Muhammad Usman Yaseen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Video Analytics

Convolutional Neural Networks

Top Venues

Pattern Recognit.

Publications

Khayyam Akhtar, Muhammad Usman Yaseen, Muhammad Imran, Sohaib Bin Altaf Khattak, Moustafa M. Nasralla
Predicting inmate suicidal behavior with an interpretable ensemble machine learning approach in smart prisons. PeerJ Comput. Sci. 10 (2024)
Kainat Babar, Muhammad Usman Yaseen, Ahmad Sami Al-Shamayleh, Muhammad Imran, Abdullah Hussein Al-Ghushami, Adnan Akhunzada
LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection. IEEE Access 12 (2024)
Dominic Davies-Tagg, Ashiq Anjum, Ali Zahir, Lu Liu, Muhammad Usman Yaseen, Nick Antonopoulos
Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage. Big Data Min. Anal. 7 (2) (2024)
Wasif Ali, Muhammad Imran, Muhammad Usman Yaseen, Khursheed Aurangzeb, Nouman Ashraf, Sheraz Aslam
A Transfer Learning Approach for Facial Paralysis Severity Detection. IEEE Access 11 (2023)
Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks. Pattern Recognit. 121 (2022)
Muhammad Usman Yaseen, Moustafa M. Nasralla, Faiza Aslam, Syed Sohaib Ali, Sohaib Bin Altaf Khattak
A Novel Approach Based on Multi-Level Bottleneck Attention Modules Using Self-Guided Dropblock for Person Re-Identification. IEEE Access 10 (2022)
Aftab Hussain, Muhammad Usman Yaseen, Muhammad Imran, Muhammad Waqar, Adnan Akhunzada, Mohammad Al Ja'afreh, Abdulmotaleb El-Saddik
An Attention-Based ResNet Architecture for Acute Hemorrhage Detection and Classification: Toward a Health 4.0 Digital Twin Study. IEEE Access 10 (2022)
Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks. CoRR (2021)
Muhammad Usman Yaseen, Ashiq Anjum, Mohsen M. Farid, Nick Antonopoulos
Cloud-based video analytics using convolutional neural networks. Softw. Pract. Exp. 49 (4) (2019)
Muhammad Usman Yaseen, Ashiq Anjum, Omer F. Rana, Nikolaos Antonopoulos
Deep Learning Hyper-Parameter Optimization for Video Analytics in Clouds. IEEE Trans. Syst. Man Cybern. Syst. 49 (1) (2019)
Muhammad Usman Yaseen, Ashiq Anjum, Omer F. Rana, Richard Hill
Cloud-based scalable object detection and classification in video streams. Future Gener. Comput. Syst. 80 (2018)
Muhammad K. Ali, Ashiq Anjum, Muhammad Usman Yaseen, Ali Reza Zamani, Daniel Balouek-Thomert, Omer F. Rana, Manish Parashar
Edge Enhanced Deep Learning System for Large-Scale Video Stream Analytics. ICFEC (2018)
Muhammad Usman Yaseen, Ashiq Anjum, Nick Antonopoulos
Modeling and Analysis of a Deep Learning Pipeline for Cloud based Video Analytics. BDCAT (2017)
Muhammad Usman Yaseen, Muhammad Sarim Zafar, Ashiq Anjum, Richard Hill
High Performance Video Processing in Cloud Data Centres. SOSE (2016)
Muhammad Usman Yaseen, Ashiq Anjum, Nick Antonopoulos
Spatial frequency based video stream analysis for object classification and recognition in clouds. BDCAT (2016)