191 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Cairo UniversityEG17 papers
- The Ohio State UniversityUS16 papers
- Alexandria UniversityEG13 papers
- American University in CairoEG10 papers
- Qatar UniversityQA9 papers
- Egypt-Japan University of Science and TechnologyEG7 papers
- Ain Shams UniversityEG6 papers
- Goethe University FrankfurtDE5 papers
- Joint Institute for Nuclear ResearchRU5 papers
- Helwan UniversityEG4 papers
- Military Technical CollegeEG4 papers
- Princeton UniversityUS4 papers
10 papers · 1 filter
A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx
Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar +1
Breast cancer is a leading cause of death among women worldwide, emphasizing the need for early detection and accurate diagnosis. As such Ultrasound Imaging, a reliable and cost-ef…
Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
Eyad Gad, Seif Soliman, M. Saeed Darweesh
In the realm of medical diagnostics, rapid advancements in Artificial Intelligence (AI) have significantly yielded remarkable improvements in brain tumor segmentation. Encoder-Deco…
Advances in Medical Image Segmentation: A Comprehensive Survey with a Focus on Lumbar Spine Applications
Ahmed Kabil, Ghada Khoriba, Mina Yousef +1
Medical Image Segmentation (MIS) stands as a cornerstone in medical image analysis, playing a pivotal role in precise diagnostics, treatment planning, and monitoring of various med…
A Cost-Efficient Approach for Creating Virtual Fitting Room using Generative Adversarial Networks (GANs)
Kirolos Attallah, Girgis Zaky, Nourhan Abdelrhim +3
Customers all over the world want to see how the clothes fit them or not before purchasing. Therefore, customers by nature prefer brick-and-mortar clothes shopping so they can try…
The State of Computer Vision Research in Africa
Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila +16
Despite significant efforts to democratize artificial intelligence (AI), computer vision which is a sub-field of AI, still lags in Africa. A significant factor to this, is the limi…
Rice Plant Disease Detection and Diagnosis using Deep Convolutional Neural Networks and Multispectral Imaging
Yara Ali Alnaggar, Ahmad Sebaq, Karim Amer +2
Rice is considered a strategic crop in Egypt as it is regularly consumed in the Egyptian people's diet. Even though Egypt is the highest rice producer in Africa with a share of 6 m…
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model
Ahmad Sebaq, Mohamed ElHelw
The generation and enhancement of satellite imagery are critical in remote sensing, requiring high-quality, detailed images for accurate analysis. This research introduces a two-st…
Robust Real-Time Pedestrian Detection on Embedded Devices
Mohamed Afifi, Yara Ali, Karim Amer +2
Detection of pedestrians on embedded devices, such as those on-board of robots and drones, has many applications including road intersection monitoring, security, crowd monitoring…
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds
Yara Ali Alnaggar, Mohamed Afifi, Karim Amer +1
Semantic segmentation of 3D point cloud data is essential for enhanced high-level perception in autonomous platforms. Furthermore, given the increasing deployment of LiDAR sensors…
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation
Ahmed H. Shahin, Karim Amer, Mustafa A. Elattar
The prevalence of skin melanoma is rapidly increasing as well as the recorded death cases of its patients. Automatic image segmentation tools play an important role in providing st…