Search Results for author: Maged Shoman

Found 6 papers, 1 papers with code

Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets

1 code implementation15 Apr 2024 Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park

This study addresses the evolving challenges in urban traffic monitoring detection systems based on fisheye lens cameras by proposing a framework that improves the efficacy and accuracy of these systems.

Ensemble Learning Low-Light Image Enhancement +3

Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis

no code implementations12 Apr 2024 Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed Abdel-Aty

Our solution mainly focuses on the following points: 1) To solve dense video captioning, we leverage the framework of dense video captioning with parallel decoding (PDVC) to model visual-language sequences and generate dense caption by chapters for video.

Dense Video Captioning Transfer Learning +1

Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques

no code implementations9 Nov 2023 Yasser Shohoud, Maged Shoman, Sarah Abdelazim

The Holy Book of Quran is believed to be the literal word of God (Allah) as revealed to the Prophet Muhammad (PBUH) over a period of approximately 23 years.

Business Ethics

GC-GRU-N for Traffic Prediction using Loop Detector Data

no code implementations13 Nov 2022 Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi

Because traffic characteristics display stochastic nonlinear spatiotemporal dependencies, traffic prediction is a challenging task.

Traffic Prediction

A Region-Based Deep Learning Approach to Automated Retail Checkout

no code implementations18 Apr 2022 Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi

Automating the product checkout process at conventional retail stores is a task poised to have large impacts on society generally speaking.

object-detection Object Detection

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