حسام الدين حسن عبد المنعم

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حسام الدين حسن عبد المنعم

أستاذ في هندسة الحاسبات والنظم

المعلومات المهنية

أستاذ في : 2019-09-30
أستاذ مساعد في : 2014-05-22
مدرس في : 2008-11-24
مدرس مساعد في : 2000-09-26
معيد في : 1996-01-02

المعلومات الدراسية

البريد الإلكتروني : hossameldin.hassan@eng.asu.edu.eg
التخرج : 1995
Scopus URL
Google Scholar URL
ORCID

نبذة مختصرة

Dr. Hossam E. Abd El Munim received the BSc and MS degrees in electrical engineering from Ain Shams University, Egypt, in 1995 and 2000, respectively. He received his PhD degree in Electrical and Computer Engineering from the University of Louisville, Louisville, Kentucky. He joined the Computer Vision and Image Processing Laboratory (CVIP Lab) at the University of Louisville on June 2002, where he has been involved in the applications of image processing and computer vision for medical image analysis. He is now a Full Professor at the Computer and Systems Engineering Department, Faculty of Engineering, Ain Shams University in Cairo, Egypt. His current research interests include image modelling, image segmentation, 2D and 3D registration, visualization, and surgical simulation, about which he has authored or co-authored more than 60 technical articles including ICIP, MICCAI, ICCV, CVPR, BMVC, and TIP, TPAMI. He received an excellence in visualization award from Silicon Graphics in 2004, a US National Science Foundation travel grant to attend the International Conference on Computer Vision (ICCV) on 2005, and a first place in the University of Louisville Engineering Competition (E-Expo) in 2006. Also, he was awarded the Outstanding ECE Graduate Student Award in the University of Louisville, 2007.

الجوائز التقديرية

* University of Louisville, Dean’s Citation Award.
* Outstanding ECE Graduate Student Award in the University of Louisville, 2007.
* First place in the University of Louisville Engineering Competition (EExpo), 2006.
* NSF travel grant to attend the International Conference on Computer Vision (ICCV 2005).
* Excellence in visualization award from Silicon Graphics, 2004.

الكتب

1. Hossam Kamal El-Din, Hossam E. Abd El Munim, and Hani Mahdi, ”Decision-Making in Fuzzy Environment: A Survey,” in book Title: Application of Decision Science in Business
and Management, Editor (Fausto Pedro Garca Mrquez), Published: March 4th 2020, DOI:10.5772/intechopen.83336, ISBN: 978-1-83880-100-7, Print ISBN: 978-1-83880-099-4, eBook (PDF)
ISBN: 978-1-83880-764-1, Copyright year: 2020.
2. Hossam Abd El Munim and Aly A Farag, ”A Modified Global and Elastic ICP Shape Registration for Medical Imaging Applications,” in book Title: Level Set Method in Medical Imaging
Segmentation, Editors (Ayman El-Baz and Jasjit S. Suri), Published: June 26, 2019, CRC Press.
3. Amal A. Farag, Ahmed Shalaby, Hossam Abd El Munim and Aly Farag, ”Variational Shape Representation for Modeling, Elastic Registration and Segmentation,” in book Title: Shape
Analysis in Medical Image Analysis, Editors (Shuo Li and Joo Manuel R. S. Tavares), ISBN: 978-3-319-03812-4(print), Lecture Notes in Computational Vision and Biomechanics, Volume 14, 2014.
4. Melih S. Aslan, Aly A. Farag, Hossam Abdelmunim, and Mohamed A. El-Ghar, Assessment of kidney function using dynamic contrast enhanced MRI techniques, Book Chapter
of Biomedical Image Analysis and Machine Learning Technologies: Application and Techniques, Editors: Fabio Gonzalez and Eduardo Romero, 2009.
5. H. Abd El Munim, R. Fahmi, N. Youssry El-Zehiry, A. A. Farag, and Manuel F. Casanova, ”Volumetric MRI Analysis of Dyslexic Subjects using a Level Set Framework,” Chapter # 14 in
book Title: Parametric and Geometric Deformable Models: An application in Biomaterials and Medical Imagery, Volume 2, Springer Publishers, Editors (Jasjit S. Suri and Aly Farag), ISBN: 0-387-31204-8, Release Date: May 2006.
6. Rachid Fahmi, Ayman El-Baz, Hossam Abdel-Munim, Alaa E. Abdel-Hakim, Aly A. Farag, and Manuel F. Casanova, ”Robust Neuroimaging-Based Classification Techniques of Autistic
VS. Typically Developing Brain,” Chapter # 16 in book Title: Parametric and Geometric Deformable Models: An application in Biomaterials and Medical Imagery, Volume 2, Springer Publishers, Editors (Jasjit S. Suri and Aly Farag), ISBN: 0-387-31204-8, Release Date: May 2006.
7. A. A. Farag, M. N. Ahmed, A. El-Baz, and H. Hassan, ”Advanced Segmentation Techniques, ”Handbook of Biomedical Image Analysis, (J. S. Suri, D. L. Wilson, and S. Laxminarayan, Eds.),
Kluwer Academic/Plenum Publishers, London, vol I: Segmentation Models, pp. 1-42, 2005.

المقالات والدوريات

1. Hossam Kamal El-Din, Hossam E. Abd El Munim, and Hani Mahdi, ”Engineering Specialization Recommendation Model based on Fuzzy Analytic Hierarchy Process,” Journal of Advanced
Research in Dynamical and Control Systems, Volume 12, 05-Special Issue, 2020, Pages 736-744.
2. Ahmed H. Yousef and Hossam E. Abdelmunim, ”An accelerated shape based segmentation approach adopting the pattern search optimizer,” Ain Shams Engineering Journal, Volume 9,
Issue 4, December 2018, Pages 1497-1505.
3. Ahmed H. Yousef and Hossam E. Abd El Munim, ”A GPU-based Elastic Shape Registration Approach in Implicit Spaces,” Journal of Real-Time Image Processing, pp. 1–13, August, 2017.
4. Melih S. Aslan, Ahmed Shalaby, Hossam Abdelmunim, and Aly A. Farag, A Probabilistic Shape-based Segmentation Method Using Level Sets, British Journal of Computer Vision, IETCV,
Vol. 8, No. 3, pp. 182–194, June 2014.
5. Amal Farag, H. Abdelmunim, James Graham, and Aly A. Farag, A Novel Approach for Lung Nodules Segmentation in Chest CT using Level Sets, IEEE Transactions on Image Processing,
Vol. 22, No. 12, pp. 5202–5213, December 2013.
6. H. Abdelmunim, Amal Farag, and Aly A. Farag, Shape Representation and Registration in Vector Implicit Spaces: Adopting a Closed Form Solution in the Optimization Process, IEEE
Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 3, pp. 763–768, March 2013.
7. M. Casanova, A. El-Baz, M. Mott, G. Mannheim, H. Hassan, R. Fahmi, J. Giedd, J. Rumsey, A. Switala, and A. Farag, ”Reduced GyralWindow and Corpus Callosum Size in Autism: Possible
Macroscopic Correlates of a Minicolumnopathy,” Journal of Autism and Developmental Disorders (JADD), vol. 39, no. 5, pp. 751–764, 2009.
8. H. E. Abd El Munim, A. A. Farag, S. EL-Shazly, and A. G. Farman, ”3D Model of the Human Teeth using Implicit Vector Databases,” International Journal of Computer Assisted Radiology and
Surgery (Int. J CARS), Vol. 2, Suppl. 1, pp. S404–S406, June 2007.
9. R. Fahmi, A. Elbaz, H. Hassan, A. A. Farag, and M. F. Casanova, ”Structural MRI-based discrimination between autistic and typically developing brain,” International Journal of Computer
Assisted Radiology and Surgery (Int. J CARS), Vol. 2, Suppl. 1, pp. S24–S26, June 2007.
10. H. E. Abd El Munim and A. A. Farag, ”Curve/Surface Representation and Evolution using Vector Level Sets with Application to the Shape-based Segmentation Problem,” IEEE Transaction
on Pattern Analysis and Machine Intelligence (PAMI), Vol. 29, No. 6, pp. 945–958, June 2007.
11. Manuel F. Casanova, Aly Farag, Ayman EL-BAZ, Meghan Mott, Hossam Hassan, Rachid Fahmi, Andrew E. Switala, ”Abnormalities of the Gyral Window in Autism: A Macroscopic
Correlate to a Putative Minicolumnopathy ,” Journal of Special Education and Rehabilitation, pp. 1:85–101, 2007.
12. A.A. Farag, H. Hassan, R. Falk, and S.G. Hushek, ”3D Volume Segmentation of MRA Data Sets Using Level Sets,” Academic Radiology, pp. 419–435, April, 2004.

الأبحاث

  1. Mohamed, S.A., Abdelgelil, O.K., Elhout, O.A., Aafia, H.M., Awad, M.I., El Munim, H.E.A., " Design of a highly-efficient embedded controller for AUV stabilization and trajectory tracking using minimal computational resources ", NILES 2021 - 3rd Novel Intelligent and Leading Emerging Sciences Conference, Proceedings, 2021
  2. Elrashidy, A., Ghoneima, M., El Munim, H.E.A., Hammad, S., " Recent Advances in Vision-based Vehicle Re-identification Datasets and Methods ", Proceedings - 2021 16th International Conference on Computer Engineering and Systems, ICCES 2021, 2021
  3. Wassef, E., El Munim, H.E.A., Hammad, S., Ghoneima, M., " Robust Real-time Head Pose Estimation for 10 Watt SBC ", International Journal of Advanced Computer Science and Applications, 2021
  4. AbdElKhalek, Y.M., Awad, M.I., Abd El Munim, H.E., Maged, S.A., " Trajectory-based fast ball detection and tracking for an autonomous industrial robot system ", International Journal of Intelligent Systems Technologies and Applications, 2021
  5. Khodair, D., Shaker, A., El Munim, H.E.A., Saeed, A., Abouelatta, M., " A comparative study between modified mppt algorithms using different types of solar cells ", 2020 2nd International Conference on Smart Power and Internet Energy Systems, SPIES 2020, 2020
  6. Khodair, D., Salem, M.S., Shaker, A., El Munim, H.E.A., Abouelatta, M., " Application of Modified MPPT Algorithms: A Comparative Study between Different Types of Solar Cells ", Applied Solar Energy (English translation of Geliotekhnika), 2020
  7. El-Din, H.K., Abd El Munim, H.E., Mahdi, H., " Engineering specialization recommendation model based on fuzzy analytic hierarchy process ", Journal of Advanced Research in Dynamical and Control Systems, 2020
  8. Imam, H., Abdullah, B.A., Abd El Munim, H.E., " How Images Defects in Street Scenes Affect the Performance of Semantic Segmentation Algorithms ", International Journal of Advanced Computer Science and Applications, 2020
  9. Ali, M.A., Abd El Munim, H.E., Yousef, A.H., Hammad, S., " A Deep Learning Approach for Vehicle Detection ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  10. Yousef, A.H., Abd El Munim, H.E., " A GPU-based elastic shape registration approach in implicit spaces ", Journal of Real-Time Image Processing, 2019
  11. 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
  12. Zakaria, Y., Ali, M.A., El Munim, H.E.A., Yousef, A.H., Ghoneima, M., Hammad, S., " A Novel Vehicle Detection System ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  13. El Munim, H.A., Farag, A.A., " A modified global and elastic icp shape registration for medical imaging applications ", Level Set Method in Medical Imaging Segmentation, 2019
  14. Ahmed, E.M., El Munim, H.E.A., Shehata Bedour, H.M., " An Accelerated Path Planning Approach ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  15. William, E.W., El Munim, H.E.A., Hammad, S., Ghoneima, M., " Camera Pose Estimation: What is the computationally efficient approach? ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  16. Emara, T., Abd El Munim, H.E., Abbas, H.M., " LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation ", arXiv, 2019
  17. Samir, H., El Munim, H.E.A., Aly, G., " Suspicious Human Activity Recognition using Statistical Features ", Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, 2019
  18. Yousef, A.H., Abdelmunim, H.E., " An accelerated shape based segmentation approach adopting the pattern search optimizer ", Ain Shams Engineering Journal, 2018
  19. Samir, H., Abdelmunim, H., Aly, G.M., " Human activity recognition using shape moments and normalized fourier descriptors ", Proceedings of ICCES 2017 12th International Conference on Computer Engineering and Systems, 2018
  20. Elzayat, I.M., Ahmed Saad, M., Mostafa, M.M., Mahmoud Hassan, R., El Munim, H.A., Ghoneima, M., Darweesh, M.S., Mostafa, H., " Real-Time Car Detection-Based Depth Estimation Using Mono Camera ", Proceedings of the International Conference on Microelectronics, ICM, 2018
  21. Mahmoud, A., Ehab, L., Reda, M., Abdelaleem, M., El Munim, H.A., Ghoneima, M., Darweesh, M.S., Mostafa, H., " Real-time lane detection-based line segment detection ", 2018 New Generation of CAS, NGCAS 2018, 2018
  22. 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
  23. Aslan, M.S., Shalaby, A., Abdelmunim, H., Farag, A.A., " Probabilistic shape-based segmentation method using level sets ", IET Computer Vision, 2014
  24. Farag, A.A., Shalaby, A., El Munim, H.A., Farag, A., " Variational shape representation for modeling, elastic registration and segmentation ", Lecture Notes in Computational Vision and Biomechanics, 2014
  25. Abdelrahim, A., Abdelmunim, H., Graham, J., Farag, A., " Novel variational approach for the perspective shape from shading problem using calibrated images ", 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 2013
  26. Shalaby, A., Aslan, M., Abdelmunim, H., Farag, A.A., " 2D PCA-based shape prior for level sets segmentation framework of the vertebral body ", 2012 Cairo International Biomedical Engineering Conference, CIBEC 2012, 2012
  27. Farag, A., Abdelmunim, H., Graham, J., Farag, A.A., Carter, C., Elshazly, S., El-Mogy, M.S., El-Mogy, S., Falk, R., " An AAM-based detection approach of lung nodules from LDCT scans ", Proceedings - International Symposium on Biomedical Imaging, 2012
  28. Farag, A., Graham, J., Abdelmunim, H., Elshazly, S., Ei-Mogy, M., Ei-Mogy, S., Falk, R., Farag, A.A., " Small-size lung nodule modeling and detection with clinical evaluation ", 2012 Cairo International Biomedical Engineering Conference, CIBEC 2012, 2012
  29. Abdelmunim, H., Chen, D., Farag, A.A., Pusateri, R., Carter, C., Miller, M., Farman, A., Tasman, D., " A 3D human teeth database construction based on a point-based shape registration ", Proceedings - International Conference on Image Processing, ICIP, 2011
  30. Aslan, M.S., Abdelmunim, H., Farag, A.A., Arnold, B., Mostafa, E., Xiang, P., " A new shape based segmentation framework using statistical and variational methods ", Proceedings - International Conference on Image Processing, ICIP, 2011
  31. Aslan, M.S., Mostafa, E., Abdelmunim, H., Shalaby, A., Farag, A.A., Arnold, B., " A novel probabilistic simultaneous segmentation and registration using level set ", Proceedings - International Conference on Image Processing, ICIP, 2011
  32. Abdelmunim, H., Farag, A.A., " Elastic shape registration using an incremental free form deformation approach with the ICP algorithm ", Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011
  33. Abdelmunim, H., Farag, A.A., " Elastic shape registration using an incremental free form deformation approach with the ICP algorithm ", Proceedings - International Conference on Image Processing, ICIP, 2011
  34. Abdelrahim, A.S., Abdelrahman, M.A., Abdelmunim, H., Farag, A.A., Miller, M., " Novel image-based 3D reconstruction of the human jaw using shape from shading and feature descriptors ", BMVC 2011 - Proceedings of the British Machine Vision Conference 2011, 2011
  35. Aslan, M.S., Abdelmunim, H., Farag, A.A., " Probabilistic shape-based segmentation using level sets ", Proceedings of the IEEE International Conference on Computer Vision, 2011
  36. Farag, A.A., Abdelmunim, H., Graham, J., Farag, A.A., Elshazly, S., El-Mogy, S., El-Mogy, M., Falk, R., Al-Jafary, S., Mahdi, H., Milam, R., " Variational approach for segmentation of lung nodules ", Proceedings - International Conference on Image Processing, ICIP, 2011
  37. Farag, A., Elhabian, S., Graham, J., Farag, A., Elshazly, S., Falk, R., Mahdi, H., Abdelmunim, H., Al-Ghaafary, S., " Modeling of the lung nodules for detection in LDCT scans ", 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, 2010
  38. Abdelmunim, H., Farag, A.A., Miller, W., AboelGhar, M., " A kidney segmentation approach from DCE-MRI using level sets ", 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops, 2008
  39. Kakadiaris, I.A., Abdelmunim, H., Yang, W., Theoharis, T., " Profile-based face recognition ", 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008, 2008
  40. El Munim, H.E.A., Farag, A.A., " A new global registration approach of medical imaging using vector maps ", 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings, 2007
  41. El Munim, H.A., Farag, A.A., El-Ghar, M.A., El-Diasty, T., " A new shape-based segmentation approach for the DCE-MRI kidney images ", ISSPIT 2007 - 2007 IEEE International Symposium on Signal Processing and Information Technology, 2007
  42. Abd El Munim, H.E., Farag, A.A., Farman, A.G., " A new variational approach for 3D shape registration ", 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings, 2007
  43. Fahmi, R., El-Baz, A.S., El Munim, H.E.A., Farag, A.A., Casanova, M.F., " Classification techniques for autistic vs. Typically developing brain using MRI data ", 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings, 2007
  44. Abd El Munim, H.E., Farag, A.A., " Curve/surface representation and evolution using vector level sets with application to the shape-based segmentation problem ", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007
  45. Abd El Munim, H.E., Farag, A.A., " Elastic registration of the corpus callosum ", Proceedings - International Conference on Image Processing, ICIP, 2007
  46. Elhabian, S.Y., El Munim, H.A., Elshazly, S., Farag, A.A., Aboelghar, M., " Experiments on sensitivity of template matching for lung nodule detection in low dose CT scans ", ISSPIT 2007 - 2007 IEEE International Symposium on Signal Processing and Information Technology, 2007
  47. El Munim, H.A., Farag, A.A., Casanova, M.F., " Frequency-domain analysis of the human brain for studies of autism ", ISSPIT 2007 - 2007 IEEE International Symposium on Signal Processing and Information Technology, 2007
  48. El Munim, H.A., Farag, A.A., " Shape representation and registration using vector distance functions ", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2007
  49. El Munim, H.Abd., Farag, A.A., " A variational approach for shapes registration using vector maps ", Proceedings - International Conference on Image Processing, ICIP, 2006
  50. El-Baz, A.S., Farag, A.A., El Munim, H.A., Yuksel, S.E., " Level set segmentation using statistical shape priors ", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006
  51. El Munim, H.E.A., Farag, A.A., " A shape-based segmentation approach:An improved technique using level sets ", Proceedings of the IEEE International Conference on Computer Vision, 2005
  52. , " Online Signature Recognition And Verification Using (SURF) Algorithm With SVM Kernels ", Journal of Al-Azhar University Engineering Sector 13 (49), 1332-1344, 2018
  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