Dr. Sumaira Kausar
Last updated on May 31st, 2022
| Personal Information | ||
| Name | Dr. Sumaira Kausar |  |
| sumairakausar.buic@bahria.edu.pk | ||
| Phone | 9260002 ext 1249 | |
| Research Area | Machine learning, Pattern recognition, image analysis, Artificial intelligence. | |
| Number of Publications | 31 | |
| AFFILIATIONS | |||
| Designation | Associate Professor | ||
| Department | Department of Computer Science | ||
| University | Bahria University Islamabad Campus | ||
| QUALIFICATION | |||
| DEGREE | PASSING YEAR | MAJORS | UNIVERSITY |
| PhD (SE) | 2014 | Pattern Classification | National University of Science & Technology (NUST), Pakistan |
| MS (SE) | 2008 | Pattern classification and image analysis | National University of Science & Technology (NUST), Pakistan |
| MSc | 2005 | Computer Science | Fatima Jinnah Women University, Pakistan |
| EXPERIENCE | |||
| DESIGNATION | FROM | TO | ORGANIZATION |
| Associate Professor | Jul 2019 | Date | Bahria University, Islamabad, Pakistan |
| Sr. Assistant Professor | Feb 2017 | Jun 2019 | Bahria University, Islamabad, Pakistan |
| Assistant Professor | Jul 2014 | Jan 2017 | Bahria University, Islamabad, Pakistan |
| Lecturer | Aug 2011 | June 2014 | Bahria University, Islamabad, Pakistan |
| Visiting Lecturer | Feb. 2009 | Jun. 2011 | NUST, Islamabad, Pakistan |
| Lab Demonstrator | Feb. 2007 | Jan. 2009 | NUST, Islamabad, Pakistan |
| PUBLICATIONS |
Journal Publications
| 1 | Saif, S., Tehseen, S., Ali, S. S., Kausar, S., & Jameel, A. (2022). Generalized Deepfake Video Detection Through Time-Distribution and Metric Learning. IT Professional, 24(2), 38-44 |
| 2 | 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 |
| 3 | Aleem, A., Tehsin, S., Kausar, S., & Jameel, A. (2022). Target Classification of Marine Debris Using Deep Learning. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 32(1), 73-85 |
| 4 | Zaib, M. H., Bashir, F., Qureshi, K. N., Kausar, S., Rizwan, M., & Jeon, G. (2021). Deep learning based cyber bullying early detection using distributed denial of service flow. Multimedia Systems, 1-20 |
| 5 | Baig, R., Bibi, M., Hamid, A., Kausar, S., & Khalid, S. (2020). Deep learning approaches towards skin lesion segmentation and classification from dermoscopic images-a review. Current Medical Imaging, 16(5), 513-533 |
| 6 | Saif, S., Tehseen, S., & Kausar, S. (2018). A survey of the techniques for the identification and classification of human actions from visual data. Sensors, 18(11), 3979 |
| 7 | Taj, S., Asad, U., Azhar, M., & Kausar, S. (2018). Interoperability in IOT based smart home: A review. Review of Computer Engineering Studies, 5(3), 50-55 |
| 8 | Tehsin, S., & Kausar, S. (2018). A Fuzzy Logic Based Text Tracking Method. NED University Journal of Research, 15(4), 107-116 |
| 9 | S. Tehsin, S. Kausar, A. Jameel,(2017) “Automated Leucocytes identification and classification in digital histopathology: A systematic review “, Interciencia Journal,42 (11), 136-149 |
| 10 | Kausar, S., Tehsin, S., & Javed, M. Y. Fuzzy Model for Parameterized Sign Language. International Journal of Engineering and Applied Computer Science (IJEACS), 1(1), 22-30 |
| 11 | Tehsin, S., & Kausar, S. Anatomical Survey Based Feature Vector for Text Pattern Detection. International Journal of Engineering and Applied Computer Science (IJEACS), 2(3), 107-103 |
| 12 | Kausar, S., Javed, M. Y., Tehsin, S., & Anjum, A. (2016). A novel mathematical modeling and parameterization for sign language classification. International Journal of Pattern Recognition and Artificial Intelligence, 30(05), 1650009 |
| 13 | Kausar, S., Javed, M. Y., Tehsin, S., & Riaz, M. (2016). Vision-based classification of Pakistani sign language. International Journal of Image, Graphics and Signal Processing, 8(2), 9-19 |
| 14 | Tehsin, S., Masood, A., Kausar, S., & Javed, Y. (2015). A caption text detection method from images/videos for efficient indexing and retrieval of multimedia data. International Journal of Pattern Recognition and Artificial Intelligence, 29(01), 1555003 |
| 15 | Tehsin, S., Masood, A., & Kausar, S. (2014). Survey of Region-Based Text Extraction Techniques for Efficient Indexing of Image/Video Retrieval. International Journal of Image, Graphics and Signal Processing, 6(12), 53 |
| 16 | Kausar, S., Javed, M. Y., & Khanum, A. (2014). Empirical analysis of signature-based sign language recognition. Mehran University Research Journal of Engineering and Technology, 33(4), 501-513 |
| 17 | Tehsin, S., Masood, A., Kausar, S., & Arif, F. (2014). Fuzzy-based segmentation for variable font-sized text extraction from images/videos. Mathematical Problems in Engineering, 2014 |
| 18 | Tehsin, S., Masood, A., Kausar, S., & Javed, Y. (2013). Text localization and detection method for born-digital images. IETE Journal of Research, 59(4), 343-349 |
| 19 | Tehsin, S., Masood, A., Kausar, S., & Javed, Y & Arif F. (2012). Text Localization Challenges and Solutions. Journal of Computing, 4(9), 98-102 |
| 20 | Kausar, S., Javed, Y & Tehsin, S. (2012) Feature scrutinization for hand gestures. , Journal of Computing, 4(9), 41-48 |
Conference Proceedings
| 1 | Faisal, T., Kausar, S., Multani, M. K., & Parevez, M. (2021, July). Automatic Vertebra Fracture & Classification using Dual Energy X-Ray Absorptiometry. In 2021 IEEE International Conference on Health, Instrumentation & Measurement, and Natural Sciences (InHeNce) (pp. 1-4). IEEE |
| 2 | Iqbal, A., Tehsin, S., Kausar, S., & Mishal, N. (2021, April). Malicious Image Detection Using Convolutional Neural Network. In 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) (pp. 1-6). IEEE |
| 3 | Qadir, M., Tehsin, S., & Kausar, S. (2021, April). Detection of Copy Move Forgery in Medical Images Using Deep Learning. In 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) (pp. 1-6). IEEE |
| 4 | Kausar, S., Multani, M. K., Zahoor, B., & Nazeer, A. (2017, December). Augmented reality based self-treatment using acupressure. In 2017 13th International Conference on Emerging Technologies (ICET) (pp. 1-5). IEEE |
| 5 | S. Tehsin, S. Kausar, “Anatomical Survey for Text Pattern Detection“ International Conference on Computer Vision and Image Processing, Dubai, UAE, (Oct 18-19, 2014) |
| 6 | Tehsin, S., Kausar, S. (2014). ‘Urdu Text Extraction Method from Images’. International Conference on Computer Vision and Image Processing, Dubai, UAE, October 18-19, 2014 |
| 7 | 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 |
| 8 | Kausar, S., & Javed, M. Y. (2011, December). A survey on sign language recognition. In 2011 Frontiers of Information Technology (pp. 95-98). IEEE |
| 9 | Kausar, S., Tariq, S., Riaz, S., & Khanum, A. (2010, October). Guidelines for the selection of elicitation techniques. In 2010 6th International Conference on Emerging Technologies (ICET) (pp. 265-269). IEEE |
| 10 | Kausar, S., Javed, M. Y., & Sohail, S. (2008, August). Recognition of gestures in Pakistani sign language using fuzzy classifier. In Proceedings of the 8th conference on Signal processing, computational geometry and artificial vision (pp. 101-105). World Scientific and Engineering Academy and Society (WSEAS) |
| 11 | Sumaira, K. and Javed, M. Y. (December 2008),, “Feature Analysis for Sign Language Recognition “In Proceedings of the 6th International Workshop on Frontiers of Information Technology (FIT 2008), pp 1-5 |