94 citations · 251 across the 12 of their papers we have counts for
13 papers
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach
Bappaditya Dey, Enrique Dehaerne, Kasem Khalil +3
In this research work, we have demonstrated the application of Mask-RCNN (Regional Convolutional Neural Network), a deep-learning algorithm for computer vision and specifically obj…
Deep Learning-Based Defect Classification and Detection in SEM Images
Bappaditya Deya, Dipam Goswamif, Sandip Haldera +3
This proposes a novel ensemble deep learning-based model to accurately classify, detect and localize different defect categories for aggressive pitches and thin resists (High NA ap…
Cost Minimization of Cloud Services for On-Demand Video Streaming
Mahmoud Darwich, Yasser Ismail, Talal Darwich +1
Cloud Technology is adopted to process video streams because of the great features provided to video stream providers such as the high flexibility of using virtual machines and sto…
On Securing MAC Layer Broadcast Signals Against Covert Channel Exploitation in 5G, 6G & Beyond
Reza Soosahabi, Magdy Bayoumi
In this work, we propose a novel framework to identify and mitigate a recently disclosed covert channel scheme exploiting unprotected broadcast messages in cellular MAC layer proto…
Improving Hierarchy Storage for Video Streaming in Cloud
Mahmoud Darwich, Yasser Ismail, Talal Darwich +1
Frequently accessed video streams are pre-transcoded into several formats to satisfy the characteristics of all display devices. Storing several video stream formats imposes a high…
Cost Efficient Repository Management for Cloud-Based On-Demand Video Streaming
Mahmoud Darwich, Ege Beyazit, Mohsen Amini Salehiy +1
Video transcoding is the process of converting a video to the format supported by the viewer's device. Video transcoding requires huge storage and computational resources, thus, ma…
Cloud-Based Video Streaming Services: A Survey
Xiangbo Li, Mahmoud Darwich, Magdy Bayoumi +1
Video streaming, in various forms of video on demand (VOD), live, and 360 degree streaming, has grown dramatically during the past few years. In comparison to traditional cable bro…
Cost-Efficient Storage for On-Demand Video Streaming on Cloud
Mahmoud Darwich, Yasser Ismail, Talal Darwich +1
Video stream is converted to several formats to support the user's device, this conversion process is called video transcoding, which imposes high storage and powerful resources. W…
Early Prediction of Epilepsy Seizures VLSI BCI System
Zaghloul Saad Zaghloul, Magdy Bayoumi
Controlling the surrounding world and predicting future events has always seemed like a dream, but that could become a reality using a Brain-Computer/Machine Interface (BCI/BMI). E…
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification
Nelly Elsayed, Anthony S. Maida, Magdy Bayoumi
Hybrid LSTM-fully convolutional networks (LSTM-FCN) for time series classification have produced state-of-the-art classification results on univariate time series. We show that rep…
Performance Analysis and Modeling of Video Transcoding Using Heterogeneous Cloud Services
Xiangbo Li, Mohsen Amini Salehi, Yamini Joshi +3
High-quality video streaming, either in form of Video-On-Demand (VOD) or live streaming, usually requires converting (ie, transcoding) video streams to match the characteristics of…
Cost-Efficient and Robust On-Demand Video Transcoding Using Heterogeneous Cloud Services
Xiangbo Li, Mohsen Amini Salehi, Magdy Bayoumi +2
Video streams usually have to be transcoded to match the characteristics of viewers' devices. Streaming providers have to store numerous transcoded versions of a given video to ser…
Hardware Acceleration of the Gipps Model for Real-Time Traffic Simulation
Salim Farah, Magdy Bayoumi
Traffic simulation software is becoming increasingly popular as more cities worldwide use it to better manage their crowded traffic networks. An important requirement for such soft…