Nazia Perwaiz

Assistant Professor
School of Electrical Engineering and Computer Science
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About

Dr. Nazia Perwaiz is working as Assistant Professor in the School of Electrical Engineering and Computer Science. Dr. Nazia Perwaiz has a PhD in AI and Machine Learning . Dr. Nazia Perwaiz has published 15 research articles & conference papers having a citation count of 132 , carried out 1 projects and filed 0 intellectual property.

Research Tags

Artificial Intelligence CNNs Computer Vision object detection and tracking Object recognition Transformers Video Analytics Machine Learning Deep Learning Remote sensing

Research Projects

1

Industry Projects

0

Amount Granted

0.2 M

Publications

15

Citations

132

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Muhammad Moazam Fraz

School of Electrical Engineering and Computer Science
7 Collaborations
Collaborator Image

Muhammad Shahzad

School of Electrical Engineering and Computer Science
7 Collaborations
Collaborator Image

Aisha Shabbir

NUST Institute of Civil Engineering
1 Collaboration

Education

PhD AI and Machine Learning 2016- 2022
NUST, Islamabad , Pakistan
MS Computer Software Engineering 2007- 2011
BSE, Karachi , Pakistan. (Duplicate)
BS Information Technology 2003- 2007
BSE, Karachi , Pakistan. (Duplicate)

Experience

Assistant Professor 2023- Present
School of Electrical Engineering and Computer Science , NUST
Project Manager 2021- 2023
School of Electrical Engineering and Computer Science , NUST
Application Administrator (LMS) 2021- 2021
School of Electrical Engineering and Computer Science , NUST
Application Administrator (LMS) 2014- 2021
School of Electrical Engineering and Computer Science , NUST
LMS Coordinator 2014- 2014
School of Mechanical & Manufacturing Engineering , NUST
LMS Coordinator 2011- 2014
School of Mechanical & Manufacturing Engineering , NUST
Project Manager (NUST-Learning Management System) 2021- 2023
NUST , NUST, Sector H-12, Islamabad ,
Application Administrator 2014- 2021
NUST , H 12, Islamabad ,
LMS Coordinator 2011- 2014
NUST , H-12, Islamabad ,

Awards

Memberships

1
Research Projects
0
Industrial Projects
1
National Projects
0
International Projects
0.2M
Total Funding (PKR)
Monitoring of Aircraft's Engine (Turbo-fan) Performance using AI
Nazia Perwaiz
MS
Ms. Samreen Iqbal
Project Status: Approved_inprocess Rs: 0.2 M Approval Date: N/A Completion Date: N/A
Funding Agency: NESCOM
7
Research Articles
7
Conference Proceedings
0
Books
0
Book Chapters
9
Editorial Activities
Stochastic attentions and context learning for person re-identification 2021
Nazia Perwaiz
Muhammad Moazam Fraz
Muhammad Shahzad
Journal: PeerJ Computer Science, Volume 7, Article Number e447
Impact Factor: 2.411 Citations: 7 Quartile: 2
Ubiquitous vision of transformers for person re-identification 2023
Nazia Perwaiz
Muhammad Shahzad
Muhammad Moazam Fraz
Journal: Machine Vision and Applications, Volume 34, Issue 2, Article Number 27
Impact Factor: 2.983 Citations: 6 Quartile: 2
SDG 9 SDG 11
TransPose Re-ID: transformers for pose invariant person Re-identification 2023
Nazia Perwaiz
Muhammad Shahzad
Muhammad Moazam Fraz
Journal: Journal of Experimental & Theoretical Artificial Intelligence, Pages:14
Impact Factor: 2.296 Citations: 0 Quartile: 3
SDG 8 SDG 9 SDG 17
Person re-identification: A retrospective on domain specific open challenges and future trends 2023
AS
Asmat Zahra
Nazia Perwaiz
Muhammad Shahzad
Muhammad Moazam Fraz
Journal: Pattern Recognition, Volume 142, Article Number: 109669
Impact Factor: 8.0 Citations: 66 Quartile: 1
SDG 8 SDG 11 SDG 16 SDG 17
Smart surveillance with simultaneous person detection and re-identification 2022
Nazia Perwaiz
Muhammad Moazam Fraz
Muhammad Shahzad
Journal: Multimedia Tools and Applications, Pages 1-22
Impact Factor: 2.577 Citations: 4 Quartile: 2
SDG 11
Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping 2022
Nazia Perwaiz
Muhammad Moazam Fraz
Muhammad Shahzad
Journal: Visual Computer, Pages 1-16
Impact Factor: 2.835 Citations: 7 Quartile: 2
SDG 11
Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning 2018
Muhammad Shahzad
Nazia Perwaiz
Muhammad Moazam Fraz
Journal: IEEE Access, Volume: 6 Pages: 77334-77349 , November 2018
Impact Factor: 4.098 Citations: 32 Quartile: 1
KiAtt Fusion: Remote Sensing-Based Water Bodies Segmentation for Environmental Monitoring
Nazia Perwaiz
SA
Saad Sikandar (Sir Syed CASE Institute of Technology)
HA
Hamood ur Rehman (Sir Syed CASE Institute of Technology)
SY
Syed Fakhr Abbas Naqvi (Sir Syed CASE Institute of Technology)
WA
Waqar Aslam (Sir Syed CASE Institute of Technology)
Conference: 2024 4th International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Citations: N/A
SDG 9 SDG 13
SPOTifying the Sentinel-2 Imagery: Harnessing the Power of Attention in Real World Single Image Super-Resolution
Muhammad Moazam Fraz
Zuhair Zafar
Nazia Perwaiz
BO
Bostan Khan
US
Usama Aleem Shami
Conference: International Conference on Asia Pacific Advanced Network (APAN 2024)
Citations: N/A
SDG 2
Leukemia Cancer Classification using Micro Gene Array Dataset
SH
Shifa Fatima
Nazia Perwaiz
Sidra Sultana
Farzana Jabeen
Nazia Perwaiz
Tahira Anwar Lashari
Conference: 21st International Conference on Frontiers of Information Technology (FIT'24)
Citations: N/A
A study on distributed diffusion and its variants
Nazia Perwaiz
MU
Muhammad Younas Javed
Conference: 2009 12th International Conference on Computers and Information Technology
Citations: N/A
Smart Visual Surveillance: Proactive Person Re-identification instead of Impulsive Person Search
Nazia Perwaiz
Muhammad Moazam Fraz
Muhammad Shahzad
Conference: 2020 IEEE 23rd International Multitopic Conference (INMIC)
Citations: N/A
Unveiling the Potential of Vision Transformer Architecture for Person Re-identification
Nazia Perwaiz
M.
M. Shahzad (Technische Universität München)
Muhammad Moazam Fraz
Conference: 2022 24th International Multitopic Conference, INMIC 2022
Citations: 1
Hierarchical Refined Local Associations for Robust Person Re-Identification
Nazia Perwaiz
Muhammad Moazam Fraz
Muhammad Shahzad
Conference: 2019 International Conference on Robotics and Automation in Industry (ICRAI)
Citations: 9
Microsoft CMT 2025
Reviewed Papers for Journals
Impact Factor: N/A
Microsoft CMT 2025
Reviewed Papers for Journals
Impact Factor: -
N/A 2024
Reviewed Papers for Journals
Impact Factor: N/A
N/A 2024
Reviewed Papers for Journals
Impact Factor: N/A
Franklin Open 2025
Reviewed Papers for Journals
Impact Factor: 1.4
Pattern Recognition 2024
Reviewed Papers for Journals
Impact Factor: 7.6
Transactions on Information Forensics & Security 2025
Reviewed Papers for Journals
Impact Factor: 8
Technical Journal UET Taxila 2024
Reviewed Papers for Journals
Impact Factor: -
International Journal on Document Analysis and Recognition 2024
Reviewed Papers for Journals
Impact Factor: 2.3
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0
Total Supervisions
0
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