Dr. Samabia Tehsin
Category: Faculty
Published on: January 12, 2015
Last updated on October 2nd, 2023
PERSONAL INFORMATION
Name Dr. Samabia Tehsin
Email stehseen.buic@bahria.edu.pk
Phone 9260002 ext 1377
Research Area
Artificial Intelligence, Machine Learning, Digital Image Analysis
Number of Publications Journals = 31
Conferences =13
AFFILIATIONS
Designation Senior Associate Professor
Department Department of Computer Science
University Bahria University Islamabad Campus
QUALIFICATION
DEGREE PASSING YEAR MAJORS UNIVERSITY
PhD 2014 Digital Image analysis, Artificial Intelligence NUST, Islamabad, Pakistan
MS 2007 Digital Image analysis NUST, Islamabad, Pakistan
BE 2005 Software Engineering APCOMS, Pakistan
TEACHING EXPERIENCE
DESIGNATION FROM TO ORGANIZATION
Sr. Associate Professor Jul 2021  till date Bahria University, Islamabad
Associate Professor Jul 2019  June 2021 Bahria University, Islamabad
Sr. Assistant Professor July 2017  Jun 2019 Bahria University, Islamabad
Assistant Professor July 2014  July 2017 Bahria University, Islamabad
Lecturer Sep 2011 Jun 2014 Bahria University, Islamabad
Lecturer Feb 2008 Aug 2009 APCOMS, Pakistan
PUBLICATIONS
Journals:
1 Almufareh, M. F., Tehsin, S., Humayun, M., & Kausar, S. (2023). A transfer learning approach for clinical detection support of monkeypox skin lesions. Diagnostics, 13(8), 1503. (Impact Factor=3.99)
2 Tehsin, S., Kausar, S., Jameel, A., Humayun, M., & Almofarreh, D. K. (2023). Satellite Image Categorization Using Scalable Deep Learning. Applied Sciences, 13(8), 5108. (Impact Factor=2.838)
3 Tehsin S, Kausar S, Jameel A. Diabetic wounds and artificial intelligence: A mini-review. World J Clin Cases 2023; 11(1): 84-91(Impact Factor=1.534)
4 Kanwal, S., Tehsin, S., & Saif, S. Exposing AI Generated Deepfake Images Using Siamese Network with Triplet Loss. COMPUTING AND INFORMATICS, 41(6), 1541–1562, 2022. (Impact Factor=0.974)
5 Hamza M, Tehsin S, Humayun M, Almufareh MF, Alfayad M. A Comprehensive Review of Face Morph Generation and Detection of Fraudulent Identities. Applied Sciences. 2022; 12(24):12545. (Impact Factor=2.838)
6 Mehran, Aaqib, Samabia Tehsin, and Muhammad Hamza. “An effective deep learning model for ship detection from satellite images.” Spatial Information Research (2022): 1-12. (Emerging Sources Citation Index)
7 A. B. Syed, S. Tehsin, and S. Kausar, “Nuclei spotting for computational pathology in microscopic images,” UMT Artif. Intell. Rev., vol. 2, no. 1, pp. 00- 00, 2022
8 A. B. Syed, S. Tehsin, and S. Kausar, “Nuclei spotting for computational pathology in microscopic images,” UMT Artif. Intell. Rev., vol. 2, no. 1, pp. 00- 00, 2022
9 K. Khan and S. Tehsin, “Classification of bone marrow cells for medical diagnosis of acute leukemia,” Journal on Artificial Intelligence, vol. 4, no.1, pp. 1–13, 2022
10 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)
11 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)
12 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)
13 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)
14 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)
15 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)
16 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)
17 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)
18 Samabia Tehsin, Sumaira Kausar, “A Fuzzy logic based text tracking method”, NED University Journal of Research, Volume 15 Issue 4, pp 107-116, 2018
19 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)
20 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)
21 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)
22 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.
23 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.
24 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)
25 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.
26 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)
27 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)
28 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
29 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)
30 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
31 Sumaira kausar, M.Younis Javed, Samabia Tehsin,” Feature scruitinization for handgestures”, Journal of computing, Volume 4, Issue 9, September 2012, pp 41-47.

Conferences:

1 H. A. Khan, S. Tehsin, M. Humayun and G. N. Alwakid, “Detection of Facial Forgery in Digital Images,” 2023 International Conference on Business Analytics for Technology and Security (ICBATS), Dubai, United Arab Emirates, 2023, pp. 1-8, doi: 10.1109/ICBATS57792.2023.10111318.
2 S. Safdar, S. Kausar, S. Tehsin, M. Mahmood and G. Naif Alwakid, “Prediction of Specific Language Impairment in Children using Cepstral Domain Coefficients,” 2023 International Conference on Business Analytics for Technology and Security (ICBATS), Dubai, United Arab Emirates, 2023, pp. 1-11, doi: 10.1109/ICBATS57792.2023.10111341.
3 S. Saif and S. Tehseen, “Evaluating Effectiveness of Using Multi-Features to Differentiate Real from Fake Facial Images,” 2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT), Changzhou, China, 2022, pp. 1-6, doi: 10.1109/ACAIT56212.2022.10137933.
4 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.
5 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.
6 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.
7 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.
8 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
9 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.
10 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.
11 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.
12 Samabia Tehsin, Dr. Shoab Ahmed Khan, ” A Novel Packet Header 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
13 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.