محمود إبراهيم خليل مسعد

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محمود إبراهيم خليل مسعد

أستاذ في هندسة الحاسبات والنظم

المعلومات المهنية

أستاذ في : 2019-07-30
أستاذ مساعد في : 2011-07-27
مدرس في : 2002-10-28
مدرس مساعد في : 1996-07-29
معيد في : 1992-11-18

المعلومات الدراسية

البريد الإلكتروني : mahmoud.khalil@eng.asu.edu.eg
الدكتوراه : من جامعة كوينز - كندا
التخرج : 1992
Scopus URL
Google Scholar URL
ORCID

نبذة مختصرة

MAHMOUD I. KHALIL received the B.Sc. and M.Sc. degrees in electrical engineering from Ain Shams University, Cairo, Egypt, in 1992 and 1996, respectively, and the Ph.D. degree from the Department of Electrical and Computer Engineering, Queen’s University, Kingston, ON, Canada. He is currently a Professor of computer and systems engineering. His current research interests include pattern recognition, computer vision, and deep neural networks.

الجوائز التقديرية

- Ministry of Education and Training; Ontario Graduate Scholarship (OGS); 1999-2000
- Queen's University; Graduate Award; 1999-00, 1997-98, 1996-97
- Queen's University; Graduate Fellowship; 1998-99
- Queen's University; McLaughlin Fellowship; 1997-98

المقالات والدوريات

(1) Taraggy Ghanim, Mahmoud I. Khalil, and Hazem M. Abbas, "Comparative Study on Deep Convolution Neural Networks DCNN-based Offline Arabic Handwriting Recognition", IEEE Access, vol. 8, Issue:1, December 2020, pp. 95465-95482. DOI: 10.1109/ACCESS.2020.2994290

(2) Ali S. Saudi, Mahmoud I. Khalil, and Hazem M. Abbas, " Improved features and dynamic stream weight adaption for robust Audio-Visual Speech Recognition framework," Digital Signal Processing, vol. 89,June 2019, pp. 17-29, 2019. DOI 10.1016/j.dsp.2019.02.016

(3) Mohamed A. Radwan, Mahmoud I. Khalil, and Hazem M. Abbas, " Neural Networks Pipeline for Offline Machine Printed Arabic OCR," Neural Processing Letters, vol. 48, No. 2, pp. 769-787, 2018. DOI 10.1007/s11063-017-9727-y

(4) Ashraf AbdelRaouf , Colin A. Higgins, Tony Pridmore, and Mahmoud Khalil, " Arabic character recognition using a Haar cascade classifier approach (HCC)," Pattern Analysis and Applications (PAA), vol. 19, No. 2, pp. 411-426, 2016.

(5) Ashraf AbdelRaouf , Colin A. Higgins, Tony Pridmore, and Mahmoud Khalil, "Building a multi-modal Arabic corpus (MMAC)," International Journal on Document Analysis and Recognition (IJDAR), vol. 13, No. 4, pp. 285-02, 2010.

(6) J. F. Georgy, M. I. Khalil, and G. M. Aly, " Improved Monte Carlo Localization for Mobile Robots," Scientific Bulletin, Faculty of Engineering, Ain Shams University, vol. 42, No. 4, pp. 731-764, Cairo, Egypt, Dec. 2007

(7) A.M. Saleh, M.I. Khalil and A.M. Wahdan, "An Adaptive Image Watermarking Scheme based on Visual Masking," Scientific Bulletin, Faculty of Engineering, Ain Shams University, vol. 38, No. 3, pp. 399-415, Cairo, Egypt, 2003

(8) M.I. Khalil and M.M. Bayoumi, "Planar Shape Recognition Using Dyadic Wavelet-Based Conic Affine Invariant Functions," Recent Research Developments in Pattern Recognition, vol. 3, pp. 283-304, 2002.

(9) M.I. Khalil and M.M. Bayoumi, "Affine invariants for object recognition using the wavelet transform," Pattern Recognition Letters, vol. 23, no. 1, pp. 57-72, 2002.

(10) M.I. Khalil and M.M. Bayoumi, "A Dyadic Wavelet Affine Invariant Function for 2D Shape Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 10, pp. 1152-1164, 2001.

(11) M. I. Khalil and M. M. Bayoumi, "Invariant 2D Object Recognition Using the Wavelet Modulus Maxima," Pattern Recognition Letters, vol. 21, no. 9, pp. 863-872, 2000.

الأبحاث

  1. Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas, " A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification ", IEEE Transactions on Evolutionary Computation, 2023
  2. Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas, " A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture ", Artificial Neural Networks in Pattern Recognition, 2020
  3. Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas, " Neural Networks Pipeline for Offline Machine Printed Arabic OCR ", Neural Processing Letters, 2018
  4. Mohamed Awni, Mahmoud I. Khalil, Hazem M. Abbas, " Offline Arabic handwritten word recognition: A transfer learning approach ", Journal of King Saud University - Computer and Information Sciences, 2022
  5. Fady Khalaf, Hazem M. Abbas, Mahmoud I. Khalil, " Boosting subjective quality of Arabic text-to-speech (TTS) using end-to-end deep architecture ", International Journal of Speech Technology, 2022
  6. taraggy, Mahmoud I. Khalil, Hazem M. Abbas, " Comparative Study on Deep Convolution Neural Networks DCNN-Based Offline Arabic Handwriting Recognition ", IEEE Access, 2020
  7. Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas, " Improved features and dynamic stream weight adaption for robust Audio-Visual Speech Recognition framework ", Digital Signal Processing, 2019
  8. Ashraf AbdelRaouf, Colin A. Higgins, Tony Pridmore, Mahmoud I. Khalil, " Arabic character recognition using a Haar cascade classifier approach (HCC) ", Pattern Analysis and Applications, 2016
  9. Ashraf AbdelRaouf, Colin A. Higgins, Tony Pridmore, Mahmoud Khalil, " Building a multi-modal Arabic corpus (MMAC) ", International Journal on Document Analysis and Recognition (IJDAR), 2010
  10. Mahmoud I. Khalil, Mohamed M. Bayoumi, " Affine invariants for object recognition using the wavelet transform ", Pattern Recognition Letters, 2002
  11. M.I. Khalil, M.M. Bayoumi, " A dyadic wavelet affine invariant function for 2D shape recognition ", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2001
  12. Mahmoud I Khalil, Mohamed M Bayoumi, " Invariant 2D object recognition using the wavelet modulus maxima ", Pattern Recognition Letters, 2000
  13. Mohamed Mohamed, Mahmoud Khalil, Cherif Salama, " Studying the Effect of Preprocessing on Simultaneous Localization and Mapping in Low-Light Conditions ", 2022 4th Novel Intelligent and Leading Emerging Sciences Conference (NILES), 2022
  14. Hasan, N.W., Saudi, A.S., Khalil, M.I., Abbas, H.M., " Automatically Designing CNN Architectures for Acoustic Scene Classification ", 2021 16th International Conference on Computer Engineering and Systems (ICCES), 2021
  15. Hasan, N.W., Saudi, A.S., Khalil, M.I., Abbas, H.M., " E-DARTS: Enhanced Differentiable Architecture Search for Acoustic Scene Classification ", 2021 16th International Conference on Computer Engineering and Systems (ICCES), 2021
  16. Ahmed Ehab Ahmed, Cherif Salama, Mahmoud Khalil, " MetaFlow: A Meta Learning With Normalizing Flows Approach For Few Shots Learning ", 2021 16th International Conference on Computer Engineering and Systems (ICCES), 2021
  17. Ahmed Mostafa, Hazem Abbas, Mahmoud I. Khalil, " Comparative Study of Visual Question Answering Algorithms ", 2020 15th International Conference on Computer Engineering and Systems (ICCES), 2020
  18. Mohamed H. Saad, Mahmoud I. Khalil, Hazem M. Abbas, " End-To-End Driver Distraction Recognition Using Novel Low Lighting Support Dataset ", 2020 15th International Conference on Computer Engineering and Systems (ICCES), 2020
  19. Mohamed Hussien, " Novel Driver Distractions Dataset With Low Lighting Support ", , 2020
  20. Amr Y. Abdelaal, Mohamed H. Mousa, Mai Gamal, Mahmoud I. Khalil, Sherif M. Elbasiouny, Seif Eldawlatly, " A Classification Approach to Recognize the Firing of Spinal Motoneurons in Amyotrophic Lateral Sclerosis ", 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020
  21. Sahar Elgohary, Mahmoud I. Khalil, Seif Eldawlatly, " A two-stage classification framework for epileptic seizure prediction using EEG wavelet-based features ", Big Data in Psychiatry and Neurology, 2021
  22. Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas, " Deep Architectures for Abstractive Text Summarization in Multiple Languages ", 2019 14th International Conference on Computer Engineering and Systems (ICCES), 2019
  23. Mohamed Awni, Mahmoud I. Khalil, Hazem M. Abbas, " Deep-Learning Ensemble for Offline Arabic Handwritten Words Recognition ", 2019 14th International Conference on Computer Engineering and Systems (ICCES), 2019
  24. Ahmed F. Hagar, Hazem M. Abbas, Mahmoud I. Khalil, " Emotion Recognition In Videos For Low-Memory Systems Using Deep-Learning ", 2019 14th International Conference on Computer Engineering and Systems (ICCES), 2019
  25. Enas M. Elgbbas, Mahmoud I. Khalil, Hazem Abbas, " Solving the Binarization Challenges in Document Images Using OTSU Multilevel ", 8th International Conference on Soft Computing, Artificial Intelligence and Applications, 2019
  26. Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas, " Improving Audio-Visual Speech Recognition Using Gabor Recurrent Neural Networks ", Lecture Notes in Computer Science, 2019
  27. Taraggy Ghanim, Mahmoud Khalil, Hazem Abbas, " Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique ", Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
  28. Mousa, U.W.A., El Munim, H.E.A., Khalil, M.I., " A Multistage Binarization Technique for the Degraded Document Images ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  29. Enas M. Elgbbas, Mahmoud I. Khalil, Hazem Abbas, " Binarization of Colored Document Images using Spectral Clustering ", 2018 13th International Conference on Computer Engineering and Systems (ICCES), 2018
  30. Amr Mostafa, Mahmoud I. Khalil, Hazem Abbas, " Emotion Recognition by Facial Features using Recurrent Neural Networks ", 2018 13th International Conference on Computer Engineering and Systems (ICCES), 2018
  31. Amir Salah, Mahmoud I. Khalil, Hazem Abbas, " Multimodal Pain Level Recognition using Majority Voting Technique ", 2018 13th International Conference on Computer Engineering and Systems (ICCES), 2018
  32. Ali Saudi, Mahmoud I. Khalil, Hazem Abbas, " Robust Audio-Visual Speech Recognition System based on Gabor Features and Dynamic Stream Weight Adaption ", 2018 13th International Conference on Computer Engineering and Systems (ICCES), 2018
  33. Aly O. Abdelkareem, Mahmoud I. Khalil, Mostafa Elaraby, Hazem Abbas, Ali H. A. Elbehery, " VirNet: Deep attention model for viral reads identification ", 2018 13th International Conference on Computer Engineering and Systems (ICCES), 2018
  34. Mohammad Hanafy, Mahmoud I. Khalil, Hazem M. Abbas, " Combining Classical and Deep Learning Methods for Twitter Sentiment Analysis ", Artificial Neural Networks in Pattern Recognition, 2018
  35. Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas, " PHoG Features and Kullback-Leibler Divergence Based Ranking Method for Handwriting Recognition ", Artificial Neural Networks in Pattern Recognition, 2018
  36. Ahmed H. Metwally, Mahmoud I. Khalil, Hazem M. Abbas, " Offline Arabic handwriting recognition using Hidden Markov Models and Post-Recognition Lexicon Matching ", 2017 12th International Conference on Computer Engineering and Systems (ICCES), 2017
  37. Elgohary, S., Eldawlatly, S., Khalil, M.I., " Epileptic seizure prediction using zero-crossings analysis of EEG wavelet detail coefficients ", CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2016
  38. Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas, " Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System ", Artificial Neural Networks in Pattern Recognition, 2016
  39. Elnaggar, R.O., Khalil, M.I., Abdelmunim, H., Abbas, H.M., " Optical flow-based enhancement of spatio-temporal detection in videos ", Proceedings - 2015 10th International Conference on Computer Engineering and Systems, ICCES 2015, 2016
  40. Yusuf I. Afifi, Mahmoud I. Khalil, Hazem M. Abbas, " Fast 3D tracking and quantization of small vascular structures in 3D medical images ", 2015 IEEE International Conference on Image Processing (ICIP), 2015
  41. , " Fast Arabic Glyph Recognizer based on Haar Cascade Classifiers ", Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods, 2014
  42. , " Arabic Corpus Enhancement using a New Lexicon/Stemming Algorithm ", Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, 2013
  43. A. Abbas, M. I. Khalil, S. AbdelHay, Hossam M. A. Fahmy, " Illumination invariant face recognition in logarithm Discrete Cosine Transform domain ", 2009 16th IEEE International Conference on Image Processing (ICIP), 2009
  44. A. Abbas, M. I. Khalil, S. Abdel-Hay, H. M. Fahmy, " Expression and illumination invariant preprocessing technique for Face Recognition ", 2008 International Conference on Computer Engineering & Systems, 2008
  45. Mahmoud I. Khalil, Mohamed M. Bayoumi, " Dyadic wavelet-based affine invariants for planar object recognition ", Wavelet Applications in Signal and Image Processing VIII, 2000
  46. Mahmoud I. Khalil, Mohamed M. Bayoumi, " Perspective invariant function using dyadic wavelet transform ", Wavelet Applications in Signal and Image Processing VIII, 2000
  47. Ashraf AbdelRaouf, Colin A Higgins, Mahmoud Khalil, " A Database for Arabic Printed Character Recognition ", Lecture Notes in Computer Science,
  48. M.I. Khalil, A.-M.M. Wahdan, " A gray-scale image watermarking technique using the contrast sensitivity function masks ", International Conference on Electrical, Electronic and Computer Engineering, 2004. ICEEC '04.,
  49. M.I. Khalil, M.M. Bayoumi, " Affine invariant object recognition using dyadic wavelet transform ", 2000 Canadian Conference on Electrical and Computer Engineering. Conference Proceedings. Navigating to a New Era (Cat. No.00TH8492),
  50. A. Saleh, N. Khalil, Abdel-Moneim Wahdan, " An adaptive image watermarking scheme for color images using S-CIELAB ", 2003 46th Midwest Symposium on Circuits and Systems,
  51. Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas, " A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture ", Artificial Neural Networks in Pattern Recognition, 2020
  52. Radwan, M.A., Khalil, M.I., Abbas, H.M., " Neural Networks Pipeline for Offline Machine Printed Arabic OCR ", Neural Processing Letters, 2017
  53. Rana O. Elnaggar, Mahmoud I. Khalil, Hossam Abdelmunim, Hazem M. Abbas, " Optical flow-based enhancement of spatio-temporal detection in videos ", 2015 Tenth International Conference on Computer Engineering & Systems (ICCES), 2015