

Muhammad K. Ali, Ashiq Anjum, Muhammad Usman Yaseen, Ali Reza Zamani, Daniel Balouek-Thomert, Omer F. Rana, Manish Parashar

Proceedings of the 2nd IEEE International Conference on Fog and Edge Computing, 2018

2017

Modeling and Analysis of a Deep Learning Pipeline for Cloud based Video Analytics.

Muhammad Usman Yaseen, Ashiq Anjum, Nick Antonopoulos

Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, 2017

2016

High Performance Video Processing in Cloud Data Centres.

Muhammad Usman Yaseen, Muhammad Sarim Zafar, Ashiq Anjum, Richard Hill

Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Spatial frequency based video stream analysis for object classification and recognition in clouds.

Muhammad Usman Yaseen, Ashiq Anjum, Nick Antonopoulos

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016