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Prof.Samy Sadek Mohamed Bakheet

Professor Department of Computer Sciences College of Computer Engineering & Sciences
  • Kharj
  • 011-588-8398
  • s.bakheet@psau.edu.sa
  • Curriculum Vitae
  • Publications

Education

  • Doctoral degree (Dr.-Ing.), Otto-von-Guericke University Magdeburg, Germany, June 2013

  • MS in Computer Science, South Valley University, Egypt, July 2005

  • BS in Computer Science, South Valley University, Egypt, May 2000

Research Interests

  • Artificial vision
  • Pattern recognition
  • Machine learning
  • Biometrics
  • CAD
  • Human-machine interaction
  • Intelligent vehicles
  • Image processing

Publications

  • Samy Bakheet, A. A. Abd El-Mageed, A. Al-Hamadi, and A. H. Abd El-Rahiem, “Hybrid sparrow search-exponential distribution optimization with differential evolution for parameter prediction of solar photovoltaic models,” Algorithms, vol. 17, no. 1, p. 26, 2024.
  • Samy Bakheet, M. A. Mofaddel, and A. El-Nagar, “A computational intelligence approach for automatic malignant melanoma diagnostics,” Sohag J. Sci., vol. 9, no. 1, pp. 40–46, 2024.
  • Samy Bakheet, U. Sayed, M. Mofaddel, and Z. El-Zohry, “Robust hand gesture recognition using HOG features and machine learning,” Sohag J. Sci., vol. 9, no. 3, pp. 226–233, 2024.
  • Samy Bakheet, S. Alsubai, A. El-Nagar, and A. Alqahtani, “A multi-feature fusion framework for automatic skin cancer diagnostics,” Diagnostics, vol. 13, no. 8, 2023.
  • Samy Bakheet, A. Al-Hamadi, E. Soliman, and M. Heshmat, “Hybrid bag-of-visual-words and featurewiz selection for content-based visual information retrieval,” Sensors, vol. 2, no. 1653, 2023.
  • Samy Bakheet and A. Al-Hamadi, “A deep neural framework for real-time vehicular accident detection based on motion temporal templates," Heliyon, vol. 8, 2022.
  • Samy Bakheet, S. Alsubai, A. Alqahtani, and A. Binbusayyis, “Robust fingerprint minutiae extraction and matching based on improved SIFT features," Applied Sciences, vol. 12, no. 12, 2022.
  • Samy Bakheet, A. Al-Hamadi, and R. Youssef, “A fingerprint-based verification framework using Harris and SURF feature detection algorithms," Applied Sciences, vol. 12, no. 4, 2022.
  • Samy Bakheet and A. Al-Hamadi, “Automatic detection of COVID-19 using pruned GLCM-based texture features and LDCRF classification," Computers in Biology and Medicine, vol. 137, pp. 104781-104791, 2021.
  • Samy Bakheet and A. Al-Hamadi, “Robust hand gesture recognition using multiple shape oriented visual cues," J Image Video Proc, July 2021.
  • Samy Bakheet and A. Al-Hamadi, “A framework for instantaneous driver drowsiness detection based on improved HOG features and naïve Bayesian classification,” Brain Sci., vol. 11, pp. 240–254, Feb 2021.
  • Samy Bakheet and A. El-Nagar, “A deep neural approach for real-time malignant melanoma detection,” Appl. Math. Inf. Sci., vol. 15, pp. 89–96, Jan 2021.
  • Samy Bakheet and A. Al-Hamadi, Computer-aided diagnosis of malignant melanoma using Gabor-based entropic features and multilevel neural networks," Diagnostics, vol. 10, pp. 822-837, 2020.
  • Samy Bakheet, M. Mofaddel, E. Soliman, and M. Heshmat, Adaptive multimodal feature fusion for content-based image classification and retrieval," Appl. Math. Inf. Sci., vol. 14, no. 4, pp. 699-708, 2020.
  • Samy Bakheet and A. Al-Hamadi, “Chord-length shape features for license plate character recognition,” Journal of Russian Laser Research, vol. 41, pp. 156–170, March 2020.
  • Samy Bakheet, M. Mofaddel, E. Soliman, and M. Heshmat, “A survey on content-based visual information retrieval,” International Journal of Engineering Research & Technology (IJERT), vol. 09, October 2020.
  • Samy Bakheet, U. Sayed, M. A. Mofaddel, and Z. El-Zohry, Human hand gesture recognition, "Inf. Sci. Lett., vol. 7, pp. 41- 45, September 2019.
  • Samy Bakheet and A. Al-Hamadi, Video-Based Recognition and Representation of Human Actions. Saarbrucken, Germany: LAP LAMBERT Academic Publishing, July 2018. ISBN 978-620-2-07-151-2.
  • Samy Bakheet, U. Sayed, M. A. Mofaddel, and Z. El-Zohry, “An elliptical boundary skin model for hand detection based on HSV color space," Inf. Sci. Lett., vol. 7, no. 1, pp. 13-17, 2018.
  • Samy Bakheet, M. A. Mofaddel and R. Youssef, Adaptive fingerprint image enhancement based on cascading filtering," International Journal of Engineering and Information Systems (IJEAIS), vol. 6, no. 1, pp. 157-161, 2017.
  • Samy Bakheet, A. Al-Hamadi, and M. A. Mofaddel, Recognition of human actions based on temporal motion templates," British Journal of Applied Science and Technology, vol. 20, no. 5, pp. 1-11, 2017.
  • Samy Bakheet and A. Al-Hamadi, “Hand gesture recognition using optimized local Gabor features," Journal of Computational and Theoretical Nanoscience, vol. 14, no. 2, pp. 1-10, 2017.
  • Samy Bakheet, “A fuzzy framework for real-time gesture spotting and recognition," Journal of Russian Laser Research, vol. 38, no. 1, pp. 61- 75, 2017.
  • Samy Bakheet, “An SVM framework for malignant melanoma detection based on optimized HOG features," Computation, vol. 5, no. 1, pp. 1- 14, 2017.
  • Samy Bakheet and A. Al-Hamadi, “A discriminative framework for action recognition using f-HOL features," Information, vol. 7, no. 4, pp. 1- 15, 2016.
  • Samy Bakheet and A. Al-Hamadi, “A hybrid cascade approach for human skin segmentation," British Journal of Mathematics & Computer Science, vol. 17, no. 6, pp. 1- 14, 2016.
  • Samy Sadek and A. Al-Hamadi, “Entropic image segmentation: A fuzzy approach based on Tsallis entropy," Journal of Computer Vision and Signal Processing, vol. 5, pp. 1- 7, March 2015.
  • Samy Sadek and S. Abdel-Khalek, “Generalized fi-entropy based medical image segmentation," Journal of Software Engineering and Applications, vol. 7, pp. 62- 67, January 2014.
  • Samy Sadek, A. Al-Hamadi, and B. Michaelis, “Toward real-world activity recognition: An SVM based system using fuzzy directional features," WSEAS Transactions on Information Science and Applications, vol. 10, pp. 116- 127, April 2013.
  • Samy Sadek, A. Al-Hamadi, G. Krell, and B. Michaelis, “Affine-invariant feature extraction for activity recognition," ISRN Machine Vision Journal, vol. 1, pp. 1- 7, July 2013.
  • Samy Sadek, M. A. Mofaddel, and Y. B. Mahdy, Vision-Based Adult Image Content Identification. Saarbrucken, Germany: LAP LAMBERT Academic Publishing, April 2013. ISBN 978-3-659-38723-4
  • Samy Sadek, M. A. Mofaddel, and B. Michaelis, “Multicolor skin modeling with application to skin detection," Journal of Computations & Modelling, vol. 3, pp. 153- 167, March 2013.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Chord-length shape features for human activity recognition," Journal ISRN Machine Vision, vol. 1, pp. 1- 9, November 2012.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Human action recognition via affine moment invariants," in 21st International Conference on Pattern Recognition (ICPR'12), (Tsukuba Science City, Japan), pp. 218- 221, November 2012.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “An SVM approach for activity recognition based on chord-length-function shape features," in IEEE International Conference on Image Processing (ICIP'12), (Florida, U.S.A.), pp. 767- 770, October 2012.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “A fast statistical approach for human activity recognition," Journal of Intelligence Science (IJIS), vol. 2, pp. 9-15, January 2012.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Face detection and localization in color images: An efficient neural approach," Journal of Software Engineering and Applications (JSEA), vol. 4, pp. 682- 687, December 2011.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Human action recognition: A novel scheme using fuzzy log-polar histogram and temporal self-similarity," EURASIP Journal on Advances in Signal Processing, January 2011.
  • Samy Sadek, Y. B. Mahdy, and M. A. Mofaddel, “A statistical approach to adult image content detection using multi-color skin modeling," International Journal of Advances in Science and Technology, vol. 1, no. 4, 2010.
  • Samy Sadek, A. Al-Hamadi, M. Elmezain, B. Michaelis, and U. Sayed, “Human activity recognition using temporal shape moments," in IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'10), (Luxor, Egypt), pp. 79- 84, December 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “An efficient method for real-time activity recognition," in Proceedings of the International Conference on Soft Computing and Pattern Recognition (SoCPaR'10), (Paris, France), pp. 7- 10, December 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Human activity recognition: A scheme using multiple cues," in Proceedings of the International Symposium on Visual Computing (ISVC'10), vol. 1, (Las Vegas, Nevada, USA), pp. 574- 583, November 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Towards robust human action retrieval in video," in Proceedings of the British Machine Vision Conference (BMVC'10), (Aberystwyth, UK), September 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “A statistical framework for real-time traffic accident recognition," Journal of Signal and Information Processing (JSIP), vol. 1, pp. 77- 81, 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Real-time automatic traffic accident recognition using HOF," in Proceedings of the 20th International conference on Pattern Recognition (ICPR'10), (Istanbul, Turkey), pp. 3348- 3351, August 2010.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Efficient region-based image querying," International Journal of Computing, vol. 2, pp. 1- 6, June 2010.
  • M. Elmezain, A. Al-Hamadi, Samy Sadek, and B. Michaelis, “Robust methods for hand gesture spotting and recognition using hidden Markov models and conditional random fields," in IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'10), (Luxor, Egypt), pp. 131- 136, December 2010.
  • M. A. Mofaddel and Samy Sadek, “Adult image content filtering: A statistical method based on multi-color skin modeling," in IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'10), (Luxor, Egypt), pp. 366- 370, December 2010.
  • Samy Sadek, A. Al-Hamadi, A. Wannig, B. Michaelis, and U. Sayed, “A new approach to image segmentation via fuzzification of Renyi entropy of generalized distributions," in Proceedings of International Conference on Image, Signal and Vision Computing (ICISVC'09), (Singapore), pp. 598- 603, August 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “A new method for image classification based on multi-level neural networks," in Proceedings of International Conference on Signal and Image Processing (ICSIP'09), (Amsterdam, Netherlands), pp. 197- 200, September 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Cubic-spline neural network-based system for image retrieval," in Proceedings of Sixth International IEEE Conference on Image Processing (ICIP'09), (Cairo, Egypt), pp. 273- 276, December 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “An image classification approach using multilevel neural networks," in Proceedings of IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS'09), (Shanghai, China), pp. 180- 183, 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “An efficient method for noisy cell image segmentation using generalized α-entropy," in Proceedings of International Symposium on Signal Processing, Image Processing and Pattern Recognition (SIP'09), Lecture Notes in Computer Science, (Jeju Island, Korea), pp. 33- 40, Springer-Verlag Berlin/Heidelberg, November 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “An efficient approach for region-based image classification and retrieval," in Proceedings of International Symposium on Signal Processing, Image Processing and Pattern Recognition (SIP'09), Lecture Notes in Computer Science, (Jeju Island, Korea), pp. 56- 64, Springer-Verlag Berlin/Heidelberg, November 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “A robust neural system for objectionable image recognition," in Proceedings of Second International Conference on Machine Vision (ICMV'09), (Dubai, UAE), pp. 32- 36, 2009.
  • Samy Sadek, A. Al-Hamadi, B. Michaelis, and U. Sayed, “Image retrieval using cubic spline neural networks," International Journal of Video & Image Processing and Network Security (IJIPNS), vol. 9, no. 10, pp. 17- 22, 2009.
  • U. Sayed, Samy Sadek, and B. Michaelis, “Two phases neural network-based system for pornographic image classification," in 5th Int. Conference: Sciences of Electronic, Technologies of Information and Telecommunications (SETIT'09), (TUNISIA), pp. 1- 6, March 2009.
  • Samy Sadek, U. Sayed, and H. H. Amin, “An artificial neural network for face detection and localization in color images," in Proceedings of First Engineering Conference for Young Researchers EM3AC-07-Engineering between Theory and Practice, (Assiut, Egypt), pp. 168- 171, May 2007.

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