الأبحاث

لمياء عبد الله احمد الرفاعى

أستاذ

كلية الهندسة بشبرا الهندسة الكهربائية

Soad Almabdy and Lamiaa Elrefaei, " An Overview of Deep Learning Techniques for Biometric Systems", in Book: Proceeding of Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications. Studies in Computational Intelligence 2021, vol 912. Springer, Cham, p. 127-170. DOI:10.1007/978-3-030-51920-9_8

2020

Soad Almabdy and Lamiaa Elrefaei, "Deep Convolutional Neural Network-Based Approaches for Face Recognition", Applied Sciences-Basel, vol: 9, No.20, pp. 4397, 2019. Doi:10.3390/app9204397

MDPI 2019

Reem Bashmail, Lamiaa A. Elrefaei, and Wadee Alhalabi, “Automatic Segmentation of Chromosome Cells”, In: Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018. AISI 2018. Advances in Intelligent Systems and Computing, Vol. 845. Springer, Cham, p.654- 663. DOI:10.1007/978-3-319-99010-1_60

Springer, Cham 2019

Norah Abdullah Al-johani and Lamiaa A. Elrefaei, “Dorsal Hand Vein Recognition by Convolutional Neural Networks: Feature Learning and Transfer Learning Approaches”, International Journal of Intelligent Engineering and Systems, Vol.12, No.3, P.178-191, June 2019. DOI: 10.22266/ijies2019.0630.19

2019

Lamiaa A. Elrefaei, Bshaer Azan, Sameera Hakami, and Safiah Melebari, “Jcave: A 3D Interactive Game to Assist Home Physiotherapy Rehabilitation”, The International Journal of Multimedia & Its Applications (IJMA), Vol.11, No.2, p.1-20, April 2019. DOI: 10.5121/ijma.2019.11201

2019

Arwa S. Al-Shannaq and Lamiaa A. Elrefaei, "Comprehensive Analysis of The Literature For Age Estimation From Facial Images", IEEE Access, Vol.7, No.1, pp. 93229 - 93249, July 2019. DOI: 10.1109/ACCESS.2019.2927825

IEEE 2019

Maram G Alaslni and Lamiaa A Elrefaei, "Transfer Learning With Convolutional Neural Networks For Iris Recognition", International Journal Of Artificial Intelligence & Applications, vol: 10, No.5, pp. 49-66, September 2019. DOI: 10.5121/ijaia.2019.10505

2019

Lamiaa A. Elrefaei and Ashwaq M. Al-Mohammadi, "Machine Vision Gait-Based Biometric Cryptosystem Using A Fuzzy Commitment Scheme", Journal of King Saud University-Computer and Information Sciences (Elsevier), first online 2 November 2019, DOI: 10.1016/j.jksuci.2019.10.011

(Elsevier) 2019

Muna O. AlMasawa, Lamiaa A. Elrefaei, and Kawthar Moria, " A Survey on Deep Learning Based Person Re-Identification Systems", IEEE Access, Vol.7, No.1, pp. 175228-175247, December 2019, DOI: 10.1109/ACCESS.2019.2957336

IEEE 2019

Heyam M. Bin Jahlan, and Lamiaa A. Elrefaei, “Detecting Violence in Video Based on Deep Features Fusion Technique”, in the IIXth International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2019), December 11-13, 2019, Sidi Bou Said, Tunis.

2019

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Electrical Engineering