Muhammad Usman Yaseen


NameMuhammad Usman Yaseen
Job titleENG HE Associate Lecturer
Research instituteCollege of Science and Engineering

Research outputs

Cloud-based video analytics using convolutional neural networks.

Yaseen, M., Anjum, Ashiq, Farid, Mohsen and Antonopoulos, Nick 2018. Cloud-based video analytics using convolutional neural networks. Software Practice and Experience. https://doi.org/10.1002/spe.2636

Deep learning hyper-parameter optimization for video analytics in clouds.

Yaseen, M., Anjum, Ashiq, Rana, Omer and Antonopoulos, Nikolaos 2018. Deep learning hyper-parameter optimization for video analytics in clouds. IEEE Transactions on Systems, Man, and Cybernetics. https://doi.org/10.1109/TSMC.2018.2840341

Modeling and analysis of a deep learning pipeline for cloud based video analytics.

Yaseen, M., Anjum, Ashiq and Antonopoulos, Nikolaos 2017. Modeling and analysis of a deep learning pipeline for cloud based video analytics. https://doi.org/10.1145/3148055.3148081

Cloud-based scalable object detection and classification in video streams

Yaseen, M., Anjum, Ashiq, Rana, Omer and Hill, Richard 2017. Cloud-based scalable object detection and classification in video streams. Future Generation Computer Systems. https://doi.org/10.1016/j.future.2017.02.003

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

Yaseen, M., Anjum, Ashiq and Antonopoulos, Nikolaos 2016. Spatial frequency based video stream analysis for object classification and recognition in clouds. IEEE.

High performance video processing in cloud data centres

Yaseen, M., Zafar, Muhammad Sarim, Anjum, Ashiq and Hill, Richard 2016. High performance video processing in cloud data centres. IEEE. https://doi.org/10.1109/SOSE.2016.56
  • 188
    total views of outputs
  • 11
    total downloads of outputs
  • 16
    views of outputs this month
  • 0
    downloads of outputs this month