Dr. Usama Ijaz Bajwa
Assistant Professor, Computer Science
Area of Interest: Image Processing and Computer Vision ( Biometrics, Medical Image Analysis, Video Analytics )
Tel # (Off): 111-001-007   (251)
HEC approved PhD Supervisor


Dr. Usama Ijaz Bajwa is currently serving as Assistant Professor/ Associate Head of Department (Aug 2017-Jan 2021), Department of Computer Science, COMSATS University Islamabad (CUI), Lahore Campus. He is heading the Machine Perception & Visual Intelligence Research Group (MPVIR). He did his M.S. & PhD from Center for Advance Studies in Engineering (CASE), Islamabad. He completed his MSc in computer science from Hamdard University, Karachi back in 2001.
After his MSc he joined COMSATS Information Technology Center (CITC) as an Assistant System Analyst and as a Lecturer at the Computer Science Department at COMSATS Institute of Information Technology, Abbottabad. After completing his MS, he served as a visiting researcher at the Medical Imaging Lab, University of South Wales, United Kingdom.


Usama's last assignments at CIIT Abbottabad included: Graduate Program Coordinator, Program Chair International Conference on Frontiers of Information Technology (FIT) from 2014-till date, Head Information Security and Image Processing Research Group, along with teaching courses and supervising graduate and under graduate thesis. Before that he served as a Team Lead in an ICT R&D funded project "Automatic Personal Identification Biometric Systems for Large Scale Application" (APIBS). Since January 2008, he has been associated with the Vision and Pattern Recognition Systems (VisPRS) Research Group. The group has successfully completed two R&D projects funded by Ministry of IT and Telecom, Pakistan, related to Biometrics and Video Encoding. During this time he also co-founded a company, Technology Nucleus (Pvt) Ltd.


His main research interests include biometrics, medical image analysis and video analytics. He has authored or co-authored 51 international conference and journal research papers.

Teaching Resource

Personal Website

My Research Group

Detailed Resume

My Startup

Google Scholar Profile

International Conference on Frontiers of Information Technology

 

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FUNDING SECURED

  • Funding of PKR 43.284 Million for establishment of Video Analytics Lab under the National Center in Big Data and Cloud Computing (NCBC) approved by Planning Commission, Govt. of Pakistan (CO PI) 2018.
  • Fundings of FYP projects under the NGIRI program of Ignite (Formerly National ICT R&D Fund)

FELLOWSHIPS

  • Higher Education Commission PhD Scholar
  • Higher Education Commission fellowship for the International Research Support Initiative Program

STARTUPS

  • AGRIASAN (https://agriasan.com/)
  • TECHNOLOGY NUCLEUS Pvt Ltd

AWARDS

  • Best Teacher Award 2017
  • CIIT Research Productivity Awards (2011, 2012, 2013, 2014, 2015, 2016, 2017)
  • Was awarded a scholarship from Ministry of Science & Technology (MoST) Pakistan and 8th in the test held for this scholarship 2000.

TOP FINAL YEAR PROJECTS (Last 2 years)

  • Ifrah Tehleel, Nauman Akram, Jan Muhammad, “Surveilia”, (funded by National Grassroots ICT Research Initiative (2020-21)) (Third Position Fall 2020)
  • Faran Ayyaz, Tehreem Anjum, Faryal Khalid, “Live Bus”, (funded by National Grassroots ICT Research Initiative (2020-21))
  • Hamza Latif, Hassan Sharjeel, “Road Pulse”, (Third Position Fall 2020)
  • Muhammad Maroof, Abdul Wahab, Hassan Shafiq, “Gideon”, (First Position Spring 2020)
  • Waqas Ahmed, Hamza Sadiq, Ali Hassan, “AQI Predictor”, (Second Position Spring 2020)
  • Haris Khan, Umer Riaz, Zaid Ahmad, “Hub ZUH”, (Winner, Web Development Category, Visio Spark 2019)
  • Hamza Tanveer, Laiba Ikram, “Pothole Detection using an Android Application”, (First Position Fall 2019)
  • Ata Ullah Butt, Hasham Alam, Rija Tariq Lodhi, “Pakistan’s Hall of Fame”, (Third Position Fall 2019) (Winner/First Position, All Pakistan DICE Competition 2020)
  • Daneyal Mushtaq, Muhammad Akbar, “Warriors-The Legends of Time”, (Third Position Spring 2019)
  • Nadir Latif, Mujtaba Mushtaq, Shahzada Shah Hussain, “EyeSpy”, (First Position Spring 2019)
  • Moeed Khalid, Ali Raza, “Semantic Labelling of HSR Images”, (First Position FALL 2018) (Distinguished FYP Project Fall 2018) (funded by National Grassroots ICT Research Initiative (2017-18) )
  • Haseeb Ali, Faiz ul Bari, Ansab bin Mehmood, “Wheat Guard”, (Distinguished FYP Project Fall 2018) (Incubated in Plan9’s “Launchpad 13 Challenge”) (Incubated in Plan X as Agriasan company)

Publications:

Book Chapters:
1. Ring EFJ, Jones CD, Ammer K, Plassmann P, Vardasca R, Bajwa UI (2017), "Cooling agents’ effect monitoring when applied to skin of healthy human subjects", Innovative Research in Thermal Imaging for Biology and Medicine, edited by: Joaquim Gabriel, published by: IGI-Global, pp: 79-92, Standard: 978-152-252-072-6    (External URL)
Journal Papers:
1. Ramna Maqsood, Usama Ijaz Bajwa*, Gulshan Saleem, Rana Hammad Raza, Muhammad Waqas Anwar (2021), "Anomaly recognition from surveillance videos using 3D convolution neural network", Multimedia Tools and Applications, pp: 18693-18716 , Vol: 80, Issue: 12, Impact Factor: 2.313    (External URL)
2. Khurram Ejaz, Mohd Shafry Mohd Rahim, Usama Ijaz Bajwa, Huma Chaudhry, Amjad Rehman, Farhan Ejaz (2021), "Hybrid Segmentation Method With Confidence Region Detection For Tumor Identification", IEEE Access, pp: 35256-35278 , Vol: 09, Issue: 00, Impact Factor: 3.745    (External URL)
3. Maimoona Rafiq, Usama Ijaz Bajwa*, Ghulam Gilanie, Muhammad Waqas Anwar (2021), "Reconstruction of Scene Using Corneal Reflection", Multimedia Tools and Applications, pp: 21363-21379 , Vol: 80, Issue: 14, Impact Factor: 2.313    (External URL)
4. Mubbashar Sadddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Hatim A. Aboalsamh, Zulfiqar Habib (2020), "Classification of Authentic and Tampered Video Using Motion Residual and Parasitic Layers", IEEE Access, pp: 56782-56797, Vol: 8, Issue: 1, Impact Factor: 4.098    (External URL)
5. Ghulam Gilanie, Usama Ijaz Bajwa*, Mustansar Mahmood Waraich, Muhammad Waqas Anwar (2020), "Risk-free WHO grading of Astrocytoma using Convolutional Neural Networks from MRI Images", Multimedia Tools and Applications, pp: 4295-4306 , Vol: 80, Issue: 3, Impact Factor: 2.313    (External URL)
6. U I Bajwa*, S Alam, N Haq, N I Ratyal, M W Anwar (2020), "Skin Disease Classification using Neural Network", Current Medical Imaging, pp: 711-719, Vol: 16, Issue: 6, Impact Factor: 0.533    (External URL)
7. Ghulam Gilanie, Usama Ijaz Bajwa*, Mustansar Mahmood Waraich, Zulfiqar Habib (2019), "Automated and Reliable Brain Radiology with Texture Analysis of MRI and Cross dataset Validation", International Journal of Imaging Systems and Technology, pp: 531-538, Vol: 29, Issue: 4, Impact Factor: 1.423    (External URL)
8. Ghulam Gilanie, Usama Ijaz Bajwa*, Mustansar Mahmood Waraich, Zulfiqar Habib (2019), "Computer Aided Diagnosis of Brain Abnormalities Using Texture Analysis of MRI Images", International Journal of Imaging Systems and Technology, pp: 260-271, Vol: 29, Issue: 3, Impact Factor: 1.423    (External URL)
9. Mubbashar Sadddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Zulfiqar Habib (2019), "Spatial Video Forgery Detection and Localization using Texture Analysis of Consecutive Frames", Advances in Electrical and Computer Engineering, pp: 97-108, Vol: 19, Issue: 3, Impact Factor: 0.65    (External URL)
10. N Khan, W Anwar, U I Bajwa, F Ahmad (2019), "Statistical Machine Translation of Indian Languages: A Survey", Neural Computing and Applications , pp: 2455-2467, Vol: 31, Issue: 7, Impact Factor: 4.664    (External URL)
11. G Gilanie, U I Bajwa, M M Waraich, Z H, H Ullah, M Nasir (2018), "Classification of normal and abnormal brain MRI slices using Gabor texture and support vector machines", Signal Image and Video Processing, pp: 479-487, Vol: 12, Issue: 3, Standard: 10.1007/s11760-017-1182-8, Impact Factor: 1.102    (External URL)
12. G Gilanie, H Ullah, M Mehmood, U I Bajwa, Z Habib (2018), "Colored Representation of Brain Gray Scale MRI Images to potentially underscore the variability and sensitivity of images", Current Medical Imaging Reviews , pp: 555-560, Vol: 14, Issue: 4, Standard: 10.2174/1573405613666170502105649, Impact Factor: 0.613    (External URL)
13. U I Bajwa, A A Shah, M W Anwar, G Gilanie, A E Bajwa (2018), "Computer-Aided Detection (CADe) System for Detection of Malignant Lung Nodules in CT Slices – A key for Early Lung Cancer Detection", Current Medical Imaging Reviews, pp: 422-429(8), Vol: 14, Issue: 3, Standard: 10.2174/1573405613666170614083951, Impact Factor: 0.613    (External URL)
14. A. Sikandar, W. Anwar, U. I. Bajwa, X. Wang, M. Sikandar, L. Yao, Z. L. Jiang, Z. Chunkai (2018), "Decision Tree Based Approaches for Detecting Protein Complex in Protein Protein Interaction Network (PPI) via Link and Sequence Analysis", IEEE Access, pp: 22108-22120, Vol: 6, Issue: 1, Impact Factor: 3.244    (External URL)
15. M Sajid, I A Taj, U I Bajwa*, N I Ratyal (2018), "Facial Asymmetry based Age Group Estimation: Role in Recognizing Age-Separated Face Images", Journal of Forensic Sciences, pp: 1727-1749, Vol: 63, Issue: 6, Impact Factor: 1.127    (External URL)
16. A Hannan, A E Bajwa, S Riaz, U Arshad, S Saleem, U I Bajwa (2018), "In vitro Salmonella Typhi Biofilm Formation on Gallstones and its Disruption by Manuka Honey", Pakistan Journal of Pharmaceutical Sciences, pp: 00, Vol: 31, Issue: 1, Impact Factor: 0.682    (External URL)
17. N I Ratyal, I A Taj, U I Bajwa, M Sajid (2018), "Pose and Expression Invariant Alignment based Multi-View 3D Face Recognition", KSII Transactions on Internet and Information Systems, pp: 4903-4929, Vol: 12, Issue: 10, Impact Factor: 0.452    (External URL)
18. Ubaid Ur Rahman, Allah Bux Sargano, Usama Ijaz Bajwa (2017), "Android-Based Verification System for Banknotes", Journal of Imaging, pp: 54, Vol: 3, Issue: 4, Impact Factor: ESCI    (External URL)
19. M Sajid, I A Taj, U I Bajwa, N I Ratyal (2016), "The Role of Facial Asymmetry towards Recognizing Age-Separated Face Images", Computers and Electrical Engineering , pp: 255-270, Vol: 54, Impact Factor: 0.992    (External URL)
20. N I Ratyal, I A Taj, U I Bajwa, M Sajid (2015), "3D Face Recognition Based on Pose and Expression Invariant Alignment", Computers and Electrical Engineering, pp: 241-255, Vol: 46, Impact Factor: 0.992    (External URL)
21. S Ayubi, U I Bajwa, M W Anwar (2015), "Super-Resolution Based Enhancement of Cardiac MR Images", Current Medical Imaging Reviews , pp: 105-113, Vol: 11, Issue: 2, Impact Factor: 1.059    (External URL)
22. S.A.Khan, Waqas Anwar, U.I.Bajwa, X. Wang (2015), "Template Based Affix Stemmer for a Morphologically Rich Language", The International Arab Journal of Information Technology , pp: 146-154, Vol: 12, Issue: 2, Impact Factor: 0.39    (External URL)
23. Akbar H, Hayat K, Haq Nu, Bajwa UI (2014), "Bilateral Symmetry Detection on the Basis of Scale Invariant Feature Transform", PLoS ONE, Vol: 9, Issue: 8, Impact Factor: 3.73    (External URL)
24. M S Sarfraz, N K Tripathi, F S Faruque, U I Bajwa, A Kitamoto, M Souris (2014), "Mapping urban and peri-urban breeding habitats of Aedes mosquitoes using a fuzzy analytical hierarchical process based on climatic and physical parameters", Geospatial Health, Vol: 8, Issue: 3, Impact Factor: 1.00    (External URL)
25. U.I.Bajwa, I.A.Taj, M.W.Anwar, X. Wang (2013), "A Multifaceted Independent Performance Analysis of Facial Subspace Recognition Algorithms", PLoS ONE, Vol: 8, Issue: 2, Impact Factor: 4.092    (External URL)
26. Rehman Z, Anwar W, Bajwa UI, Xuan W, Chaoying Z (2013), "Morpheme Matching Based Text Tokenization for a Scarce Resourced Language", PLoS ONE, Vol: 8, Issue: 8, Impact Factor: 4.092    (External URL)
27. U.I.Bajwa, I.A.Taj, M.W.Anwar (2012), "A unified classifier for robust face recognition based on combining multiple subspace algorithms", Optic Communications, pp: 4324-4332, Vol: 258, Impact Factor: 1.486    (External URL)
28. U.I.Bajwa, I.A.Taj, Z.E.Bhatti (2011), "A Comprehensive Comparative Performance Analysis of Laplacianfaces and Eigenfaces for Face Recognition", The Imaging Science Journal, pp: 32-40, Vol: 59, Issue: 1, Impact Factor: 0.575    (External URL)
29. U.Bajwa, R.Vardasca, F Ring, P Plassmann (2010), "A comparison of Boundary Detection Techniques to Improve Image Analysis in Medical Thermography", The Imaging Science Journal, pp: 12-19, Vol: 58, Issue: 1, Impact Factor: 0.575    (External URL)
30. Vardasca R., Bajwa U. (2008), "Segmentation and Noise Removal on Thermographic Images of Hands", Thermology International, pp: 99-104, Vol: 18, Issue: 2    (External URL)
Conference Papers:
1. Sareya Qayyum, Nimra Aziz, Muhammad Waqas Anwar and Usama Ijaz Bajwa (2020) "Comparison of Parsers Dealing with Text Ambiguity in Natural Language Processing", 7th International Conference on Language and Technology, pp: 29-35   
2. Khurram Ejaz, Mohd Shafy Mohd Rahim, Usama Ijaz Bajwa, Amjad Rehman and Tanzila Saba (2019) "An Unsupervised Learning With Feature Approach for Brain Tumor Identification and Segmentation Using Magnetic Resonance Imaging", 9th International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB 2019), pp: 1-7, Standard: 978-1-4503-6654-0    (External URL)
3. F Ahmad, A Sadiq, M Enriquez A.M., W Anwar, U I Bajwa, M Naseer, S A Khan (2017) "Component based Architecture for the Control of Crossing Regions in Railway Networks", Proceedings of the 16th IEEE International Conference On Machine Learning And Applications IEEE ICMLA 2017   
4. H. Ahmed, M. Umair, A. Murtaza, U. I. Bajwa, R. Vardasca (2017) "Multi Spectral Face Recognition System", Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing: VipIMAGE 2017 conference, pp: 983-997    (External URL)
5. Naeem I. Ratyal, Imtiaz A. Taj, Usama I. Bajwa, M.Sajid, M. J. A. Baig, Faisal M. Butt (2016) "3D Face Recognition based on Region Ensemble and Hybrid Features", Proceedings of the International Conference on Computing, Electronic and Electrical Engineering (ICE Cube), pp: 294-300    (External URL)
6. N Khan, Waqas Anwar, U.I Bajwa, N. Durrani (2013) "English to Urdu Hierarchical Phrase-based Statistical Machine Translation", Proceedings of the IJCNLP-13 Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 72-76    (External URL)
7. S. Iqbal, Waqas Anwar, U.I. Bajwa, Z. Rehman (2013) "Urdu Spell Checking: Reverse Edit Distance Approach", Proceedings of the IJCNLP-13 Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 58-65    (External URL)
8. S.A.Khan, Waqas Anwar, U.I.Bajwa, X. Wang (2012) "A Light Weight Stemmer for Urdu Language: A Scarce Resourced Language", Proceedings of the COLING-12, 3rd Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 69-78    (External URL)
9. F. Jahangir, W. Anwar, U.I.Bajwa, X. Wang (2012) "N-gram and Gazetteer List Based Named Entity Recognition for Urdu: A Scarce Resourced Language", Proceedings of the COLING-12, 10th Workshop on Asian Language Resources (ALR), pp: 95-104    (External URL)
10. Z. Zhang, X. Wang, Waqas Anwar, U.I,Bajwa (2012) "Two Problems of Circle in Image", 10th International Conference on Frontiers of Information Technology, pp: 91-95    (External URL)
11. Sajjad A.Khan, Waqas Anwar, U.I.Bajwa (2011) "Challenges in Developing a Rule based Urdu Stemmer", Proceedings of the IJCNLP-11 Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 46-51    (External URL)
12. Sajjad A.Khan, Waqas Anwar, U.I.Bajwa (2011) "Challenges in Developing a Rule based Urdu Stemmer", Proceedings of the IJCNLP-11 Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 46-51    (External URL)
13. Zobia Rehman, Waqas Anwar, U.I.Bajwa (2011) "Challenges in Urdu Text Tokenization and Sentence Boundary Disambiguation", Proceedings of the IJCNLP-11 Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), pp: 40-45    (External URL)
14. M Ghafoor, U Bajwa, I A Taj (2011) "Fuel Nozzle Spray Pattern Classifier", 9th International Conference on Frontiers of Information Technology (FIT 2011), pp: 303-307    (External URL)
15. Z.E.Bhatti, U.I.Bajwa, I.A.Taj (2009) "Introducing Set of Internal parameters for Laplacian Faces to Enhance performance under Varying Conditions", Proceedings of 13th IEEE International Multitopic Conference (INMIC), pp: 279-283    (External URL)
16. E.F.J. Ring, A.Jung, J.Zuber, P.Rutowski, B.Kalicki, U.Bajwa (2008) "Detecting Fever in Polish Children by Infrared Thermography", Proceedings of 9th International conference on Quantitative InfraRed Thermography, pp: 125-128    (External URL)
17. E.F.J. Ring, R. Vardasca, U.Bajwa (2008) "Monitoring Cooling Agents Applied to the skin of Normal Subjects by Quantitative Thermal Imaging", Proceedings of 9th International conference on Quantitative InfraRed Thermography, pp: 129-134    (External URL)
18. R. Vardasca, U.Bajwa (2007) "Extracting outlines of Hands from Thermal Images", Proceedings of the 2nd Research Student Workshop, University of Glamorgan Business Centre, pp: 12-16, Standard: 978-1-84054-179-3   
19. D Hampson, U I Bajwa (2007) "The Cyber Imago", Institute of Developmental Transactional Analysis (IDTA) conference    

Qualification

PhD
Center for Advanced Studies in Engineering, Pakistan
Apr 2008 to Apr 2013
   
MS
Center for Advanced Studies in Engineering, Pakistan
Sep 2004 to Feb 2006
   
MCS
Hamdard University, Pakistan
1999 to 2001
   

Experience

Program Chair (International Conference on Frontiers of Information Technology)
COMSATS University Islamabad, Lahore Campus
Jan 2014 to Date
   
Assistant Professor
COMSATS University Islamabad, Lahore Campus
Jul 2011 to Date
   
Associate Head of the Department
COMSATS University Islamabad, Lahore Campus
Aug 2017 to Jan 2021
   
Graduate Program Coordinator
COMSATS University Islamabad, Abbottabad Campus
Aug 2013 to Apr 2015
   
Head FYP Evaluation
COMSATS University Islamabad, Abbottabad Campus
Jan 2011 to Jul 2013
   
Lecturer
COMSATS University Islamabad, Abbottabad Campus
Feb 2003 to Jun 2011
   

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