Quaid-i-Azam University, Islamabad
Department of Computer Science 		 
QAU CS Academics Research Faculty Admission  

Syed Muhammad Naqi

Assistant Professor

HEC Approved Supervisor
šŸ“§smnaqi-at-qau-edu-pk
ā˜Ž +92-51-9064-2013
šŸ“Æ Room # 212, Dept. of Computer Science,
     Quaid-i-Azam University, Islamabad, Pakistan

Research Interests

  • Image Processing
  • Computer Vision
  • Medical Image Analysis
  • Pattern Recognition
  • Machine Learning
  • Deep Learning

Teaching

  • MPhil/PhD
    • Advanced Computer Vision
    • Computer Vision
    • Advanced Analysis of Algorithms
  • BS / MSc
    • Data Structures
    • Analysis & Design of Algorithms
    • Computer Graphics
    • Compiler Construction
    • Operating System
    • Introduction to Computing Theory
    • Problem Solving and Programming
    • Computer System

Research Publications

Journal

  1. Divya Ramachandran, Syed Muhammad Naqi, Ganeshkumar Perumal, and Qaisar Abbas. (2023) "DLTN-LOSP: A Novel Deep-Linear-Transition-Network-Based Resource Allocation Model with the Logic Overhead Security Protocol for Cloud Systems." Sensors 23, no. 20 pp. 8448. (Impact Factor: 3.9)
  2. Sahar Gull, Shahzad Akbar, and Syed Muhammad Naqi (2023) "A deep learning approach for multiā€stage classification of brain tumor through magnetic resonance images." International Journal of Imaging Systems and Technology. (Impact Factor: 3.3)
  3. Muhammad Zaheer Sajid, Muhammad Fareed Hamid, Ayman Youssef, Javeria Yasmin, Ganeshkumar Perumal, Imran Qureshi, Syed Muhammad Naqi, and Qaisar Abbas (2023) "DR-NASNet: Automated System to Detect and Classify Diabetic Retinopathy Severity Using Improved Pretrained NASNet Model." Diagnostics 13, no. 16 pp. 2645. (Impact Factor: 3.6)
  4. Ganeshkumar Perumal, Gopalakrishnan Subburayalu, Qaisar Abbas, Syed Muhammad Naqi , and Imran Qureshi (2023) "VBQ-Net: A Novel Vectorization-Based Boost Quantized Network Model for Maximizing the Security Level of IoT System to Prevent Intrusions." Systems 11, no. 8 pp.436. (Impact Factor: 1.9)
  5. Syed Muhammad Naqi, Muhammad Sharif, Arfan Jaffar (2020) ā€œLung Nodule Detection and Classification based on Geometric Fit in Parametric Form and Deep Learning,ā€ Neural Computing and Applications, vol. 32, pp. 4629-4647, (Impact Factor: 5.76)
  6. Syed Muhammad Naqi, Muhammad Sharif, Ikram Ullah Lali (2019) "A 3D nodule candidate detection method supported by hybrid features to reduce false positives in lung nodule detection," Multimedia Tools and Applications, vol. 78(18), pp. 26287-26311, (Impact Factor: 2.1)
  7. Syed Muhammad Naqi, Muhammad Sharif, Mussarat Yasmin, (2018) ā€œMultistage Segmentation Model and SVM-Ensemble for Precise Lung Nodule Detection,ā€ International Journal of Computer Assisted Radiology and Surgery, 13(7) 1083-1095 (Impact Factor: 2.15)
  8. Syed Muhammad Naqi, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes (2018) ā€œLung Nodule Detection Using Polygon Approximation and Hybrid Features from Lung CT Imagesā€, Current Medical Imaging Reviews, 14, no. 1 108-117 (Impact Factor: 0.53)
  9. Syed Muhammad Naqi and Muhammad Sharif (2017) "Recent Developments in Computer Aided Diagnosis for Lung Nodule Detection from CT images: A Review." Current Medical Imaging Reviews, 13, no. 1 3-19. (Impact Factor: 0.53)

Conference

  1. Zahra Abbas, Mario Fiorino, Syed Muhammad Naqi, Musarat Abbas (2023) "COVID-19 Prediction Infrastructure Using Deep Learning", Workshop Proceedings of the 19th International Conference on Intelligent Environments (IE2023), Volume 32
  2. Qurat-ul-Ain, Irfan Mehmood, Syed Muhammad Naqi and M. Arfan Jaffar, (2010),"Bayesian Classification Using DCT Features for Brain Tumor Detection", Knowledge-Based and Intelligent Information and Engineering Systems, LNCS, Volume 6276/2010, p.p. 340-349.

PhD Students

  1. Ambreen Kausar
  2. Hina Rashid

MPhil/MS Students

In Progress

  1. Durr-e-Nayab, "IRU-Net: An Inception Residual U-Net Model for Segmenting Brain Tumors in MRI"
  2. Sana Maqsood , "Multi-Stage Alzheimer's Disease Classification using Deep Learning Features Fusion"
  3. Rafia,"Ovarian Cancer Detection using Deep Learning"
  4. Shahjahan Luni, "Federated Learning based Flood Detection"
  5. Farhana Bibi

Completed

  1. Anam Sahar, "Multi-class Skin Cancer Classification from Dermoscopic Images using Deep Learning" 2023
  2. Muhammad Bilal Farooq, "Early Detection of Skin Cancer in Dermoscopy Images Using Deep Learning", 2023
  3. Zulqarnain, ā€œIdentification of COVID-19 using Convolution Neural Network from X-ray Imagesā€, 2022

BS/M.Sc. Projects Supervised

  1. Muhammad Nasir Khurshid, "AI-Enabled Legal Assistant", 2023
  2. Muhammad Wahab, "AI-Enabled Disaster Management and Communication System", 2023
  3. Hammad Zaheer, "AI-Enabled Extension for Online Meeting Tool (Zoom/Gtm) for Remote Areas Having Low Internet Bandwidth ", 2023
  4. Umair Siddique, "COVID-19 SOP's Monitoring System", 2022
  5. Umer Usman Akhtar, "Active Driver: An Android Application to Measure Drowsiness Level in Drivers",2022
  6. Muhammad Adnan, "Attentive Classroom: A Cross Platform Mobile Application", 2021
  7. Muhammad Kashif, "Vihicle Management and Monitoring System", 2021
  8. Muhammad Zeshan, "Citrus Disease Detecting: A Cross Platform Mobile Application", 2021
  9. Tabib-ur-Rehman, "AlCare: Android-Based Alzheimer Patients Monitoring System", 2021
  10. Sunaina Shafiq, " Ahang: An NLP Based Smartphone Poetry Application", 2021
  11. Zoya Khan, "Corona Meter: A Web Based Application", 2021
  12. Tehreem Sarwar, "Haazir Mechanic", 2020
  13. Arslan Arif, "Smart Gallery: Visual Image Search in Android via Machine Learning", 2019
  14. Natasha Javeed, "MedDelivery: A Delivery and Scheduling Android Application", 2019
  15. Aon Abbas, "Track Finder and Analyzer App", 2019
  16. Danish Ali, "Cheema CCTV Footage Enhancement Tool", 2018
  17. Muhammad Ali, "Image Segmentation Visualizer", 2018
  18. Saima Latif, "QAU Online Election System", 2014
  19. Muhammad Umer, "Person Identification Application", 2014
  20. Mirza Sanam Iqbal, "Garden Quist", 2013
  21. Muhammad Islam, "Traffic Sign Training Simulator", 2013
  22. Ahmed Fraz-ud-Din, "Local Transport Guide for Rawalpindi and Islamabad", 2013
  23. Shekeeb Mushtaq, "Personal Shopping Management System", 2013
  24. Shafaqat Ali, "Event Synchronization", 2012
  25. Muhammad Ayaz, "Online Ambulance Tracking System", 2012
  26. Ali Raza, "Image Watermarking in Social Environment", 2011
  27. Hunny Tufail, "The Event Planner", 2011
  28. Syed Jawad Haider, "Online Students Testing System", 2011
  29. Muhammad Javeed, "Auto Tester: Test-Path Generation Tool for White Box Testing", 2010
  30. Waqas Saleem Khan, "Graph Algorithms Visualization Tool", 2010
  31. Fawad Khaliq, "Digital Map Generation Tool", 2010
  32. Fazal Elahi, "Interactive Algorithm Visualization Tool", 2010
  33. Suleman Mubarik, "Web-based Sale and Purchase Management Information System", 2010
  34. Qamar Ali, "Lead Management System 2009
  35. Tahir Mehmood Abbasi, "HT-Network", 2008
  36. Farina Riaz, "WLCG Log Analyzer and Recovery Tool", 2008
  37. Muhammad Ahsan, "Health Monitoring and Error Recovery System for WLCG Grid", 2008
  38. Atiq-ur-Rehman, "Online Sale Purchase Business Monitoring via PDA System", 2007
  39. Latifullah, "Smart Safe (Backup and Restore Application for Windows CE)", 2007
  40. Asif Rafiq, "Network Resource Information and Management System", 2007
  41. Shafqat Mehmood, "Advance Spam Filter", 2007
  42. Asif Saleem, "Call State Control Server", 2007
  43. Sana Ghaffar, "Call Stat Application Server", 2007
  44. Mansoor-ul-Haq, "Asynchronous Implementation of Radius Server", 2007
  45. Yawar Hadi, "Diameter Server", 2007
  46. Sarfraz Aslam, "Electronics Equipment Inventory Seeker", 2006
  47. Muhammad Faiyaz, "Advcom VOIP Rating & Billing System", 2006
  48. Tehseen Abul Hassan, "Land Mine Detecting Robot", 2006
  49. Rifat Mehmood Satti, "IVR Through Dialogic Card", 2006
  50. Faisal Saleem, "Car Game for Mobile using J2ME", 2006
  51. Awais Masood, "Customer Relationship Management", 2006

Professional Activities

Academic Administrative Activities

  • Member Board of Faculty of Natural Science at Quaid-i-Azam University
  • Member Board of Studies at Quaid-i-Azam University
  • Program Team Member QEC Cell, Quaid-i-Azam University
  • Accreditation Coordinator at Quaid-i-Azam University (2019-2022)
  • Lab Coordinator at Quaid-i-Azam University (2005-2007)
  • Department's M.Sc., MS, MPhil, and PhD Admission Committee Member at Quaid-i-Azam University

Reviewing for Journals

  • Scientific Reports, Nature
  • IEEE Transections on Biomedical Engineering, IEEE
  • Computers and Electrical Engineering, Elsevier
  • IEEE Access
  • Intrnatioanl Journal of Imaging Systems and Technology, Wiley
  • Journal of King Saud University - Computer and Information Sciences, Elsevier
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