Khattab, Dina

dina.khattab@cis.asu.edu.eg

Interests: Computer Vision, Machine Learning,
Internal ID: rp12344
  • 124 Scopus Citations

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Full Name
Khattab, Dina
 
Scopus Author ID
 
Biography
received the B.S. and M.S.
degrees in scientific computing and the Ph.D.
degree in computer vision in the field of 2-D/3-
D segmentations and deformations from the Faculty
of Computer and Information Sciences, Ain
Shams University, Cairo, Egypt, in 2003, 2008,
and 2016, respectively.
From 2010 to 2011, she has collaborated as a
Guest Researcher with the Group of Computer
Graphics, Max-Planck Institut Informatik (MPII),
Saarland University, Saarbrücken, Germany. Since 2016, she has been a
Lecturer with the Department of Scientific Computing, Faculty of Computer
and Information Sciences, Ain Shams University. Her activity was in
image segmentation and human model deformations. She has participated in
the Summer School of Deep Learning, Las Palmas, Gran Canaria, Spain,
in 2022. She is the author of more than 20 publications with more than
160 citations. Her research interests include self-supervised learning representation
and scene graph generation for visual scene understanding. She has
contributed to numerous computer vision researches, ranging from theory to
design and implementation, with a focus on improving AI models quality.
Shewas a Guest Editor of the Journal of Imaging Special Issue on Advancing
Color Image Processing, in 2021.

Publications

Results 1-13 of 13 (Search time: 0.0 seconds).

Issue DateTitleAuthor(s)
12024DeepFake Detection System using Deep LearningHossieny, Radwa ; Omar Ahmed; Sameh Fekry; Abdullah Metwally; Abdelrahman Abdelwahid; Amer Abdulelmagid; Khattab, Dina 
22024The Effects of Diverse Brain MRI Modalities on Multiple Sclerosis Lesions Segmentation: Comprehensive AnalysisThabet, Rezq Muhammed ; Khattab, Dina ; Howida A. Shedeed ; Maryam Nabil Zakaria Al-Berry 
32024MiT-RelTR: An Advanced Scene Graph-Based Cross-Modal Retrieval Model for Real-Time CapabilitiesEssam, Mohammad; Khattab, Dina ; Howida A. Shedeed 
41-Jan-2023An Enhanced Object Detection Model for Scene Graph GenerationEssam, Mohammad; Khattab, Dina ; Shedeed, Howida A.; Tolba, Mohamed F.
51-Jan-2022Jigsaw Self-Supervised Visual Representation Learning: An Applied Comparative Analysis StudyKawashti, Yomna A. ; Khattab, Dina ; Aref, Mostafa M.
61-Dec-2019Violence Recognition from Videos using Deep Learning TechniquesSoliman, Mohamed Mostafa; Kamal, Mohamed Hussein; El-Massih Nashed, Mina Abd; Mostafa, Youssef Mohamed; Chawky, Bassel Safwat; Khattab, Dina ; YM Mostafa, Youssif Mohamed Mostafa 
720173D mesh segmentation based on unsupervised clusteringKhattab, Dina ; Ebeid, Hala M; Hussein, Ashraf S; Tolba, Mohamed F
82015A comparative study of different color space models using FCM-based automatic GrabCut for image segmentationKhattab, Dina ; Ebied, Hala Mousher; Hussein, Ashraf Saad; Tolba, Mohamed Fahmy
92015Analysis of Automatic Multi-label GrabCut using NPR for natural image segmentationKhattab, Dina ; Ebeid, Hala M; Hussein, Ashraf S; Tolba, Mohamed F
102014Multi-label automatic grabcut for image segmentationKhattab, Dina ; Ebied, Hala M; Hussein, Ashraf S; Tolba, Mohamed F
112008Efficient Face-Based Non-Split Connectivity Compression for Quad and Triangle-Quad Meshes.El-Latif, Yasser M Abd; Abdel-Wahab, Mohammad S; Khattab, Dina ; Tolba, Mohamed F
122007An enhanced edgebreaker compression algorithm for the connectivity of triangular meshes.El-Latif, Yasser M Abd; Abdel-Wahab, Mohammad S; Khattab, Dina ; Tolba, Mohamed F
132004An enhanced WWW-based scientific data visualization service using VRMLAziz, Amr Hassan Abdel; Hussein, Ashraf Saad; Khattab, Dina