Search Results - "Usman Yaseen, Muhammad"

Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks by Usman Yaseen, Muhammad, Anjum, Ashiq, Fortino, Giancarlo, Liotta, Antonio, Hussain, Amir

“…•This paper pioneers the use of empirical mode decomposition with CNNs, to improve visual object recognition accuracy on challenging video datasets.•We study…”
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A novel intrusion detection framework for optimizing IoT security by Qaddos, Abdul, Yaseen, Muhammad Usman, Al-Shamayleh, Ahmad Sami, Imran, Muhammad, Akhunzada, Adnan, Alharthi, Salman Z.

“…The emerging expanding scope of the Internet of Things (IoT) necessitates robust intrusion detection systems (IDS) to mitigate security risks effectively…”
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A Transfer Learning Approach for Facial Paralysis Severity Detection by Ali, Wasif, Imran, Muhammad, Yaseen, Muhammad Usman, Aurangzeb, Khursheed, Ashraf, Nouman, Aslam, Sheraz

“…Facial paralysis is a debilitating condition that weakens or damages facial muscles resulting in asymmetric or abnormal facial movements. To aid in the…”
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LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection by Babar, Kainat, Yaseen, Muhammad Usman, Al-Shamayleh, Ahmad Sami, Imran, Muhammad, Al-Ghushami, Abdullah Hussein, Akhunzada, Adnan

“…One of the challenges in image processing involves single image deraining (SID). Existing methods do not exploit images at multi-scales and often overlook…”
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Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage by Davies-Tagg, Dominic, Anjum, Ashiq, Zahir, Ali, Liu, Lu, Yaseen, Muhammad Usman, Antonopoulos, Nick

“…Data temperature is a response to the ever-growing amount of data. These data have to be stored, but they have been observed that only a small portion of the…”
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An Attention-based ResNet Architecture for Acute Hemorrhage Detection and Classification: Toward a Health 4.0 Digital Twin Study by Hussain, Aftab, Yaseen, Muhammad Usman, Imran, Muhammad, Waqar, Muhammad

“…As AI advances, new applications and services are being developed to enhance current services. With the emergence of digital twin technology (DT), an exact…”
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Predicting inmate suicidal behavior with an interpretable ensemble machine learning approach in smart prisons by Akhtar, Khayyam, Yaseen, Muhammad Usman, Imran, Muhammad, Khattak, Sohaib Bin Altaf, M Nasralla, Moustafa

“…The convergence of smart technologies and predictive modelling in prisons presents an exciting opportunity to revolutionize the monitoring of inmate behaviour,…”
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A Novel Approach Based on Multi-Level Bottleneck Attention Modules Using Self-Guided Dropblock for Person Re-Identification by Yaseen, Muhammad Usman, Nasralla, Moustafa M., Aslam, Faiza, Ali, Syed Sohaib, Khattak, Sohaib Bin Altaf

“…Person re-identification has inspired a lot of interest due to its significance in intelligent video surveillance. It is a difficult task due to the presence…”
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Cloud-based scalable object detection and classification in video streams by Yaseen, Muhammad Usman, Anjum, Ashiq, Rana, Omer, Hill, Richard

“…Due to the recent advances in cameras, cell phones and camcorders, particularly the resolution at which they can record an image/video, large amounts of data…”
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Deep Learning Hyper-Parameter Optimization for Video Analytics in Clouds by Yaseen, Muhammad Usman, Anjum, Ashiq, Rana, Omer, Antonopoulos, Nikolaos

“…A system to perform video analytics is proposed using a dynamically tuned convolutional network. Videos are fetched from cloud storage, preprocessed, and a…”
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Cloud‐based video analytics using convolutional neural networks by Yaseen, Muhammad Usman, Anjum, Ashiq, Farid, Mohsen, Antonopoulos, Nick

“…Summary Object classification is a vital part of any video analytics system, which could aid in complex applications such as object monitoring and management…”
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Factors influencing readiness of patients for the use of exogenous insulin for the management of type 2 diabetes mellitus by Muhammad Yaseen Usman¬, Aroosa Jahan Altaf, Jawed Habib, Muhammad Imran

“…Objective: This study aimed to explore the T2DM patients’ reasons for refusing insulin therapy and their initial barriers to use insulin. Study Design:…”
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High Performance Video Stream Analytics System for Object Detection and Classification by Yaseen, Muhammad Usman

“…Due to the recent advances in cameras, cell phones and camcorders, particularly the resolution at which they can record an image/video, large amounts of data…”
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Spatial Frequency Based Video Stream Analysis for Object Classification and Recognition in Clouds by Yaseen, Muhammad Usman, Anjum, Ashiq, Antonopoulos, Nick

“…The recent rise in multimedia technology has made it easier to perform a number of tasks. One of these tasks is monitoring where cheap cameras are producing…”
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Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks by Yaseen, Muhammad Usman, Anjum, Ashiq, Fortino, Giancarlo, Liotta, Antonio, Hussain, Amir

“…Object recognition from live video streams comes with numerous challenges such as the variation in illumination conditions and poses. Convolutional neural…”
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High Performance Video Processing in Cloud Data Centres by Yaseen, Muhammad Usman, Zafar, Muhammad Sarim, Anjum, Ashiq, Hill, Richard

“…Mobile phones and affordable cameras are generating large amounts of video data. This data holds information regarding several activities and incidents. Video…”
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An Attention-Based ResNet Architecture for Acute Hemorrhage Detection and Classification: Toward a Health 4.0 Digital Twin Study by Hussain, Aftab, Yaseen, Muhammad Usman, Imran, Muhammad, Waqar, Muhammad, Akhunzada, Adnan, Al-Ja'afreh, Mohammad, Saddik, Abdulmotaleb El

“…Due to the advancement of digital twin (DT) technology, Health 4.0 applications have become reality and starting to take roots. In this article, we focus on…”
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