FACULTY PROFILE – Dr. Samabia Tehsin
Category:
November 13, 2022
AFFILIATIONS | |||
Designation | Senior Associate Professor | ||
Department | Department of Computer Sciences | ||
University | Bahria University Karachi Campus | ||
QUALIFICATION | |||
DEGREE | PASSING YEAR | MAJORS | UNIVERSITY |
PhD | 2014 | Digital Image Analysis, Artificial Intelligence | NUST |
MS | 2007 | Digital Image Analysis | NUST |
BS | 2005 | Software Engineering | APCOMS, NUML |
TEACHING EXPERIENCE | |||
DESIGNATION | FROM | TO | ORGANIZATION |
Senior Associate Professor | July 2021 | To Date | Bahria University Karachi |
Associate Professor | July 2019 | June 2021 |
Bahria University Islamabad |
Senior. Assistant Professor | July 2017 | June 2019 | Bahria University Islamabad |
Assistant Professor | July 2014 | June 2017 | Bahria University Islamabad |
Lecturer | Sep 2011 | June 2014 | Bahria University Islamabad |
Lecturer | Feb 2008 | August 2009 | APCOMS |
PUBLICATIONS | |||
View Publications |
Journal Publications
- M. Hamza, S. Tehsin, H. Karamti and N. S. Alghamdi, “Generation and Detection of Face Morphing Attacks,” in IEEE Access, vol. 10, pp. 72557-72576, 2022 (Impact Factor = 3.47)
- S. Saif, S. Tehseen, S. S. Ali, S. Kausar and A. Jameel, “Generalized Deepfake Video Detection Through Time-Distribution and Metric Learning,” in IT Professional, vol. 24, no. 2, pp. 38-44, 1 March-April 2022 (Impact Factor = 2.62)
- Majid, A., Kausar, S., Tehsin, S., Jameel, A. (2022). A Fast Panoptic Segmentation Network for Self-Driving Scene Understanding. Computer Systems Science and Engineering, 43(1), 27–43.(Impact Factor 1.486)
- Saif, Shahela, Samabia Tehseen, “Deepfake Videos: Synthesis and Detection Techniques – A Survey”, Journal of Intelligent & Fuzzy Systems vol. 42, no. 4, pp. 2989-3009, 2022 (Impact factor 1.64)
- Muhammad Ibrahim Khalil, Samabia Tehsin, Mamoona Humayun, NZ Jhanjhi and Mohammed A. AlZain, “Multi-Scale Network for Segmentation of Organs at Risk in Thoracic CT Images”, CMC-Computers, Materials & Continua, 70(2), 3251–3265, 2022 (Impact factor 3.7)
- Anum Aleem, Samabia Tehseen, Sumaira Kausar and Amina Jameel, “Target Classification of Marine Debris using Deep Learning”, Intelligent Automation & Soft Computing, 32(1), 73–85, 2022 (Impact factor 1.64)
- Maryam Bibi, Anmol Hamid, Samabia Tehseen, “Automated Skin Lesion Detection towards Melanoma”, EAI Endorsed Transactions on Scalable Information Systems, Vol 6, no. 23 (2019) (Emerging Sources Citation Index)
- Saif, Shahela, Samabia Tehseen, and Sumaira Kausar. “A Survey of the Techniques for The Identification and Classification of Human Actions from Visual Data.” Sensors 18, no. 11 (2018): 3979. (Impact factor 2.475)
- Sarmad Shafique and Samabia Tehsin, “Acute Lymphoblastic Leukemia Detection and Classification of Its Subtypes Using Pretrained Deep Convolutional Neural Networks”, Technology in cancer research & treatment 17 (2018): 1533033818802789. (Impact factor 1.64)
- Samabia Tehsin, Sumaira Kausar, “A Fuzzy logic based text tracking method”, NED University Journal of Research, Volume 15 Issue 4, pp 107-116, 2018
- Tehsin, Samabia, et al. “Retinal images benchmark for the detection of diabetic retinopathy and clinically significant macular edema (CSME).” Biomedical Engineering/Biomedizinische Technik 64.3 (2019): 297-307. (Impact factor 1.09)
- Sarmad Shafique and Samabia Tehsin, “Computer-Aided Diagnosis of Acute Lymphoblastic Leukaemia,” Computational and Mathematical Methods in Medicine, vol. 2018, Article ID 6125289, 13 pages, 2018. doi:10.1155/2018/6125289 (Impact factor 1.545)
- Samabia Tehsin, Sumaira Kausar , Amina Jameel, “Automated Leucocytes identification and classification in digital histopathology: A systematic review”, Interciencia Journal, 42(11), pp. 136-149, 2017 (Impact factor 0.28)
- Samabia Tehsin, Sumaira Kausar , “Anatomical Survey Based Feature Vector for Text Pattern Detection”, International journal of Engineering and applied computer science(IJEACS), Volume (2), Issue (3), pp.107-113, Mar 2017.
- Sumaira Kausar, Samabia Tehsin, M. Younus , “Fuzzy Model for parameterized sign language”, International journal of Engineering and applied computer science(IJEACS), Volume (1), Issue (1), pp.22-30, Nov 2016.
- Sumaira Kausar, M. Younus Javed, Samabia Tehsin, and Almas Anjum, “A Novel Mathematical Modeling and Parameterization for Sign Language Classification”, International Journal of Pattern Recognition and Artificial Intelligence Vol. 30, No. 5 (2016) (Impact factor 0.67)
- Sumaira Kausar, M. Younus Javed and Samabia Tehsin , “Vision Based Classification of Pakistani Sign Language”, International Journal of Image, Graphics and Signal Processing IJIGSP Vol. 8, No. 2, February 2016.
- Tehsin, S., Masood, A., Kausar, S., & Javed, Y. A CAPTION TEXT DETECTION METHOD FROM IMAGES/VIDEOS FOR EFFICIENT INDEXING AND RETRIEVAL OF MULTIMEDIA DATA. International Journal of Pattern Recognition and Artificial Intelligence. Vol 29 (1), 2015 (Impact factor 0.67)
- Samabia Tehsin, Asif Masood, Sumaira Kausar, and Fahim Arif, “Fuzzy-Based Segmentation for Variable Font-Sized Text Extraction from Images/Videos,” Mathematical Problems in Engineering, vol. 2014. doi:10.1155/2014/389547 (Impact factor 1.383)
- Samabia Tehsin, Asif Masood and Sumaira Kausar, “ Survey of Region-Based Text Extraction Techniques for Efficient Indexing of Image/Video Retrieval”, International Journal of Image, Graphics and Signal Processing, 2014, 12, pp 53-64
- Tehsin S, Masood A, Kausar S, Javed Y., “Text localization and detection method for born-digital images” IETE J Res 2013;59:343-9 (impact factor:0.2)
- S. Tehsin, A. Masood, S. Kausar, Y. Javed and F. Arif,” Text Localization Challenges and Solutions”, Journal of computing, Volume 4, Issue 9, September 2012,pp 98-102
- Sumaira kausar, M.Younis Javed, Samabia Tehsin,” Feature scruitinization for handgestures”, Journal of computing, Volume 4, Issue 9, September 2012, pp 41-47.
Conference Publications
- M. Qadir, S. Tehsin and S. Kausar, “Detection of Copy Move Forgery in Medical Images Using Deep Learning,” 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS), 2021, pp. 1-6, doi: 10.1109/AIMS52415.2021.9466005.
- A. Iqbal, S. Tehsin, S. Kausar and N. Mishal, “Malicious Image Detection Using Convolutional Neural Network,” 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS), 2021, pp. 1-6, doi: 10.1109/AIMS52415.2021.9466042.
- Sarmad Shafique, Samabia Tehsin, Syed Anas and Farrukh Masud, “ Computer-assisted Acute Lymphoblastic Leukemia detection and diagnosis”, 2nd International Conference on Communication, Computing and Digital Systems (CCODE), 6-7 March 2019.
- Samabia Tehsin, Sikandar Zameer, Shahela Saif, “Myeloma Cell Detection In Bone Marrow Aspiration Using Microscopic Images”, 11th International Conference on Knowledge and Smart Technology (KST), 23-26 January, 2019.
- Samabia Tehsin, and Asif Masood, “Geometrical Analysis Based Text Localization Method”, 18th Int’l Conf. IP, Comp. Vision, and Pattern Recognition, Jul 21-24, 2014, Nevada, USA, pp 554-560
- Tehsin, S. , Kausar, S. ‘Urdu Text Extraction Method from Images’. 18th International Conference on Computer Vision and Image Processing ICCVIP, Oct 18-19, 2014, Dubai, UAE.
- Tehsin, S. , Kausar, S. ‘Anatomical Survey for Text Pattern Detection’. 18th International Conference on Computer Vision and Image Processing ICCVIP, Oct 18-19, 2014, Dubai, UAE.
- Sumaira Kausar, M. Younus Javed, Samabia Tehsin, “Intelligent Feature selection Framework For Sign Language Recognition”, The 7th International Conference on Neural Networks and Artificial Intelligence, October 10-12, 2012, Minsk, Belarus.
- Visualization Methodology for Network Anomaly Detection”, 4th IASTED International Conference on Communication Network and Information Security , 24-26 sep. 2007, California USA, pp 96-100
- Samabia Tehsin, Shoab A Khan, Naveed S Khattak,, “Visualizing Network Traffic as Images for Network Anomaly Detection”, Second International Conference on Informatics , 27-28 Nov 2007, Kuala Lumpur, Malaysia, T4 Communication Systems & Networking, 60-66.
Short Biography
Samabia Tehsin received the M.S. and Ph.D. degrees in computer software engineering with specialization in digital image analysis from the National University of Science and Technology (NUST), Islamabad, Pakistan. She is currently working as a Senior Associate Professor with Bahria University, Karachi. Her research interests include image analysis, machine learning, and multimedia forensics.
List of courses Taught
- Artificial Intelligence
- Data structure and Algorithms
- Computer Vision
- Digital Image Processing
- Research Methodology
- Neural Networks and Fuzzy Logic
- Object Oriented Programming
- Machine Learning etc