NUST Research Collaborate Portal

Hammad Raza

Defence Faculty

Pakistan Navy Engineering College

About

Dr. Hammad Raza is working as Defence Faculty in the Pakistan Navy Engineering College. Dr. Hammad Raza has a PhD in Computer Vision, Rfid, Sensor Fusion, Machine Learning . Dr. Hammad Raza has published 30 research articles & conference papers having a citation count of 318 , carried out 0 projects and filed 0 intellectual property.

Research Tags

Artifical Intelligence Compuet Vision Vedio Analytics pattern Recognition

Research Projects

Industry Projects

Amount Granted

0.0 M

Publications

Citations

318

Intellectual Property

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Research Collaborators

MUHAMMAD UMAR FAROOQ

Pakistan Navy Engineering College

2 Collaborations

Adeel Yousaf

Pakistan Navy Engineering College

1 Collaboration

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No project records found for this faculty member

Research Articles

Conference Proceedings

Books

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Editorial Activities

Fire and smoke detection using two-stream spatiotemporal network 2025

Rafaqat Alam Khan (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Muhammad Waqas Anwar (GC University Lahore)

Journal: Neural Computing and Applications, Pages 1-25

Impact Factor: N/A Citations: 0 Quartile: N/A

Toward human activity recognition: a survey 2022

Gulshan Saleem (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Journal: Neural Computing and Applications, Pages 1-38

Impact Factor: 6.0 Citations: 108 Quartile: 2

Efficient anomaly recognition using surveillance videos 2022

Gulshan Saleem (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Fayez Hussain Alqahtani (King Saud University)

Amr Tolba (King Saud University)

Feng Xia (Federation University Australia)

Journal: PeerJ Computer Science, Volume 8, Article Number e1117

Impact Factor: 3.8 Citations: 6 Quartile: 2

Multi-camera person re-identification using spatiotemporal context modeling 2023

Fatima Zulfiqar (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Journal: Neural Computing and Applications, Pages 1-26

Impact Factor: 6.0 Citations: 2 Quartile: 2

A robust deep networks based multi-object multi-camera tracking system for city scale traffic 2023

Muhammad Imran Zaman (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Gulshan Saleem (COMSATS University Islamabad)

Hammad Raza

Journal: Multimedia Tools and Applications, Pages 1-19

Impact Factor: 3.6 Citations: 8 Quartile: 2

Beyond boundaries: Advancements in fire and smoke detection for indoor and outdoor surveillance feeds 2025

Rafaqat Alam Khan (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Muhammad Waqas Anwar (GC University Lahore)

Journal: Engineering Applications of Artificial Intelligence, Volume:142, Article Number 109855

Impact Factor: 8.00 Citations: 2 Quartile: 1

SurveillanceNet: Spatio-temporal anomaly identification in surveillance videos using two-stream CNN and LSTM 2025

Muhammad Salman Ghauri (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Gulshan Saleem (University of Central Punjab)

Hammad Raza

Muhammad Waqas Anwar (GC University Lahore)

Journal: Multimedia Tools and Applications, Pages 1-25

Impact Factor: N/A Citations: 0 Quartile: N/A

Printed Circuit Board identification using Deep Convolutional Neural Networks to facilitate recycling 2022

Iftikhar A. Soomro (Cranfield University)

Anser Ahmad

Hammad Raza

Journal: Resources, Conservation and Recycling, Volume 177, Article Number 105963

Impact Factor: 10.204 Citations: 26 Quartile: 1

Adaptive stochastic segmentation via energy-convergence for brain tumor in MR images 2017

LubnaFarhi (-)

Adeel Yousaf

Hammad Raza

Journal: Journal of Visual Communication and Image Representation, Volume: 46, Pages: 303-311

Impact Factor: 1.836 Citations: 31 Quartile: 2

Edge-Enhanced TempoFuseNet: A Two-Stream Framework for Intelligent Multiclass Video Anomaly Recognition in 5G and IoT Environments 2024

Gulshan Saleem (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Fan Zhang (Zhejiang University)

Journal: Future Internet, Volume 16, Issue 3, Article Number 83

Impact Factor: 2.800 Citations: 4 Quartile: 2

Leveraging coverless image steganography to hide secret information by generating anime characters using GAN 2024

Hafiz Abdul Rehman (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Hammad Raza

Sultan Alfarhood (King Saud University)

Mejdl Safran (King Saud University)

Fan Zhang (Zhejiang University)

Journal: Expert Systems with Applications, Volume 248, Article Number 123420

Impact Factor: 8.5 Citations: 13 Quartile: 1

Anomaly Recognition from Surveillance Videos using 3D Convolution Neural Network 2021

Ramna Maqsood (COMSATS University Islamabad)

Gulshan Saleem (COMSATS University Islamabad)

Usama Ijaz Bajwa (COMSATS University Islamabad)

Muhammad Waqas Anwar (COMSATS University Islamabad)

Hammad Raza

Journal: Multimedia Tools and Applications, Volume 80, Pages 18693-18716

Impact Factor: 2.577 Citations: 73 Quartile: 2

Efficient Video-based Vehicle Queue Length Estimation using Computer Vision and Deep Learning for an Urban Traffic Scenario 2021

Muhammad Umair Arif

MUHAMMAD UMAR FAROOQ

Hammad Raza

Qian Chen (University of Toronto)

Baher Abdulhai (University of Toronto)

Journal: Processes, Volume 9(10), Article Number 1786

Impact Factor: 2.847 Citations: 23 Quartile: 3

Using Relaxation to Fuse RFID and Vision for object tracking outdoors 2014

Hammad Raza

George C. Stockman (Michigan State University.)

Journal: International Journal of Computers and their Applications, International Journal of Computers and their Applications

Impact Factor: - Citations: 0 Quartile: N/A

A Comprehensive Review of Vehicle Detection Techniques under Varying Moving Cast Shadow Conditions using Computer Vision and Deep Learning 2022

Muhammad Umair Arif

MUHAMMAD UMAR FAROOQ

Hammad Raza

Zain Lodhi (Harbin Institute of Technology)

Muhammad Abdur Rehman Hashmi (University College London)

Journal: IEEE Access, Volume 10, Pages 104863-104886

Impact Factor: 3.476 Citations: 15 Quartile: 2

Novel DEMON Spectra Analysis Techniques and Empirical Knowledge Based Reference Criterion for Acoustic Signal Classification 2022

Muhammad Abdur Rehman Hashmi (University College London)

Hammad Raza

Journal: Journal of Electrical Engineering & Technology, Pages 1-18

Impact Factor: 1.528 Citations: 4 Quartile: 4

Degradation model and attention guided distillation approach for low resolution face recognition 2024

Mohsin Ullah (Capital University of Science and Technology (CUST))

Dr Imtiaz Ahmed Taj (Capital University of Science and Technology (CUST))

Hammad Raza

Journal: Expert Systems with Applications, Volume 243, Article Number: 122882

Impact Factor: 8.5 Citations: 3 Quartile: 1

Improved Vehicle Logo Detection and Recognition for Complex Traffic Environments Using Deep Learning Based Unwarping of Extracted Logo Regions in Varying Angles

Zamra Sultan

MUHAMMAD UMAR FAROOQ

Hammad Raza

Conference: Digital Interaction and Machine Intelligence

Citations: N/A

Performance Comparison of Deep Residual Networks-Based Super Resolution Algorithms Using Thermal Images: Case Study of Crowd Counting

Syed Zeeshan Rizvi

MUHAMMAD UMAR FAROOQ

Hammad Raza

Conference: 9th Machine Intelligence and Digital Interaction Conference

Citations: N/A

Fine-Grained Vehicle Classification in Urban Traffic Scenes using Deep Learning

Syeda Aneeba Najeeb (-)

Hammad Raza

Adeel Yousaf

Zamra Sultan (-)

Conference: 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP)

Citations: N/A

Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment

Muhammad Ali Farooq (National University of Ireland)

Ammar Ali Khan (-)

Ansar Ahmad (-)

Hammad Raza

Conference: 8th Machine Intelligence and Digital Interaction Conference

Citations: N/A

Landmark based Audio Fingerprinting for Naval Vessels

Muhammad Abdur Rehman Hashmi (-)

Hammad Raza

Conference: 2016 International Conference on Frontiers of Information Technology

Citations: N/A

Evaluating Effect of Block Size in Compressed Sensing for Grayscale Images

Muhammad Abdur Rehman Hashmi (-)

Hammad Raza

Conference: 2017 International Conference on Frontiers of Information Technology

Citations: N/A

Detection and Classification of Vehicles in Varying Complexity of Urban Traffic Scenes

Muhammad Umair Arif (-)

Zain ul Aabidin Lodhi (-)

Maheen Khan (Bahria University Karachi Campus)

Hammad Raza

Conference: Video Surveillance and Transportation Imaging Applications 2016

Citations: N/A

Automatic Lesion Detection Systems (ALDS) for Skin Cancer Classification using SVM and Neural Classifers

Muhammad Ali Farooq (-)

Muhammad Aatif Mobeen Azhar (-)

Hammad Raza

Conference: 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering

Citations: N/A

Comparative analysis of vehicle detection in urban traffic environment using Haar cascaded classifiers and blob statistics

Yumnah Hasan (Bahria University)

Muhammad Umair Arif (Bahria University)

Amad Asif

Hammad Raza

Conference: Future Technologies Conference (FTC) 2016

Citations: N/A

Quantifying the causal interactions in the brain using a measure of directed transinformation

Hammad Raza

Selin Aviyente (Michigan State University)

Conference: Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Citations: N/A

Target tracking and surveillance by fusing Stereo and RFID information

Hammad Raza

George C. Stockman (Michigan State University)

Conference: Proceedings of SPIE - The International Society for Optical Engineering 8392:46

Citations: N/A

Detection & Classification of Vehicles in Varying Complexity of Urban Traffic Scenes

Muhammad Umair Arif

Zain ul Aabidin Lodhi

Maheen Khan (Bahria University)

Hammad Raza

Conference: International Symposium on Electronic Imaging Science and Technology 2016: Video Surveillance and Transportation Imaging Applications 2016

Citations: N/A

Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers

Muhammad Ali Farooq

Muhammad Aatif Mobeen Azhar

Hammad Raza

Conference: 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering, BIBE 2016

Citations: N/A

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