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Mohamed ElHelw

Mohamed El-Helw

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affiliation: Nile University, Center for Informatics Science, Giza, Egypt

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Journal Articles

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2025
[j3]
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Tawfik Yasser, Tamer Arafa, Mohamed ElHelw, Ahmed Awad:
Keyed watermarks: A fine-grained watermark generation for Apache Flink. Future Gener. Comput. Syst. 169: 107796 (2025)
2024
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Ahmad Sebaq, Mohamed ElHelw:
RSDiff: remote sensing image generation from text using diffusion model. Neural Comput. Appl. 36(36): 23103-23111 (2024)
2010
[j1]
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Reda ElHakim, Mohamed ElHelw:
Interactive 3D visualization for wireless sensor networks. Vis. Comput. 26(6-8): 1071-1077 (2010)

Conference and Workshop Papers

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2024
[c36]
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Shahenda Hatem, Ghada Khoriba, Mohamed H. Gad-Elrab, Mohamed ElHelw:
Up To Date: Automatic Updating Knowledge Graphs Using LLMs. ACLING 2024: 327-334
2023
[c35]
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Belal Mohamed, Mohamed ElHelw, Ahmed Awad:
Towards Scalable Process Mining Pipelines. DASC/PiCom/CBDCom/CyberSciTech 2023: 175-182
[c34]
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Tawfik Yasser, Tamer Arafa, Mohamed El-Helw, Ahmed Awad:
Keyed Watermarks: A Fine-grained Tracking of Event-time in Apache Flink. NILES 2023: 23-28
2022
[c33]
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Yara Ali Alnaggar, Ahmad Sebaq, Karim Amer, ElSayed Naeem, Mohamed ElHelw:
Rice Plant Disease Detection and Diagnosis Using Deep Convolutional Neural Networks and Multispectral Imaging. MEDI 2022: 16-25
[c32]
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  - conf/visapp/HassoubahSE22
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Mohammed Hassoubah, Ibrahim Sobh, Mohamed ElHelw:
Study of LiDAR Segmentation and Model's Uncertainty using Transformer for Different Pre-trainings. VISIGRAPP (4: VISAPP) 2022: 1010-1019
2021
[c31]
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Hisham Arafat Shehata, Mohamed El-Helw:
Modeling Collaborative AI for Dynamic Systems of Blockchain-ed Autonomous Agents. NILES 2021: 421-426
[c30]
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Yara Ali Alnaggar, Mohamed Afifi, Karim Amer, Mohamed ElHelw:
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds. WACV 2021: 1799-1808
2020
[c29]
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  - conf/bigdataservice/KotbES20
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Hazem Kotb, Mohamed ElHelw, Sherif Sakr:
AutoDLCon: An Approach for Controlling the Automated Tuning for Deep Learning Networks. BigDataService 2020: 157-164
[c28]
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  - conf/icdcs/ElrahmanESS20
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Ahmed Abd Elrahman, Mohamed ElHelw, Radwa El Shawi, Sherif Sakr:
D-SmartML: A Distributed Automated Machine Learning Framework. ICDCS 2020: 1215-1218
[c27]
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Karim Amer, Mohamed Samy, Mahmoud Shaker, Mohamed ElHelw:
Deep convolutional neural network based autonomous drone navigation. ICMV 2020: 1160503
[c26]
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  - conf/icmv/AfifiAASE20
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Mohamed Afifi, Yara Ali, Karim Amer, Mahmoud Shaker, Mohamed ElHelw:
Robust real-time pedestrian detection on embedded devices. ICMV 2020: 1160529
[c25]
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  - conf/niles/ElhadidyAHAE20
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Asmaa Elhadidy, Mohamed Afifi, Mohammed Hassoubah, Yara Ali, Mohamed ElHelw:
Improved Semantic Segmentation of Low-Resolution 3D Point Clouds Using Supervised Domain Adaptation. NILES 2020: 588-593
2019
[c24]
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  - conf/cvpr/RashedSYE19
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Hazem Rashed, Ahmad El Sallab, Senthil Kumar Yogamani, Mohamed El-Helw:
Motion and Depth Augmented Semantic Segmentation for Autonomous Navigation. CVPR Workshops 2019: 364-370
[c23]
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Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab, Pavel Krízek, Mohamed El-Helw:
Optical Flow Augmented Semantic Segmentation Networks for Automated Driving. VISIGRAPP (5: VISAPP) 2019: 165-172
2018
[c22]
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  - conf/cvpr/SamyAESE18
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Mohamed Samy, Karim Amer, Kareem Eissa, Mahmoud Shaker, Mohamed ElHelw:
NU-Net: Deep Residual Wide Field of View Convolutional Neural Network for Semantic Segmentation. CVPR Workshops 2018: 267-271
[c21]
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Ahmed Nassar, Karim Amer, Reda ElHakim, Mohamed ElHelw:
A Deep CNN-Based Framework for Enhanced Aerial Imagery Registration With Applications to UAV Geolocalization. CVPR Workshops 2018: 1513-1523
2017
[c20]
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Karim Amer, Mohamed Samy, Reda ElHakim, Mahmoud Shaker, Mohamed ElHelw:
Convolutional Neural Network-Based Deep Urban Signatures with Application to Drone Localization. ICCV Workshops 2017: 2138-2145
2015
[c19]
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  - conf/robio/NaglahEE15
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Ahmed Naglah, Abdelrahman ElDesouky, Mohamed ElHelw:
Real-time scale-adaptive compressive tracking using two classification stages. ROBIO 2015: 363-367
2014
[c18]
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Rana Salaheldin, Mohamed ElHelw, Neamat El Gayar:
A Time Series Classification Approach for Motion Analysis Using Ensembles in Ubiquitous Healthcare Systems. ANNPR 2014: 277-288
[c17]
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  - conf/isvc/ElkerdawyESE14
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Sara Elkerdawy, Abdelrahman Eldesokey, Ahmed Salaheldin, Mohamed ElHelw:
Scale-Adaptive Object Tracking with Diverse Ensembles. ISVC (1) 2014: 639-646
[c16]
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Sara Elkerdawy, Ahmed Salaheldin, Mohamed ElHelw:
Vision-based scale-adaptive vehicle detection and tracking for intelligent traffic monitoring. ROBIO 2014: 1044-1049
[c15]
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Abdelrahman Eldesokey, Mohamed ElHelw:
Multiple classifier systems for improved visual tracking in aerial imagery. ROBIO 2014: 1326-1330
2013
[c14]
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  - conf/iccvw/KristanPLMPCNFV13
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Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas, Fatih Porikli, Luka Cehovin, Georg Nebehay, Gustavo Fernández, Tomás Vojír, Adam Gatt, Ahmad Khajenezhad, Ahmed Salah El-Din, Ali Soltani-Farani, Ali Zarezade, Alfredo Petrosino, Anthony Milton, Behzad Bozorgtabar, Bo Li, Chee Seng Chan, Cherkeng Heng, Dale A. Ward, David A. Kearney, Dorothy Monekosso, Hakki Can Karaimer, Hamid R. Rabiee, Jianke Zhu, Jin Gao, Jingjing Xiao, Junge Zhang, Junliang Xing, Kaiqi Huang, Karel Lebeda, Lijun Cao, Mario Edoardo Maresca, Mei Kuan Lim, Mohamed ElHelw, Michael Felsberg, Paolo Remagnino, Richard Bowden, Roland Goecke, Rustam Stolkin, Samantha YueYing Lim, Sara Maher, Sébastien Poullot, Sebastien C. Wong, Shin'ichi Satoh, Weihua Chen, Weiming Hu, Xiaoqin Zhang, Yang Li, Zhi Heng Niu:
The Visual Object Tracking VOT2013 Challenge Results. ICCV Workshops 2013: 98-111
[c13]
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Ahmed Salaheldin, Sara Maher, Mohamed ElHelw:
Robust Real-Time Tracking with Diverse Ensembles and Random Projections. ICCV Workshops 2013: 112-120
[c12]
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  - conf/iccvw/SiamE13
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Mennatullah Siam, Mohamed ElHelw:
Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints. ICCV Workshops 2013: 586-593
[c11]
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Mostafa Anwar Taie, Karim Mohammed NasrEldin, Mohamed ElHelw:
ITS navigation and live timetables for the blind based on RFID robotic localization algorithms and ZigBee broadcasting. ROBIO 2013: 139-144
[c10]
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  - conf/robot/ElkerdawiSE13
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Sara Maher Elkerdawi, Ramy Sayed, Mohamed ElHelw:
Real-Time Vehicle Detection and Tracking Using Haar-Like Features and Compressive Tracking. ROBOT (1) 2013: 381-390
[c9]
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Ahmed Salaheldin, Sara Maher Elkerdawi, Mohamed ElHelw:
Robust Scale-Invariant Object Tracking. ROBOT (1) 2013: 715-724
2012
[c8]
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  - conf/icumt/TaieDE12
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Mostafa Anwar Taie, Mohammed Diab, Mohamed ElHelw:
Remote prognosis, diagnosis and maintenance for automotive architecture based on least squares support vector machine and multiple classifiers. ICUMT 2012: 128-134
[c7]
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  - conf/isvc/KaraliE12
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Abubakrelsedik Karali, Mohamed ElHelw:
Motion History of Skeletal Volumes for Human Action Recognition. ISVC (2) 2012: 135-144
[c6]
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Abubakrelsedik Karali, Mohamed ElHelw:
Motion History of Skeletal Volumes and Temporal Change in Bounding Volume Fusion for Human Action Recognition. MPRSS 2012: 79-87
[c5]
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  - conf/petra/El-SayedE12
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Agwad El-Sayed, Mohamed ElHelw:
Light-ECV: an intelligent lightweight framework for embedded computer vision applications. PETRA 2012: 35
2011
[c4]
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  - conf/icsipa/El-ZahharKE11
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Mohamed M. El-Zahhar, Abubakrelsedik Karali, Mohamed ElHelw:
A semi supervised learning-based method for adaptive shadow detection. ICSIPA 2011: 348-353
2010
[c3]
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  - conf/ais2/El-DinEAGE10
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Ahmed Salah El-Din, Mohamed ElSayed, Abubakr Alsebai, Neamat El Gayar, Mohamed ElHelw:
Change analysis for gait impairment quantification in smart environments. AIS 2010: 1-6
[c2]
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  - conf/bsn/ElSayedASGE10
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Mohamed ElSayed, Abubakr Alsebai, Ahmed Salaheldin, Neamat El Gayar, Mohamed ElHelw:
Body and Visual Sensor Fusion for Motion Analysis in Ubiquitous Healthcare Systems. BSN 2010: 250-254
[c1]
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  - conf/wd/OrfyEE10
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Adel Orfy, Agwad El-Sayed, Mohamed ElHelw:
WASP: Wireless autonomous sensor prototype for Visual Sensor Networks. Wireless Days 2010: 1-5

Informal and Other Publications

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2024
[i10]
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  - journals/corr/abs-2403-03111
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Mohamed Afifi, Mohamed ElHelw:
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection. CoRR abs/2403.03111 (2024)
2023
[i9]
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  - journals/corr/abs-2307-03374
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Ammar Sherif, Abubakar Abid, Mustafa Elattar, Mohamed ElHelw:
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map. CoRR abs/2307.03374 (2023)
[i8]
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  - journals/corr/abs-2309-02455
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Ahmad Sebaq, Mohamed ElHelw:
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model. CoRR abs/2309.02455 (2023)
[i7]
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  - journals/corr/abs-2309-05818
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Yara Ali Alnaggar, Ahmad Sebaq, Karim Amer, ElSayed Naeem, Mohamed ElHelw:
Rice Plant Disease Detection and Diagnosis using Deep Convolutional Neural Networks and Multispectral Imaging. CoRR abs/2309.05818 (2023)
2020
[i6]
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  - journals/corr/abs-2011-01974
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Yara Ali Alnaggar, Mohamed Afifi, Karim Amer, Mohamed ElHelw:
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds. CoRR abs/2011.01974 (2020)
[i5]
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  - journals/corr/abs-2012-07072
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Mohamed Afifi, Yara Ali, Karim Amer, Mahmoud Shaker, Mohamed ElHelw:
Robust Real-Time Pedestrian Detection on Embedded Devices. CoRR abs/2012.07072 (2020)
2019
[i4]
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  - journals/corr/abs-1901-07355
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Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab, Pavel Krízek, Mohamed El-Helw:
Optical Flow augmented Semantic Segmentation networks for Automated Driving. CoRR abs/1901.07355 (2019)
[i3]
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  - journals/corr/abs-1905-01657
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Karim Amer, Mohamed Samy, Mahmoud Shaker, Mohamed ElHelw:
Deep Convolutional Neural Network-Based Autonomous Drone Navigation. CoRR abs/1905.01657 (2019)
[i2]
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Mohamed Samy, Karim Amer, Mahmoud Shaker, Mohamed ElHelw:
Drone Path-Following in GPS-Denied Environments using Convolutional Networks. CoRR abs/1905.01658 (2019)
[i1]
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  - journals/corr/abs-1905-06653
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Mohamed Afifi, Yara Ali, Karim Amer, Mahmoud Shaker, Mohamed ElHelw:
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2. CoRR abs/1905.06653 (2019)

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