Omar M. Saad

40 papers C 1Journal 36Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Learning for Seismic Data Compression in Distributed Acoustic Sensing.
IEEE Trans. Geosci. Remote. Sens.
Yangkang Chen, Omar M. Saad, Yunfeng Chen, Alexandros Savvaidis
2025 J jnl
Full waveform inversion with CNN-based velocity representation extension.
CoRR
Xinru Mu, Omar M. Saad, Tariq Alkhalifah
2025 J jnl
Identification of Earthquake Precursors Origin and AI Framework for Automatic Classification for One of These Precursors.
IEEE Access
Ghada Ali, Lotfy Samy, Omar M. Saad, Ali G. Hafez, El-Sayed Hasaneen, Kamal Abdelrahman, Ibrahim Salah, Mohammed S. Fnais, Hamed Nofel, Ahmed M. Mohamed
2025 J jnl
Inspired by machine learning optimization: can gradient-based optimizers solve cycle skipping in full waveform inversion given sufficient iterations?
CoRR
Xinru Mu, Omar M. Saad, Shaowen Wang, Tariq Alkhalifah
2025 J jnl
Residual Channel-attention (RCA) network for remote sensing image scene classification.
Multim. Tools Appl.
Ahmed Gomaa, Omar M. Saad
2025 J jnl
Transformer-Based Seismic Image Enhancement: A Novel Approach for Improved Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yeong Park, Omar M. Saad, Ju-Won Oh, Tariq Alkhalifah
2024 J jnl
Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Islam Helmy, Mona Mohammed, Alexandros Savvaidis, Avigyan Chatterjee, Yangkang Chen
2024 J jnl
Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion.
IEEE Trans. Geosci. Remote. Sens.
Yangkang Chen, Omar M. Saad, Alexandros Savvaidis, Fangxue Zhang, Yunfeng Chen, Dino Huang, Huijian Li, Farzaneh Aziz Zanjani
2024 J jnl
Prototype Implementation of a Digitizer for Earthquake Monitoring System.
Sensors
Emad B. Helal, Omar M. Saad, M. Sami Soliman, Gamal M. Dousoky, Ahmed Abdelazim, Lotfy Samy, Haruichi Kanaya, Ali G. Hafez
2024 J jnl
Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Liuqing Yang, Sergey Fomel, Shoudong Wang, Xiaohong Chen, Omar M. Saad, Yangkang Chen
2024 J jnl
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Alexandros Savvaidis, Yangkang Chen
2023 J jnl
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology.
Comput. Geosci.
Yangkang Chen, Weilin Huang, Liuqing Yang, Yapo Abolé Serge Innocent Oboué, Omar M. Saad, Yunfeng Chen
2023 J jnl
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Yunfeng Chen, Daniel Siervo, Fangxue Zhang, Alexandros Savvaidis, Guo-chin Dino Huang, Nadine Igonin, Sergey Fomel, Yangkang Chen
2023 J jnl
EQConvMixer: A Deep Learning Approach for Earthquake Location From Single-Station Waveforms.
IEEE Geosci. Remote. Sens. Lett.
Hagar S. Elsayed, Omar M. Saad, M. Sami Soliman, Yangkang Chen, Hassan A. Youness
2023 J jnl
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism.
IEEE Trans. Neural Networks Learn. Syst.
Liuqing Yang, Shoudong Wang, Xiaohong Chen, Wei Chen, Omar M. Saad, Xu Zhou, Nam Pham, Zhicheng Geng, Sergey Fomel, Yangkang Chen
2023 J jnl
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals.
IEEE Trans. Geosci. Remote. Sens.
Yangkang Chen, Alexandros Savvaidis, Sergey Fomel, Omar M. Saad, Yunfeng Chen
2023 J jnl
Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Omar M. Saad, Wei Chen, Fangxue Zhang, Liuqing Yang, Xu Zhou, Yangkang Chen
2022 J jnl
3-D Seismic Diffraction Separation and Imaging Using the Local Rank-Reduction Method.
IEEE Trans. Geosci. Remote. Sens.
Wei Chen, Xingye Liu, Omar M. Saad, Yapo Abolé Serge Innocent Oboué, Liuqing Yang, Hang Wang, Yangkang Chen
2022 J jnl
An Unsplit CFS-PML Scheme for the Second-Order Wave Equation With Its Application in Fractional Viscoacoustic Simulation.
IEEE Trans. Geosci. Remote. Sens.
Yufeng Wang, Min Bai, Liuqing Yang, Xuebin Zhao, Omar M. Saad, Yangkang Chen
2022 J jnl
Attention-Based Fully Convolutional DenseNet for Earthquake Detection.
IEEE Trans. Geosci. Remote. Sens.
Hagar S. Elsayed, Omar M. Saad, M. Sami Soliman, Yangkang Chen, Hassan A. Youness
2022 J jnl
CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Yangkang Chen
2022 J jnl
Discriminating Earthquakes From Quarry Blasts Using Capsule Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Omar M. Saad, M. Sami Soliman, Yangkang Chen, Abutaleb A. Amin, H. E. Abdelhafiez
2022 J jnl
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning.
IEEE Geosci. Remote. Sens. Lett.
Omar M. Saad, Yunfeng Chen, Daniel T. Trugman, M. Sami Soliman, Lotfy Samy, Alexandros Savvaidis, Mohamed Abdelaziz Khamis, Ali G. Hafez, Sergey Fomel, Yangkang Chen
2022 J jnl
Self-Attention Deep Image Prior Network for Unsupervised 3-D Seismic Data Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Yapo Abolé Serge Innocent Oboué, Min Bai, Lotfy Samy, Liuqing Yang, Yangkang Chen
2022 J jnl
Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal.
IEEE Trans. Geosci. Remote. Sens.
Wei Chen, Omar M. Saad, Hang Wang, Yangkang Chen
2022 J jnl
Unsupervised 3-D Random Noise Attenuation Using Deep Skip Autoencoder.
IEEE Trans. Geosci. Remote. Sens.
Liuqing Yang, Shoudong Wang, Xiaohong Chen, Omar M. Saad, Wei Chen, Yapo Abolé Serge Innocent Oboué, Yangkang Chen
2022 J jnl
Unsupervised Deep Learning for Single-Channel Earthquake Data Denoising and Its Applications in Event Detection and Fully Automatic Location.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Yunfeng Chen, Alexandros Savvaidis, Wei Chen, Fangxue Zhang, Yangkang Chen
2021 J jnl
Deep Learning Approach for Earthquake Parameters Classification in Earthquake Early Warning System.
IEEE Geosci. Remote. Sens. Lett.
Omar M. Saad, Ali G. Hafez, M. Sami Soliman
2021 J jnl
Earthquake Detection and P-Wave Arrival Time Picking Using Capsule Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Omar M. Saad, Yangkang Chen
2021 J jnl
Seismic Data Compression Using Deep Learning.
IEEE Access
Emad B. Helal, Omar M. Saad, Ali G. Hafez, Yangkang Chen, Gamal M. Dousoky
2018 C conf
Autoencoder based Features Extraction for Automatic Classification of Earthquakes and Explosions.
ICIS
Omar M. Saad, Koji Inoue, Ahmed Shalaby, Lotfy Sarny, Mohammed Sharaf Sayed
2018 J jnl
Automatic Arrival Time Detection for Earthquakes Based on Stacked Denoising Autoencoder.
IEEE Geosci. Remote. Sens. Lett.
Omar M. Saad, Koji Inoue, Ahmed Shalaby, Lotfy Samy, Mohammed Sharaf Sayed
2018 J jnl
Automatic arrival time detection for earthquakes based on Modified Laplacian of Gaussian filter.
Comput. Geosci.
Omar M. Saad, Ahmed Shalaby, Lotfy Samy, Mohammed Sharaf Sayed
2017 — conf
Automatic arrival time detection for earthquakes based on logarithmic transformation.
ICM
Omar M. Saad, Ahmed Shalaby, Mohammed Sharaf Sayed
2011 — conf
A Robust Algorithm for Enhancement of Remotely Sensed Images Based on Wavelet Transform.
SOCO
A. A. Nasr, Ashraf Darwish, Rowayda A. Sadek, Omar M. Saad
2010 — conf
Human Authentication Using Face and Fingerprint Biometrics.
CICSyN
Ashraf Darwish, Walaa M. Zaki, Omar M. Saad, Nadia M. Nassar, Gerald Schaefer
2007 J jnl
On stability of proper efficient solutions in multiobjective fractional programming problems under fuzziness.
Math. Comput. Model.
Omar M. Saad
2005 J jnl
An iterative goal programming approach for solving fuzzy multiobjective integer linear programming problems.
Appl. Math. Comput.
Omar M. Saad
2004 J jnl
Stability set for integer linear goal programming.
Appl. Math. Comput.
Omar M. Saad, Walied H. Sharif
1999 J jnl
Solving a special class of large-scale fuzzy multiobjective integer linear programming problems.
Fuzzy Sets Syst.
Mohamed S. Osman, Omar M. Saad, Azza G. Hasan