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 13 research articles & conference papers having a citation count of 123 , carried out 0 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

0

Industry Projects

0

Amount Granted

0.0 M

Publications

13

Citations

123

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Muhammad Shahzad

School of Electrical Engineering and Computer Science
7 Collaborations
Collaborator Image

Muhammad Moazam Fraz

School of Electrical Engineering and Computer Science
7 Collaborations

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

No project records found for this faculty member
7
Research Articles
6
Conference Proceedings
0
Books
0
Book Chapters
0
Editorial Activities
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
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
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: 3 Quartile: 2
SDG 11
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: 58 Quartile: 1
SDG 8 SDG 11 SDG 16 SDG 17
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
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
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
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