Ayesha Malik

Research Assistant · Senior Researcher

Research assistant with focus on pattern recognition, face recognition systems, and biometric security applications.

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Biography

Ayesha Malik is a Research Assistant at ICVRL specializing in face recognition and biometric security systems. Her work combines traditional pattern recognition techniques with modern deep learning approaches to develop robust identity verification systems.

Research Interests

Face Recognition Pattern Recognition Biometrics Deep Learning Feature Extraction

Education

MS in Computer Science ??? HITEC University Taxila BS in Computer Science ??? [University Placeholder]

Publications (3)

Journal Article

A Comprehensive Survey of Vision Transformers in Medical Imaging

Shams ur Rehman, Muhammad Hamza, Ayesha Malik, Ahmad Khan

ACM Computing Surveys, 2025

Journal Article

GAN-Based Synthetic Data Augmentation for Rare Disease Classification

Muhammad Hamza, Shams ur Rehman, Ayesha Malik

Medical Image Analysis, 2024

Journal Article

Robust Face Recognition Under Occlusion Using Part-Based Feature Fusion

Ayesha Malik, Ahmad Khan, Shams ur Rehman

Pattern Recognition, 2024

Projects

FaceGuard: Robust Facial Recognition Under Adverse Conditions

Active

Advanced face recognition system resilient to occlusion, varying lighting, and pose changes for security applications.

SynMed: Synthetic Medical Data Generation Framework

Completed

A GAN-based framework for generating high-fidelity synthetic medical images to address data scarcity in healthcare AI.