• Follow Us on
    Facebook

  • Follow Us on
    X

  • Follow Us on
    Instagram

  • Follow Us on
    Linkedin

  • Ads and Tenders
  • Email
    • Student Email Login
    • Staff Email Login
  • Online Portals
    • AU Facilitation Portal
    • Student Facilitation Portal
    • Faculty/Staff Facilitation Portal
    • Facilitation Portal for Outsider
    • Other AU Online Portals
    • Student Portal
    • Faculty/Staff Portal
    • Other AU Online Portals
    • Deans/HoDs Dashboard Portal
    • Attendance Portal
    • Leave Portal
  • Campuses
    • AU South Campus Islamabad
    • AU Kharian Campus
    • AU Karachi Campus
    • AU Multan Campus
    • AU Kamra Campus
  • Affiliated Institutes
    • Fazaia Bilquis College of Education for Women, PAF Nur Khan
    • Fazaia College of Education for Women, Lahore
    • College of Education, Peshawar
    • Aero Medical Institute, PAF Base, Masroor, Karachi
    • Fazaia College of Education for Women, Peshawar
  • Constituent Units
    • Fazaia Medical College, Islamabad
    • Fazaia Ruth Pfau Medical College, Karachi
    • NASTP Institute of Information Technology (NIIT), Lahore
    • College of Aviation Safety Management, Karachi
    • College of Flying Training, Risalpur
    • Fazaia College of Nursing and Allied Health Sciences
  • Jobs
  • Library
  • AULMS
  • AU Alumni Portal
  • Admission Open Fall 2025 (Phase-II)
Air University
  • Home
  • About
  • Admissions
    • Why AU
    • Admission Advertisement
    • Admission Schedule
    • Fee Structure
    • Program Representative
    • Fee Advance Tax
    • Transfer Students
    • Frequently Asked Questions
    • Scholarship
    • Eligibility Criteria
    • Required Document
    • How to apply
    • Admission Prep & Exemptions
    • Late Admission
  • Faculties
    • Faculty of Aerospace & Strategic Studies
    • Institute of Avionics and Aeronautics
    • Faculty of Basic & Applied Sciences
    • Faculty of Computing & Artificial Intelligence
    • Faculty of Engineering
    • Faculty of Social Sciences
    • Faculty of Health Sciences
    • Air University School of Management (AUSOM)
  • Research
    • Air University Journal of Graduate Research
    • Journal of Graduate Studies Research (AUJOGR)
    • Corporum: Journal of Corpus Linguistics (CRC)
    • Erevna Journal of Linguistics and Literature (Erevna)
    • Journal of Business & Economics (JBE)
    • Journal of Statistics & Data Analytical Science(JSDAS)
    • ICRTSDA
    • Center of Excellence for CPEC
    • Erasmus + ReCyP:HER
    • National Center for Cyber Security (NCCS)
    • Research Labs
  • Offices
    • Graduate Studies
    • Planning & Development
    • Placement Office
    • Examination
    • Finance
    • Academics
    • QEC
    • ICO
    • CPD
    • ORIC
  • Counseling & Advisory Services
    • Career Counseling
    • Psychological Counseling
    • Academic Counseling
    • AU Anti Harrasment Policy.
  • AUBIC
  • Contact Us
  • Quick links
    • Sub Quick links
      • Jobs
      • Ads & Tender
      • Library
      • FMC
      • AULMS
      • AUBIC
      • Counseling & Advisory Services
      • Contact Us
    • Email Page
      • Student
      • Staff
      • Microsoft 365
    • Online Portals
      • Staff
      • Student
      • Leave Portal
      • AU Dean/HOD Dashboard Portal
      • Attendance Portal
    • Campuses
      • AU South Islamabad Campus
      • AU Kharian Campus
      • AU Multan Campus
      • AU Kamra Campus
      • AU Karachi Campus
    • Constituent Units
      • College of Aviation Safety Management, Karachi
      • College of Flying Training, Risalpur (CFT)
      • Fazaia Medical College, Islamabad (FMC)
      • Fazaia Ruth pfau Medical College, Karachi (FRPMC)
      • NASTP Institute of Information Technology (NIIT), Lahore
      • Fazaia College of Nursing and Allied Health Sciences (FCNA)
    • Afiliated Institutes
      • Fazaia Bilquis College of Education for Women, PAF Nur Khan
      • Fazaia College of Education for Women, Lahore
      • Aero Medical Institute, PAF Base, Masroor, Karachi
      • Fazaia College of Education, Peshawar
      • College of Education for Women, Peshawar
  • Home
  • About
  • Admission
    • Why AU
    • Admission Advertisement
    • Admission Schedule
    • Fee Structure
    • Program Representative
    • Fee Advance Tax
    • Scholarship
    • Eligibility Criteria
    • Required Document
    • How to apply
    • Admission Prep & Exemptions
    • Late Admission
    • Transfer Students
    • Frequently Asked Questions
  • Scholarship
  • Faculties
    • Faculty of Aerospace & Strategic Studies
    • Institute of Avionics and Aeronautics
    • Faculty of Basic & Applied Sciences
    • Faculty of Engineering
    • Faculty of Social Sciences
    • Faculty of Health Sciences
    • Faculty of Computing & Artificial Intelligence
    • Air University School of Management (AUSOM)
  • Research
    • Research Labs
    • AUJOGR: Journal of Graduate Studies Research
    • Journal of Business & Economics
    • Air University Journal of Graduate Research
    • Corporum: Journal of Corpus Linguistics
    • Journal of Statistics of Data Analytical Science (JSDAS)
    • Center of Excellence for CPEC
    • National Center for Cyber Security
    • Erevna Journal of Linguistics and Literature
    • Erasmus + ReCyP:HER
  • CONTACT
  • Offices
    • Registrar Office
    • Graduate Studies
    • Planning & Development
    • Placement Office
    • Examination
    • Finance
    • Academics
    • QEC
    • ICO
    • CPD
    • ORIC
  • AU Alumni Portal

Computer Science Home Introduction Chair Department Programs Offered Programs Description Research Groups Industrial Advisory Board Societies and Extra Curricular Activities
  • Profile
  • Education
  • Research Publications
  • Research Interest

Dr. Ayesha Saadia
Assistant Professor
Contact Information
  [email protected]
  687 and Google Citation

Education Detail
PhD (Software Engineering) NUST, Pakistan
MS (Computer Science) VU, Pakistan
BS (Computer Science) VU, Pakistan

1. Hassan, M., Ali, S., Kim, J.Y., Saadia, A., Sanaullah, M., Alquhayz, H. and Safdar, K., 2023. Developing a Novel Methodology by Integrating Deep Learning and HMM for Segmentation of Retinal Blood Vessels in Fundus Images. Interdisciplinary Sciences: Computational Life Sciences, pp.1-20.2. Murtza, I., Saadia, A., Basri, R., Imran, A., Almuhaimeed, A. and Alzahrani, A., 2022. Forex Investment Optimization Using Instantaneous Stochastic Gradient Ascent—Formulation of an Adaptive Machine Learning Approach. Sustainability, 14(22), p.15328.3. AlEisa, H.N., Touiti, W., Ali ALHussan, A., Ben Aoun, N., Ejbali, R., Zaied, M. and Saadia, A., 2022. Breast Cancer Classification Using FCN and Beta Wavelet Autoencoder. Computational Intelligence and Neuroscience, 2022.4. Saadia, A. et al., 2018. A speckle noise removal method. Circuits, Systems, and Signal Processing, 37, pp.2639-2650.5. Saadia, A. et al., 2018. Incorporating fractional calculus in echo-cardiographic image denoising. Computers & Electrical Engineering, 67, pp.134-144.6. Saadia, A. et al., 2016. Fractional order integration and fuzzy logic based filter for denoising of echocardiographic image. Computer methods and programs in biomedicine, 137, pp.65-75.Conference Publications1. Saadia, A. et al., 2018, May. Image denoising method by endorsement of neighborhood pixels. In 2018 4th International Conference on Computer and Technology Applications (ICCTA) (pp. 175-178). IEEE.2. Saadia, A. et al, 2016, August. Echocardiography image enhancement using adaptive fractional order derivatives. In 2016 IEEE International Conference on Signal and Image Processing (ICSIP) (pp. 166-169). IEEE.

Research Interest
Medical Image Processing
Document Analysis
Deep Learning
Remote Sensing
Pattern Recognition
Machine and Deep Learning
  • UAN (051-111-AIR-UNI)
  • [email protected]
  • Service Road E-9, Islamabad, Pakistan.

Quick Links

  • Ads and Tender
  • AUBIC
  • AU Social Media Policy & Guidelines
  • Counseling Advisory Services

Quick Links

  • Job Opportunities
  • IT HelpDesk
  • Staff Email
  • Student Email
  • Student Services

Constituent Units

  • College of Flying Training, Risalpur
  • College of Aviation Safety Management, Karachi
  • Fazaia Medical College, Islamabad
  • Fazaia Ruth Pfau Medical College, Karachi
  • NASTP Institute of Information Technology (NIIT), Lahore
  • Fazaia College of Nursing & Allied Health Sciences

Affiliated Institutes

  • Aero Medical Institute, PAF Base, Masroor, Karachi
  • Fazaia Bilquis College of Education for Women, PAF Nur Khan
  • College of Education, Peshawar
  • College of Education for Women, Peshawar
  • Fazaia College of Education for Women, Lahore

AU UAN

  • 051-111-247-864

Address

  • Main Campus PAF Complex E-9 Islamabad.

Location Map


© Air University Islamabad. All rights reserved.