Faculty Nazia Perwaiz

Nazia Perwaiz

Assistant Professor
  • School of Electrical Engineering and Computer Science
  • 5190852152
Summary

Academic Background
PhD (AI and Machine Learning) NUST, Islamabad February 01, 2016 - October 04, 2022
Honours and Awards
Publications
Towards Early Alzheimer’s Diagnosis: A Fusion of Cognitive and Genetic Data via Ensemble Learning February 06, 2026 IEEE Access - Volume: 14, Pages 18491-18508
DEEP NEURAL NETWORK APPROACHES FOR AUTISM DETECTION IN CHILDREN USING VOCAL BIOMARKERS: A SURVEY March 30, 2025 Malaysian Journal of Computer Science - Volume:38, No. 1, Pages:99-130
Person re-identification: A retrospective on domain specific open challenges and future trends October 01, 2023 Pattern Recognition - Volume 142, Article Number: 109669
TransPose Re-ID: transformers for pose invariant person Re-identification May 22, 2023 Journal of Experimental & Theoretical Artificial Intelligence - Pages:14
Ubiquitous vision of transformers for person re-identification February 09, 2023 Machine Vision and Applications - Volume 34, Issue 2, Article Number 27
Smart surveillance with simultaneous person detection and re-identification July 19, 2022 Multimedia Tools and Applications - Pages 1-22
Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping July 09, 2022 Visual Computer - Pages 1-16
Stochastic attentions and context learning for person re-identification May 05, 2021 PeerJ Computer Science - Volume 7, Article Number e447
Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning December 07, 2018 IEEE Access - Volume: 6 Pages: 77334-77349 , November 2018
Conferences
Radixpert: A Multimodal Approach to Medical Imaging December 15, 2025 - December 16, 2025 Muhammad Abdul Rafey Farooqi, Areeb Ahmad Chaudhry, Muhammad Yasir Ghaffar, Nazia Perwaiz, Hashir Moheed Kiani, 2025 International Conference on Frontiers of Information Technology (FIT)
Gesture Vox: PSL to Voice System December 15, 2025 - December 16, 2025 Hassan Ali Irtaza, Numaira Atif, Amna Bushra , Sana Sehar, Mohsin Kamal, Nazia Perwaiz, International Conference on Frontiers of Information Technology (FIT)
Leukemia Cancer Classification using Micro Gene Array Dataset December 09, 2024 - December 10, 2024 Shifa Fatima, Nazia Perwaiz, Sidra Sultana, Farzana Jabeen, Nazia Perwaiz, Tahira Anwar Lashari, 21st International Conference on Frontiers of Information Technology (FIT'24)
KiAtt Fusion: Remote Sensing-Based Water Bodies Segmentation for Environmental Monitoring October 22, 2024 - October 23, 2024 Nazia Perwaiz, Saad Sikandar, Hamood ur Rehman, Syed Fakhr Abbas Naqvi, Waqar Aslam, 2024 4th International Conference on Digital Futures and Transformative Technologies (ICoDT2)
SPOTifying the Sentinel-2 Imagery: Harnessing the Power of Attention in Real World Single Image Super-Resolution August 26, 2024 - August 28, 2024 Muhammad Moazam Fraz, Zuhair Zafar, Nazia Perwaiz, Bostan Khan, Usama Aleem Shami, International Conference on Asia Pacific Advanced Network (APAN 2024)
Unveiling the Potential of Vision Transformer Architecture for Person Re-identification October 21, 2022 - October 22, 2022 Nazia Perwaiz, M. Shahzad, Muhammad Moazam Fraz, 2022 24th International Multitopic Conference, INMIC 2022
Smart Visual Surveillance: Proactive Person Re-identification instead of Impulsive Person Search November 05, 2020 - November 07, 2020 Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad, 2020 IEEE 23rd International Multitopic Conference (INMIC)
Hierarchical Refined Local Associations for Robust Person Re-Identification October 21, 2019 - October 22, 2019 Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad, 2019 International Conference on Robotics and Automation in Industry (ICRAI)
A study on distributed diffusion and its variants December 21, 2009 - December 23, 2009 Nazia Perwaiz, Muhammad Younas Javed, 2009 12th International Conference on Computers and Information Technology
Project Manager (NUST-Learning Management System) NUST July 14, 2021 - January 17, 2023
Application Administrator NUST March 19, 2014 - July 13, 2021
LMS Coordinator NUST November 28, 2011 - March 18, 2014