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Name Dr. Ali Javed
Designation Assistant Professor
Department Software Engineering (Taxila)
Highest Qualification Ph.D. Computer Engineering, UET Taxila & University of Michigan-USA
Specialization Video Summarization, Image Processing, Computer Vision, Software Quality, Multimedia Forensics, Machine Learning, Medical Imaging
Phone No +92-51-9047747
Cell No +92-334-5174516
Fax No +92-51-9047420
Email [email protected]
  • PhD Computer Engineering U.E.T Taxila, Pakistan and University of Michigan, USA, 2016      

           Thesis:: Event Driven Video Summarization for Sports

  • M.Sc. Computer Engineering (GOLD MEDALIST with 4.0/4.0 CGPA) U.E.T Taxila, 2010         

           Thesis:: Video Analytic Algorithm for Handout Extraction from Video Lectures

  • B.Sc. (Hons) Software Engineering (3rd Position in Batch 2003-F) U.E.T Taxila, 2007            

           Thesis:: Fingerprint Biometric based Time and Attendance System

Video Summarization

Medical Image Processing

Multimedia Forensics

Pose Estimation

Object Detection, Tracking and Recognition

Vehicle Classification and Recognition

Gait Recognition

Face Recognition

Video Surveillance

Urdu Optical Character Recognition System

R-SCRUM

Activity Recognition

Recommender System

Music-Speech Segregation

Software process improvements in Agile with CMMI

  • Image Processing
  • Computer Vision
  • Video Content Analysis
  • Multimedia Forensics
  • Machine Learning
  • Software Quality Assurance and Testing

 

Research Statistics

  • Commulative Impact Factor: 45.09
  • Citations - 520
  • i10-Index - 10
  • H-Index - 10

Selected Journal Publications

  1. Khalid Mahmood Malik, Ali Javed, Hafiz Malik, Aun Irtaza, “A Light-weight Replay Detection Framework for Voice Controlled IoT Devices”, IEEE Journal of Selected Topics in Signal Processing, June, 2020 (SCI, IF: 6.688)
  2. Awais Khan, Aun Irtaza, Ali Javed, Tahira Nazir, Hafiz Malik, Khalid Mahmood Malik, Muhammad Ammar, “Defocus Blur Detection using novel Local Directional Mean Patterns (LDMP) and segmentation via KNN Matting”, Frontiers of Computer Science, May 2020 (SCI, IF: 1.129)
  3. Ali Javed, Khalid Mahmood Malik, Aun Irtaza, Hafiz Malik, “A Decision Tree Framework for Shot Classification of Field Sports Videos”, The Journal of Supercomputing, 16 January, 2020 (SCI, IF: 2.16)
  4. Sidra Sajid, Ali Javed, Aun Irtaza, "An Effective Framework for Speech and Music Segregation", International Arab Journal of Information Technology, July 2020. (SCI, IF:0.72).
  5. Sameen Habib, Aun Irtaza,  Nudrat Nida, Muhammad Imran, Ali Javed, "Restoration of Day and Night Foggy Images Using Fuzzy Based Dark Channel Prior", Proceedings of the Pakistan Academy of Sciences 56(4):103-114, April 2020. (HEC recognized Category X)
  6. Abeer Toheed, Ali Javed, et al. “An Automated Framework for Advertisement Detection and Removal from Sports Videos using Audio-Visual Cues” Frontiers of Computer Science, January 2020 (SCI, IF: 1.129)
  7. Saba Sultan, Ali Javed, et al. “A Hybrid Egocentric Video Summarization Method to Improve the Healthcare for Alzheimer Patients”, Journal of Ambient Intelligence and Humanized Computing, 10 Sept, 2019, pp 1-10. (SCI, IF: 1.91).
  8. Tahira Nazir, Aun Irtaza, Zain Shabbir, Ali Javed, M. T. Mahmood, "Diabetic Retinopathy Detection through Novel Tetragonal Local Octa Patterns and Extreme Learning Machines", Artificial Intelligence in Medicine, Elsevier, Vol. 99 August, 2019 (SCI, IF:3.574).
  9. Syeda Rida Fatima, Ali Javed et al., “A Multi-Layer Dual Attention Deep Learning Model with Refined Word Embeddings for Aspect-Based Sentiment Analysis”, IEEE Access, Vol. 7, 22 August 2019, pp. 114795–114807 ( SCI, IF:4.098).
  10. M. Ehtisham-ul-Haq, Ali Javed, et al., “Robust Human Activity Recognition using Multimodal Feature-Level Fusion”, IEEE Access, Vol. 7, 29 April 2019, pp. 60736 – 60751(SCI, IF:4.098).
  11. Zain Shabbir, Aun Irtaza, Ali Javed, M. Tariq Mahmood, “Tetragonal Local Octa-Pattern (T-LOP) based image retrieval using genetically optimized support vector machines” Multimedia Tools and Applications, 7 May 2019, pp. 1-22 (SCI, IF:2.101).
  12. Nudrat Nida, Aun Irtaza, Ali Javed, Muhammad Haroon Yousaf, and Muhammad Tariq Mahmood. "Melanoma lesion detection and segmentation using deep region based convolutional neural network and fuzzy C-means clustering." International Journal of Medical Informatics, Vol 124, pp. 37-48 (2019). (SCI, IF:2.731).
  13. Ali Javed, Syed Aun Irtaza, Hafiz Malik, Muhammad Mahmood, and Syed Muhammad Adnan. "A Multimodal Framework based on Audio-Visual Features for Summarization of Cricket Videos." IET Image Processing Vol 13, No. 4, pp. 615-622, January (2019). (SCI, IF:2.004).
  14. Ali Javed, Aun Irtaza, Yasmeen Khaliq, Hafiz Malik, and Muhammad Tariq Mahmood. "Replay and key-events detection for sports video summarization using confined elliptical local ternary patterns and extreme learning machine." Applied Intelligence (2019): Vol 49, No. 2, pp.1-19. (SCI, IF:2.882).
  15. Minhas, Rabia A., Ali Javed, Aun Irtaza, Muhammad Tariq Mahmood, and Young Bok Joo. "Shot Classification of Field Sports Videos Using AlexNet Convolutional Neural Network." Applied Sciences 9, no. 3 (2019): pp. 1-22. (SCI, IF:2.217).
  16. Syed M. Adnan, Aun Irtaza, Sumair Aziz, M. Obaid Ullah, Ali Javed, Muhammad Tariq Mahmood, “Fall detection through acoustic Local Ternary Patterns”, Applied Acoustics Elsevier, Vol. 140, pp. 296-300, 2018. (SCI, IF:2.29).
  17. Humaira A. Ghafoor, Ali Javed, Aun Irtaza, Hassan Dawood, Hussain Dawood, and Ameen Banjar. "Egocentric Video Summarization Based on People Interaction Using Deep Learning." Mathematical Problems in Engineering 2018 (2018). (SCI, IF:1.129).
  18. Muhammad Jabbar, Qaisar Javaid, Muhammad Arif, Asim Munir, and Ali Javed. "An efficient and intelligent recommender system for mobile platform." Mehran University Research Journal of Engineering and Technology 37, no. 4 (2018): 463-480. (HEC recognized Category X)
  19. Aun Irtaza,Syed M. Adnan,Khawaja Tehseen Ahmed,Arfan Jaffar,Ahmad Khan,Ali Javed and Muhammad Tariq Mahmood,"An Ensemble Based Evolutionary Approach to the Class Imbalance Problem with Applications in CBIR", Applied Sciences, Vol 8, No. 4, March, 2018. (SCI, IF: 1.68)
  20. Sidra Shabbir, Rubab Mehmood, Ali Javed, "A Technique of Code Clone Detection based on Defined Mechanism for Threshold Calculation", Vol 54, No. 04, 2017. (HEC recognized Category Y)
  21. Zia-ur-Rehman, Ali Javed, “Middleware Application for Alerting Forest Fires using Wireless Sensor Network”, Technical Journal UET Taxila, Vol. 22, No. 03, July, 2017. (HEC recognized Category X)
  22. Hikmatullah Khan, Ali Javed, “E-Filing System for Government Offices”, Technical Journal UET Taxila, Vol. 22, No. 01, July, 2017. (HEC recognized Category X)
  23. Ali Javed, Khalid Bajwa, Hafiz Malik, Aun Irtaza, "An Efficient Framework for Automatic Highlights Generation from Sports Videos" IEEE Signal Processing Letters, Vol. 23, No. 7, 2016. (SCI, IF: 2.5

  24. S. Ishtiaq, N. Majeed, M. Maqsood, A. Javed, Improved Scalable Recommender System, The Nucleus, Vol 53 No 3, 2016. (HEC recognized Category Y)

  25. A. Raana, M. A. Azam, M. A. Ghazanfar, A. Javed, Y. Ameen, U. Naeem, C++ BUG CUB: Logical Bug Detection for C++ Code," The Nucleus, Vol 53 No 1, 2016. (HEC recognized Category Y)

  26. M Kamran, Ali Javed, A Survey of Recommender Systems and their Applications in Healthcare, Technical Journal UET Taxila, Vol. 20, No. 04, 2015. (HEC recognized Category X)

  27. Hina Iqbal, Ali Javed, M. Nadeem Majeed, "Working Environment and Software Configuration Management Assimilation using Traceability Enhancement Technique," The Nucleus, Vol 52 No 3, September, 2015. (HEC recognized Category Y)

  28. Bilal Bajwa, M Waqar, Ali Javed, An Effective Quality Model for Evaluating Mobile Websites, Technical Journal UET Taxila, Vol. 20, No. 03, 2015. (HEC recognized Category X)

  29. Saima Nazir, Ali Javed, “Diacritics Recognition Based Urdu Nastalique OCR System " published in The Nucleus, Vol 51 No 3, 2014. (HEC recognized Category Y)

Selected Conference Proceedings

  1. Tahira Nazir, Aun Irtaza, Ali Javed, et al., “Diabetic Retinopathy Detection based on Hybrid Feature Extraction and SVM”, 13thIEEE International Conference on Mathematics, Actuarial, Computer Science and Statistics, 14-15 Dec, 2019.
  2. Faiza Rashid, Aun Irtaza, Nudrat Nida, Ali Javed, Hafiz Malik, Khalid Mahmood Malik, “Segmenting melanoma Lesion using Single Shot Detector (SSD) and Level Set Segmentation Technique”, 13thIEEE International Conference on Mathematics, Actuarial, Computer Science and Statistics, 14-15 Dec, 2019.
  3. Muhammad Haseeb Nasir,Ali Javed, Aun Irtaza, Hafiz Malik, Muhammad Tariq Mahmood, “Event Driven Video Summarization of Cricket”, 7thInternational Conference on Frontiers of Information Technology, Paris, France, 14-16 April, 2018.
  4. Rabia Afzal Minhas, and Ali Javed. "X-EYE: A Bio-smart Secure Navigation Framework for Visually Impaired People." In 2018 International Conference on Signal Processing and Information Security (ICSPIS), pp. 1-4. IEEE, 2018.
  5. Ali Javed, Aun Irtaza, Hafiz malik, Khalid Bashir Bajwa, Muhammad Tariq Mahmood, “Event Driven Video Summarization of Cricket”, 7th International Conference on Frontiers of Information Technology, Paris, France, 14-16 April, 2018.
  6. Syed M. Adnan, Aun Irtaza, Sumair Aziz, Ali Javed, M. Obaid Ullah and  Muhammad Tariq Mahmood . "A Framework for Fall Detection of Elderly People by
    Analyzing Environmental Sounds through Acoustic Local Ternary Patterns."  In Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), 5-8 Oct, 2017

  7. Ali Javed, Khalid Bashir Bajwa, Hafiz Malik, Aun Irtaza, M. Tariq Mahmood, “A Hybrid Approach for Summarization of Cricket Videos” In Proceedings of IEEE-International Conference on Consumer Electronics-Asia, 26-28 October, 2016.

  8. Azhar-ud-din, Ali Javed, Ayesha Hanif, M. Awais Azam, Tassawer Khan, "Development of Postpaid and Prepaid Billing System for ISPs" In Proceedings of IOARP International Conference on Communication and Networks (ICCN), London (United Kingdom), 18-19 December,2015.
  9. Samina Jan, Ali Javed, Muhammad Nadeem Majeed “Quality Category Matrix to ensure the quality of Software Products” In proceedings of International Conference on Software and Information Engineering,(ICSIE), Phuket,(Thailand) May 2012

International Funded Projects

  • Worked as a Postdoctoral Scholar for ForensicExaminer: Testbed for Benchmarking Digital Audio Forensic Algorithms Project funded by the National Science Foundation (NSA)-USA (Award No. 1815724).
  • Worked as a Postdoctoral Scholar for Clinical Decision Support System Tool for Brain Aneursym Detection and Rupture Prediction Project funded by the Brain Aneurysm Foundation-USA.
  • Team Lead for NSF funded project REU Site: Undergraduate Computer Research (UnCoRe) in Cyber Security (Award No. 1852475).

 

Industry Projects

  • Face Recognition and Authentication System (FaRAS) was developed for NESCOM in 2018.

 

Final Year Projects Supervision

  • Digital Steganography (May,2009)
  • Matching a Daylight Camera Image with an Infra red Camera Image (May, 2009)
  • Face Recognition by implementing Principal Component Analysis (May,2010)
  • Human Resource Management System for Elixir Software House (May,2010)

  • License Plate Recognition System (May,2010)

  • Lecture Handout Generation System (June,2011) Won 2nd Prize in 1st Open House, 2011 at U.E.T Taxila

  • Human Resource Information System (June,2011) Online Microfinancing Portal (June,2011) 

  • Android based Inventory Management System (June,2012)

  • Video Analytics Algorithm for Summarization based Surveillance System (June,2012) 
  • Smart Communicator (June,2012) 
  • Geo Data Mapper (June,2012) 
  • Boutique system with 3D Model for Web and Android (June,2012) Won 1st Prize in 2nd Open House, 2012 at U.E.T Taxila
     
  • Acting Chairman Software Engineering Department
  • Class Advisor, Final Year Software Batch
  • Incharge Seminars/ Training/ Workshops conduction in Software Engineering Department
  • Member of Exams Scrutiny Committee for postgraduate program at Software Department
  • Focal Person Open House and Job Fair in Software Department
  • Advisor SOFTDESK Society
  • Executive Member of Teacher Staff Association, UET Taxila, 2013-2014
  • Incharge Trips for Software Engineering Department
  • Mar 28, 2012 to Present: Assistant Professor, Department of Software Engineering, UET Taxila
  • Mar, 2019 to Sep, 2019: Postdoctoral Scholar, Oakland University, Rochester, Michigan, USA
  • May, 2015 to Nov, 2015: PhD Visiting Research Scholar, University of Michigan, Dearborn, USA
  • Apr 14, 2008 to Mar 27, 2012: Lecturer, Department of Software Engineering, UET Taxila
  • Sep 19, 2007 to Apr 13, 2008: Lab Engineer, Department of Software Engineering, UET Taxila

Member- Pakistan Engineering Council (PEC), Registered Engineer, Membership No: Comp/4708

Member- IEEE, Membership No: 93934004

Member- Pakistan Students Association (PSA), University of Michigan-Dearborn, USA, 2015.

Member- Muslim Students Association (MSA), University of Michigan-Dearborn, USA, 2015. 

Life Time Member- Asian Council of Science Editors (ACSE)  

Executive Member- Teaching Staff Association (TSA) UET Taxila, 2013-2014  

 PostGraduate Courses

1. Software Verification & Validation, Spring 2011

2. Software Quality Assurance & Process Improvement, Fall 2011 

3. Digital Image Processing, Spring 2012

4. Software System Quality, Fall 2012

5. Digital Image Processing, Spring 2013

6. Software System Quality, Fall 2013

7. Mobile Application Development, Spring 2014

8. Software System Quality, Fall 2014

9. Management of QA and Software Testing, Spring 2016

10. Software System Quality, Fall 2016

11. Image and Video Processing, Spring 2017.

12. Software System Quality, Fall 2017

13. Image and Video Processing, Spring 2018.

14. Software System Quality, Fall 2018.

15. Software System Quality, Fall 2019.

UnderGraduate Courses

1. Software Design & Architecture, Fall 2007 (2k6-SE) U.E.T TAXILA

2. Software Design & Architecture, Spring 2008 (2k5-SE) U.E.T TAXILA

3. Computer Graphics & Image Processing, Fall 2008 (2k5-SE) U.E.T TAXILA

4. Software Testing, Spring 2009 (2K5-SE) U.E.T TAXILA

5. Computer Graphics & Image Processing, Fall 2009 (2K6-SE) U.E.T TAXILA

6. Advanced Software Technologies, Spring 2010 (2K6-SE) U.E.T TAXILA

7. Software Quality Assurance & management, Spring 2010 (2K7-SE) U.E.T TAXILA

8. Digital Image Processing, Fall 2010(2k7-SE) U.E.T TAXILA

9. Software Requirements Engineering, Fall 2010(2k9-SE) U.E.T TAXILA

10. Digital Image Processing, Spring 2011 (2K8-SE) U.E.T TAXILA

11. Software Quality Assurance, Spring 2011 (2K8-SE) U.E.T TAXILA

12. Software Engineering-I, Summer 2011(2k7-SE) U.E.T TAXILA

13. Digital Image Processing, Summer 2011 (2K7-SE) U.E.T TAXILA

14. Introduction to Software Engineering, Summer 2011 (2K8-SE) U.E.T TAXILA

15. Software Project Management, Fall 2011 (2K8-SE) U.E.T TAXILA

16. Software Quality Assurance, Spring 2012 (2K9-SE) U.E.T TAXILA

17. Digital Image Processing, Spring 2012 (2K9-SE) U.E.T TAXILA

18. Software Quality Engineering, Fall 2012 (2K10-SE) U.E.T TAXILA

19. Software Requirements Engineering, Spring 2013 (2K12-SE) U.E.T TAXILA

20. Digital Image Processing, Fall 2013 (2K10-SE) U.E.T TAXILA

21. Digital Image Processing, Spring 2014 (2K11-SE) U.E.T TAXILA

22. Digital Image Processing, Fall 2014 (2K12-SE) U.E.T TAXILA

23. Digital Image Processing, Spring 2016 (2K13-SE) U.E.T TAXILA

24. Software Quality Engineering, Fall 2016 (2K14-SE) U.E.T TAXILA

25. Digital Image Processing, Spring 2017 (2K14-SE) U.E.T TAXILA

26. Software Testing, Fall 2017 (2K14-SE) U.E.T TAXILA

27. Digital Image Processing, Spring 2018 (2K15-SE) U.E.T TAXILA

28. Software Testing, Fall 2018 (2K15-SE) U.E.T TAXILA

29. Software Testing, Fall 2019 (2K16-SE) U.E.T TAXILA

Labs Conducted

Electronic Devices, Fall 2007 (2K7-TE) U.E.T TAXILA

Machine Learning, Spring 2008 (2K4-SE/CP), U.E.T TAXILA

 

 

  • Acting Chairman, Software Engineering Department , UET Taxila
  • Assistant Professor, Software Engineering Department , UET Taxila
  • postdoctoral Scholar at SMILES Lab, Oakland University, Michigan, USA, 2019.
  • PhD Visiting Research Scholar at ISSF Lab, University of Michigan, USA, 2015.
  • Class Advisor, Final Year Software Batch
  • Lab Director, Software Engineering Laboratory , UET Taxila
  • Advisor SOFTDESK Society of Software Engineering Department , UET Taxila
  • Focal Person Job Fair in Software Department , UET Taxila
  • Visiting Faculty, Software Department Fatima Jinnah Women University
  • 2012-2013
  • Research Monitoring Committee Member for MS Thesis at Military College of Signals, NUST, 2013-2014
  1. Asian Council of Science Editors, Ambassador
  2. Reviewer of IEEE Transactions on Circuits Systems and Video Technology
  3. Reviewer of Journal of Experimental and Theoretical Artificial Intelligence
  4. Reviewer of Journal of Medical Imaging and Health Informatics
  5. Program Committee member of International Conference on Software Engineering and Applications, 2015
  6. Technical Program Committe Member of IEEE International Conference on Frontiers of Information Technology, 2016-2017.
  • Chancellors Gold Medal Awardee in MS Computer Engineering
  • Chancellors Gold Medal Certificate of Excellence Awardee in MS Computer Engineering (4.0/4.0 CGPA)
  • Certificate of Merit Awardee for 3rd Position Overall in BS Software Engineering (Honors) 2003-F Batch
  • International Research Support Initiative Program (IRSIP) Scholarship Awardee of PKR One million from Higher Education Commission Pakistan to conduct PhD research as Visiting PhD Research Scholar at University of Michigan, USA
  • Travel Grant Awardee of PKR 106,845/- from Higher Education Commission Pakistan to present research paper in International Conference on Software & Information Engineering 2012 at Phuket, Thailand
  • Research Grant Awardee of PKR 76,500/- from National ICT R&D Fund for Final Year Project Supervision titled "Mobile Spy Agent" 2013
  • Research Grant Awardee of PKR 66,250/- from National ICT R&D Fund for Final Year Project Supervision titled "An Automated Traffic Congestion and Evasion" 2013-2014
  • Research Grant Awardee of PKR 43,750/- from National ICT R&D Fund for Final Year Project Supervision titled "Mobi Blind Signaling" 2013-2014
  • Research Grant Awardee of PKR 56,250/- from National ICT R&D Fund for Final Year Project Supervision titled "Sign Language Translator and Web Platform" 2014-2015
  • Research Grant Awardee of PKR 90,000/- from UET Taxila for Final Year Project Supervision titled "Citizen Journalist" 2014-2015
  • Research Grant Awardee of PKR 1,25,000/- from UET Taxila for MS Thesis Supervision titled "An Intelligent Recommender System for Discounted Mobile Shopping" 2015-2016
  • Research Grant Awardee of PKR 80,000/- from UET Taxila for MS Thesis Supervision  titled "A Unified Agile Testing Framework for Mobile Applications" 2015-2016
  • Asian Council of Science Editors, Ambassador
  • Travel Grant Awardee of PKR 2,37,253/- from Punjab Higher Education Commission Pakistan to present research paper in International Conference on Consumer Electronics-Asia 2016 at Seoul, Republic of Korea
  • Research Grant Awardee of PKR 1,50,000/- from NESCOM for project titled "Face Recognition and Authentication System (FaRAS) " 2017-2018
  • Travel Grant Awardee of PKR 2.5 Lacs from Higher Education Commission Pakistan to present research paper in 7th International Conference on Frontiers of Information Technology 2018 at Paris, France.
  1. Participated as Author in "International Conference of Software & Information Engineering" to present the research paper on 28th May, 2012 held at Cape Panwa Hotel, Phuket, Thailand
  2. Participated on an exclusive event on "Oracle Solution for Universities and Higher Education" with the Chairman Higher Education Commission on 2nd December, 2010 held at Marriot Hotel Islamabad
  3. Participated in "Modelling of Biological and Active Machine Vision in Robotics" held from 19th to 22nd December, 2008 jointly organized by GET Lab, University of Paderborn Germany and IPC, MCS NUST
  4. Participated as a judge of Mathematics Guru Committee in Computing & Engineering Competition 2008 held at U.E.T Taxila
  5. Participated as an organizer on Active Organizer of Windows Vista Launch event on 30th April, 2007 held at U.E.T Taxila
  6. Participated as an organizer on Active Organizer of Pakistan Developer Conference on 19th June, 2007 held at Serena Hotel Islamabad
  7. Participated as an organizer on International GRAMI Software Competition, 2006 held at U.E.T Taxila
  8. Participated as a Participant on International GRAMI Software Competition, 2006 held at U.E.T Taxila
  9. Participated as a Participant on 4th JAVA Soft Exhibition, 2006 held at U.E.T Taxila
  10. Participated in 1st Interactive Seminar on The Linux Operating System snd Linux Security on 21st April, 2005 held at U.E.T Taxila

HEC Approved PhD Supervisor

MS Thesis Supervision

Students Graduated:: 36

Sidra Islam, MS Software Engineering, UET Taxila, Oct, 2011

        Thesis: “An Intelligent Event Detection and Alarm Based Surveillance Algorithm for Video Summarization”

Rabeea Islam, MS Software Engineering, UET Taxila, Nov, 2012

        Thesis: “An Intelligent Alarm and messaging based Surveillance system for Fall Detection and Absence Recognition of Unaccompanied Child”

Samina Jan, MS Software Engineering, UET Taxila, Nov, 2012

        Thesis: “A customized approach of process improvements in Agile blend with CMMI Practices in Pakistan”

Muazzam Maqsood, MS Software Engineering, UET Taxila, Jan, 2013

        Thesis: “A Layered approach for Railway Track Detection and stacking using satellite imagery”

Arta Iftikhar, MS Software Engineering, UET Taxila, Feb, 2013

        Thesis: “Video Analytic Algorithm for Automatic Vehicle Classification”

Aziz-ur-Rehman, MS Software Engineering, UET Taxila, Mar, 2013

        Thesis: “Location Aware Application using Targeted Approach”

Sadaf Naheed, MS Software Engineering, UET Taxila, Apr, 2013

        Thesis: “Human Identification on the basis of gaits”

Wajeeha batool, MS Software Engineering, UET Taxila, Aug, 2013

        Thesis: “Face Recognition based Video Skimming Algorithm for Theft Prevention”

Zeeshan Aslam, MS Software Engineering, UET Taxila,  Oct, 2013

        Thesis: “An Intelligent Alarm based Visual Eye Tracker for Preventing cheating in exams”

Syed Khurram Shah, MS Software Engineering, UET Taxila, Dec, 2013

        Thesis: “Architecture for ensuring high availability of threads based Grid”

Azhar-ud-din, MS Software Engineering, UET Taxila, Dec, 2013

        Thesis: “Real Time Billing and Failover in AAA (Authentication, Authorization and Accounting)”

Saima Nazir, MS Software Engineering, UET Taxila, Feb,2014

       Thesis: “Urdu Optical Character Recognition System”

Faiza Ayub Syed, MS Software Engineering, UET Taxila, Feb,2014

        Thesis: “Vehicle Make and Model Recognition System”

Adeel Rafeeq, MS Software Engineering, UET Taxila, June,2014

        Thesis: “Automatic Detection and Recognition of Traffic Sign Board under Adverse Condition”

Uzair Iqbal, MS Software Engineering, UET Taxila, Feb,2015

        Thesis: “R-SCRUM: Introduction of Model driven Architecture (MDA) in agile method”

Saym Pervaiz, MS Software Engineering, UET Taxila, May,2015

        Thesis: “Development procedures for Inventory Management with Financial Accounting System”

Arash Korrani, MS Software Engineering, UET Taxila, August,2015

        Thesis: “Implementing HL7 V3 Standard using Windows Phone with Client Server Cache Architecture”

M Kamran, MS Software Engineering, UET Taxila, August,2015

        Thesis: “An Intelligent Medical Recommender System”

Salman Khan, MS Software Engineering, UET Taxila, Oct,2015

        Thesis: “Overcoming the Energy Efficiency Issues in Mobile Cloud Computing”

M Jabbar, MS Software Engineering, UET Taxila, Nov,2015

        Thesis: “An Intelligent Book Recommender System for mobile platform”

Haseeb Nasir, MS Software Engineering, UET Taxila, Feb,2016

        Thesis: “Text Caption based Video Skimming Algorithm for Cricket”

Samia Ishtiaq, MS Software Engineering, UET Taxila, Mar,2016

        Thesis: “Recommender System for Mobile based discounted shopping”

Iram Abdullah, MS Software Engineering, UET Taxila, Mar,2016

        Thesis: “Action Recognition Via Human Pose Estimation”

Hikmat-ullah Khan, MS Software Engineering, UET Taxila, June,2016

        Thesis: “E-Filing System for Government Offices ”

Shamayla Shahzadi, MS Software Engineering, UET Taxila, Aug,2016

Thesis: “A Unified Agile Testing Framework  for Mobile Applications”

Zia-ur-Rehman, MS Software Engineering, UET Taxila, Aug,2016

        Thesis: “Middleware Application for Alerting Forest Fires using Wireless Sensor Network ”

Fatimah Danish Ali, MS Software Engineering, UET Taxila, Aug,2016

        Thesis: “Robust Real-Time Video Streaming Analysis Algorithm for Situation Awareness through Hand Gestures”

Saba Awan, MS Software Engineering, UET Taxila, Mar,2017

        Thesis: “Mining Road Accident Data to Profile Certain Accident Types in order to Improve Road Safety”

Abeer Toheed, MS Software Engineering, UET Taxila, Apr,2017

        Thesis: “An Automated for Advertisement Detection and Removal from Sports Videos using Audio-visual cues”

Sidra Sajid, MS Software Engineering, UET Taxila, Apr,2017

        Thesis: “An Effective Framework for Speech and Music Segregation”

Bushra Zeb, MS Software Engineering, UET Taxila, May,2017

        Thesis: “An Excitement Detection Framework for Automatic Highlights Generation of Sports Videos”

Humaira Abdul Ghafoor, MS Software Engineering, UET Taxila, June,2018

        Thesis: “Egocentric Video Summarization based on People Interaction”

Rabia Afzal Minhas, MS Software Engineering, UET Taxila, June,2018

        Thesis: “Shot Classification of Filed-Sports Videos”

Amen Ali Khan, MS Software Engineering, UET Taxila, Feb,2019

        Thesis: “Replay Detection of sports videos”

Syeda Rida-e-Fatima, MS Software Engineering, UET Taxila, October, 2019

        Thesis: “Sentiment Analysis for Detection of Cyberbullying using Neural Networks"

Fatima Zohra, MS Software Engineering, UET Taxila, Feb,2020

        Thesis: “Survivability Level Prediction of Cardio-Vascular Disease (CVD) Patients by Quantifying the Risk Profile”

Students currently enrolled::6

Tanzeel Rehman, MS Software Engineering, UET Taxila, Aug,2020

        Thesis: “Smart Fatigue Detection System for Driver Safety”

Hafiz Tahir Habib, MS Software Engineering, UET Taxila, Aug,2020

        Thesis: “A Hybrid Framework for Fall Detection using Audio-Visual Features"

Muhammad Umer Farooq, MS Software Engineering, UET Taxila, Feb, 2021

        Thesis: “Deepfakes Detection using Audio-visual Cues”

Farman Ali Khan, MS Software Engineering, UET Taxila, Feb, 2021

         Thesis: “A Hybrid Voice Anti-spoofing Framework”

Yusra Banaras, MS Software Engineering, UET Taxila, Feb, 2021

        Thesis: “Speaker Verification System for ASV systems”

Ayesha, MS Software Engineering, UET Taxila, Feb, 2021

         Thesis: “A Novel Texture Descriptor for Image Retrieval”

PhD Thesis Supervision

Students currently enrolled:5

  1. Iram Abdullah, Fall 2021 (Currently faculty at HITECH University-Taxila, Pakistan)
  2. Umar Ali Khan, Fall 2021 (Currently faculty at Gordon College, Rawalpindi, Pakistan)
  3. Ahmad Adnan, Fall 2021 (Currently Assistant Manager at SPD-Islamabad, Pakistan)
  4. Mariam Nawaz, Fall 2022 (Currently Programmer at UET Taxila, Pakistan)
  5. Momina Masood, Fall 2022 (Currently Programmer at UET Taxila, Pakistan)

MS Thesis Supervision

Students Graduated:36

Sidra Islam, MS Software Engineering, UET Taxila, Fall, 2011 (Faculty at HITECH University-Taxila)

Thesis: “An Intelligent Event Detection and Alarm Based Surveillance Algorithm for Video Summarization”

Rabeea Islam, MS Software Engineering, UET Taxila, Fall, 2012 (N.A)

Thesis: “An Intelligent Alarm and messaging based Surveillance system for Fall Detection and Absence Recognition of Unaccompanied Child”

Samina Jan, MS Software Engineering, UET Taxila, Fall, 2012 (N.A)

Thesis: “A customized approach of process improvements in Agile blend with CMMI Practices in Pakistan”

Muazzam Maqsood, MS Software Engineering, UET Taxila, Spring, 2013 (Currently Faculty at COMSATS Attock, Pakistan)

Thesis: “A Layered approach for Railway Track Detection and stacking using satellite imagery”

Arta Iftikhar, MS Software Engineering, UET Taxila, Spring, 2013 (Currently Faculty at UET Taxila, Pakistan)

Thesis: “Video Analytic Algorithm for Automatic Vehicle Classification”

Aziz-ur-Rehman, MS Software Engineering, UET Taxila, Spring, 2013 (Currently at NETSOL Lahore, Pakistan)

Thesis:“Location Aware Application using Targeted Approach”

Sadaf Naheed, MS Software Engineering, UET Taxila, Spring, 2013 (Currently at MoD, Islamabad, Pakistan)

Thesis:“Human Identification on the basis of gaits”

Wajeeha batool, MS Software Engineering, UET Taxila, Fall, 2013 (Currently Faculty at UET Taxila, Pakistan)

Thesis: “Face Recognition based Video Skimming Algorithm for Theft Prevention”

Zeeshan Aslam, MS Software Engineering, UET Taxila, Fall, 2013 (Currently at WAPDA, Islamabad, Pakistan)

Thesis: “An Intelligent Alarm based Visual Eye Tracker for Preventing cheating in exams”

Syed Khurram Shah, MS Software Engineering, UET Taxila, Fall, 2013 (Currently at Ufone, Islamabad, Pakistan)

Thesis: “Architecture for ensuring high availability of threads-based Grid”

Azhar-ud-din, MS Software Engineering, UET Taxila, Fall, 2013 (Currently at Canada)

Thesis: “Real Time Billing and Failover in AAA (Authentication, Authorization and Accounting)”

Saima Nazir, MS Software Engineering, UET Taxila, Spring, 2014 (Currently Faculty at FJWU, Islamabad, Pakistan)

Thesis: “Urdu Optical Character Recognition System”

Faiza Ayub Syed, MS Software Engineering, UET Taxila, Spring, 2014 (Currently Faculty at GIFT University, Pakistan)

Thesis: “Vehicle Make and Model Recognition System”

Adeel Rafeeq, MS Software Engineering, UET Taxila, Spring, 2014 (Currently PhD Scholar at Jeju National University, South Korea)

Thesis: “Automatic Detection and Recognition of Traffic Sign Board under Adverse Condition”

Uzair Iqbal, MS Software Engineering, UET Taxila, Spring, 2015 (Currently Faculty at NUML, Islamabad, Pakistan)

Thesis: “R-SCRUM: Introduction of Model driven Architecture (MDA) in agile method”

Saym Pervaiz, MS Software Engineering, UET Taxila, Spring, 2015 (Currently Assistant Director at Higher Education Commission Islamabad, Pakistan)

Thesis: “Development procedures for Inventory Management with Financial Accounting System”

Arash Korrani, MS Software Engineering, UET Taxila, Fall, 2015 (Currently Software Consultant at Qatar)

Thesis: “Implementing HL7 V3 Standard using Windows Phone with Client Server Cache Architecture”

M Kamran, MS Software Engineering, UET Taxila, Fall, 2015 (Currently Faculty at COMSATS Attock, Pakistan)

Thesis: “An Intelligent Medical Recommender System”

Salman Khan, MS Software Engineering, UET Taxila, Fall, 2015 (Currently Faculty at UST, Bannu, Pakistan)

Thesis: “Overcoming the Energy Efficiency Issues in Mobile Cloud Computing”

M Jabbar, MS Software Engineering, UET Taxila, Fall,2015 (Currently Faculty at University of Gujrat, Pakistan)

Thesis: “An Intelligent Book Recommender System for mobile platform”

Haseeb Nasir, MS Software Engineering, UET Taxila, Spring, 2016 (Currently Faculty at UMT, Sialkot, Pakistan)

Thesis: “Text Caption based Video Skimming Algorithm for Cricket”

Samia Ishtiaq, MS Software Engineering, UET Taxila, Spring, 2016 (N.A)

Thesis: “Recommender System for Mobile based discounted shopping”

Iram Abdullah, MS Software Engineering, UET Taxila, Spring, 2016 (Currently faculty at Punjab Tainjin University of Engineering and Technology, Pakistan)

Thesis: “Action Recognition Via Human Pose Estimation”

Hikmat-ullah Khan, MS Software Engineering, UET Taxila, Spring, 2016

Thesis: “E-Filing System for Government Offices”

Shamayla Shahzadi, MS Software Engineering, UET Taxila, Fall, 2016 (Currently at Intelligensia Software House, Islamabad, Pakistan)

Thesis:“A Unified Agile Testing Framework for Mobile Applications”

Zia-ur-Rehman, MS Software Engineering, UET Taxila, Fall, 2016 (Currently faculty at UST-Bannu, Pakistan)

Thesis: “Middleware Application for Alerting Forest Fires using Wireless Sensor Network”

Fatimah Danish Ali, MS Software Engineering, UET Taxila, Fall, 2016 (Currently faculty at APCOMS, Pakistan)

Thesis: “Robust Real-Time Video Streaming Analysis Algorithm for Situation Awareness through Hand Gestures”

Saba Awan, MS Software Engineering, UET Taxila, Spring, 2017 (Currently faculty at UET Taxila, Pakistan)

Thesis: “Mining Road Accident Data to Profile Certain Accident Types in order to Improve Road Safety”

Abeer Toheed, MS Software Engineering, UET Taxila, Spring, 2018 (Currently faculty at APCOMS, Pakistan)

Thesis:“An Automated for Advertisement Detection and Removal from Sports Videos using Audio- visual cues”

Sidra Sajid, MS Software Engineering, UET Taxila, Spring, 2018 (Currently working as IT Officer in District Hospital Kalarsayedan, Pakistan)

Thesis: “An Effective Framework for Speech and Music Segregation”

Bushra Zeb, MS Software Engineering, UET Taxila, Spring, 2018

Thesis:“An Excitement Detection Framework for Automatic Highlights Generation of Sports Videos”

Amen Ali, MS Software Engineering, UET Taxila, Fall, 2018.

Thesis: “A Generic method to detect slow motion replays inSports Videos”

Humaira Abdul Ghafoor, MS Software Engineering, UET Taxila, Fall, 2018

Thesis: “Egocentric Video Summarization based on People Interaction”

Rabia Afzal Minhas, MS Software Engineering, UET Taxila, Fall, 2018 (Currently Faculty at Capital University of Science and Technology, Islamabad)

Thesis: “Shot Classification in Sports Videos”

Syeda Rida Fatima, MS Software Engineering, UET Taxila, Fall, 2019

Thesis: “A Multi-Layer Dual Attention Deep Learning Model with Refined Word Embeddings for Aspect-Based Sentiment Analysis”

Fatima Zohra, MS Software Engineering, UET Taxila, Spring, 2020

Thesis: “Survivability Level Prediction of Cardio-Vascular Disease (CVD) Patients by Quantifying the Risk Profile”

Students currently enrolled: 6

Tanzeel Rehman, MS Software Engineering, UET Taxila, Spring, 2020

Thesis: “An Effective Framework for Fatigue Detection”

Hafiz Tahir Habib, MS Software Engineering, UET Taxila, Spring, 2020

Thesis: “A Hybrid Framework of Fall Detection using Audio-Visual Cues”

Muhammad Umer Farooq, MS Software Engineering, UET Taxila, Spring, 2021

Thesis: “Deepfakes Detection using Audio-visual Cues”

Farman Ali Khan, MS Software Engineering, UET Taxila, Spring, 2021

Thesis: “A Hybrid Voice Anti-spoofing Framework”

Yusra Banaras, MS Software Engineering, UET Taxila, Spring, 2021

Thesis: “Speaker Verification System for ASV systems”

Ayesha, MS Software Engineering, UET Taxila, Spring, 2021

Thesis: “A Novel Texture Descriptor for Image Retrieval”

Multimedia Signal Processing (MSP) Research Lab

MSP research lab focuses on generating cutting-edge research results in the field of multimedia signal processing. The research at MSP group focuses on extracting useful information from the multimedia content by analyzing images, videos, and audio signals. MSP is conducting useful research and designs various state-of-the-art computer vision, image and audio processing based applications by using both learning and non-learning-based techniques. The research lab is keen to develop desktop as well as mobile applications for computer vision, image processing, and audio processing using machine learning. The members at MSP research lab also designs various quality engineering frameworks from time to time to evaluate the performance of multimedia signal processing applications. One of the major objectives of MSP research lab is the development of novel technological innovations to support the activities of daily life by using wearable and smart sensors.

The specific application areas associated with research in our lab include:

 
  • Audio Processing: Audio stream analysis for excitement detection, speech and music segregation, speech recognition, audio forensics.

  • Image Processing: Brain Aneurysm Detection and Rupture Prediction, Morphological image processing, tracking and recognition, segmentation, computer vision, image processing for biometrics.

  • Video Processing: Video summarization, deepFakes, surveillance, video analytics, understanding, segmentation, object tracking and recognition, content-based retrieval, activity and gesture recognition, multimedia applications.

Currently, MSP research lab is also working on two funded projects that are: 

  • ForensicExaminer: Testbed for Benchmarking Digital Audio Forensic Algorithms Project funded by the National Science Foundation (NSF)-USA(Award No. 1815724)
  • Clinical Decision Support System Tool for Brain Aneursym Detection and Rupture Prediction Projectfunded by the Brain Aneurysm Foundation-USA.