Faculty Muhammad Shahzad

Dr. Muhammad Shahzad

Assistant Professor
  • School of Electrical Engineering & Computer Science
  • Doctoral
Summary

Academic Background
PhD (REMOTE SENSING & IMAGE ANALYSIS, 3D COMPUTER VISION) Doctoral Technology University of Munich (TUM) December 01, 2011 - February 19, 2016
MSc ((Robotics, 3-D Computer Vision & Signal Processing) Masters Fachhochschule Bonn-Rhein-Sieg - June 06, 2011
BE ((Electrical Engg)) Bachelor National University of Sciences and Technology - June 06, 2004
Publications
Convolutional neural network for quality of transmission prediction of unestablished lightpaths October 01, 2021 Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri Microwave and Optical Technology Letters - Volume 63, Issue10, Pages 2461-2469
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery May 31, 2021 Annus Zulfiqar, Muhammad M. Ghaffar, Muhammad Shahzad, Christian Weis, Muhammad Imran Malik, Faisal Shafait, Norbert Wehn Journal of Applied Remote Sensing - Volume 15(2), Article Number 024518
Stochastic attentions and context learning for person re-identification May 05, 2021 Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad PeerJ Computer Science - Volume 7, Article Number e447
Assisting UAV Localization Via Deep Contextual Image Matching February 18, 2021 Muhammad Shahzad, Muhammad Hamza Mughal, Muhammad Jawad Khokhar IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Pl attach indexation proof. - Volume 14, Pages 2445-2457
Motion Reveal Emotions: Identifying Emotions from Human Walk Using Chest Mounted Smartphone November 15, 2020 Muhammad Zeeshan, Muhammad Arslan Hashmi, Qaiser Riaz, Muhammad Shahzad, Muhammad Moazam Fraz IEEE Sensors Journal - Volume 20, Issue 22, Pages 13511-13522
DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud October 17, 2020 Muhammad Moazam Fraz, Saba Mehmood, Muhammad Shahzad Neural Processing Letters - Volume 39, Issue 7, Pages 2395-2405
Multi-sized Object Detection Using Spaceborne Optical Imagery June 05, 2020 Muhammad Haroon, Muhammad Shahzad, Muhammad Moazam Fraz IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Volume 13, Pages 3032-3046
Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics March 02, 2020 Imran Khurram, Muhammad Moazam Fraz, Muhammad Shahzad, Nasir M Rajpoot Cognitive Computation - Pages 1-27
Person Re-Identification Using Deep Modeling of Temporally Correlated Inertial Motion Patterns February 10, 2020 Imad Gohar, Qaiser Riaz, Muhammad Shahzad, Muhammad Zeeshan Ul Hasnain Hashmi, Hasan Tahir, Muhammad Ehsan Ul Haq Sensors - Volume 20, Issue 3, Article Number 949
Caveat Emptor: The Risks of Using Big Data for Human Development September 10, 2019 Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej Zwitter, Muhammad Shahzad IEEE Technology Society & Magazine - Volume 38, Issue 3, Pages 82-90
What Lies Beneath One’s Feet? Terrain Classification Using Inertial Data of Human Walk July 31, 2019 Muhammad Zeeshan Ul Hasnain Hashmi [OrcID] , Qaiser Riaz, Mehdi Hussain, Muhammad Shahzad Applied Sciences-Basel - Vol. 9 Issue 15, p3099-3099
VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture June 01, 2019 Raja Muhammad Saad Bashir, Muhammad Moazam Fraz, Muhammad Shahzad Pattern Recognition - PATTERN RECOGNITION Volume: 90 Pages: 52-65, June 2019
DPRNet: Deep 3D Point based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds May 24, 2019 Saira Arshad, Qaiser Riaz, Muhammad Moazam Fraz, Muhammad Shahzad IEEE Access - Volume: 7, Pages: 68892-68904
Move Your Body: Age Estimation Based on Chest Movement During Normal Walk March 07, 2019 Qaiser Riaz, Muhammad Zeeshan Ul Hasnain Hashmi, Muhammad Arsalan Hashmi, Hassan Errami, Andreas Weber, Muhammad Shahzad IEEE Access - IEEE ACCESS Volume: 7 Pages: 28510-28524
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks February 02, 2019 Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu, Muhammad Shahzad IEEE Transactions on Geoscience and Remote Sensing - IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING Volume: 57 Issue: 2 Pages: 1100-1116, Feb 2019
Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning November 12, 2018 Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad IEEE Access - IEEE ACCESS Volume: 6 Pages: 77334-77349 , November 2018
Conferences
Application of Deep Learning for Weapons Detection in Surveillance Videos May 20, 2021 - May 21, 2021 Tufail Sajjad Shah Hashmi, Nazeef Ul Haq, Muhammad Moazam Fraz, Muhammad Shahzad 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Group Activity Recognition in Visual Data: A Retrospective Analysis of Recent Advancements May 20, 2021 - May 21, 2021 Shoaib Sattar, Yahya Sattar, Muhammad Shahzad, Muhammad Moazam Fraz International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
IAB-Net: Informative and Attention Based Person Re-Identification May 20, 2021 - May 21, 2021 Rao Faizan, Muhammad Moazam Fraz, Muhammad Shahzad International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Deep Learning Based Land Cover and Crop Type Classification: A Comparative Study May 20, 2021 - May 21, 2021 Asim Hameed Khan, Muhammad Moazam Fraz, Muhammad Shahzad International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Large Scale Face Recognition In the Wild: Technical Challenges and Research Directions May 20, 2021 - May 21, 2021 Abdul Mannan Shahid, Muhammad Moazam Fraz, Muhammad Shahzad International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Rotation Aware Object Detection Model with Applications to Weapons Spotting in Surveillance Videos May 20, 2021 - May 21, 2021 Nazeef Ul Haq, Tufail Sajjad Shah Hashmi, Muhammad Moazam Fraz, Muhammad Shahzad International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Deep Learning for Face Detection: Recent Advancements May 20, 2021 - May 21, 2021 Hafiz Syed Ahmed Qasim, Muhammad Shahzad, Muhammad Moazam Fraz International Conference on Digital Futures and Transformative Technologies (ICoDT2) - Pakistan
Forecasting of Electricity Generation for Hydro Power Plants December 14, 2020 - December 16, 2020 Umer Javaid, Muhammad Moazam Fraz, Imran Mehmood, Omar Arif, Muhammad Shahzad, Muhammad Shahzad, Muhammad Shahzad IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET 2020) - United States
Smart Visual Surveillance: Proactive Person Re-identification instead of Impulsive Person Search November 05, 2020 - November 07, 2020 N. Pervaiz, Muhammad Moazam Fraz, Muhammad Shahzad IEEE 23rd International Multitopic Conference (INMIC) 2020 - Pakistan
Runway Detection And Localization In Aerial Images Using Deep Learning December 02, 2019 - December 04, 2019 Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait Digital Image Computing: Techniques and Applications (DICTA) - Australia
Hierarchical Refined Local Associations for Robust Person Re-Identification October 21, 2019 - October 22, 2019 N. Pervaiz, Muhammad Moazam Fraz, Muhammad Shahzad International Conference on Robotics and Automation in Industry (ICRAI) - Pakistan
End to End Person Re-Identification for Automated Visual Surveillance December 12, 2018 - December 14, 2018 Saadia Batool, Muhammad Zeeshan Ali, Muhammad Shahzad, Muhammad Moazam Fraz 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) - France
Automated Military Vehicle Detection From Low-Altitude Aerial Images December 10, 2018 - December 13, 2018 Farrukh Kamran, Faisal Shafait, Muhammad Shahzad 2018 Digital Image Computing: Techniques and Applications (DICTA) - Australia
Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification November 19, 2018 - November 22, 2018 Wajeeha Ansar, Muhammad Moazam Fraz, Muhammad Shahzad, Imad Gohar, S. Javed, S. K. Jung Iberoamerican Congress on Pattern Recognition CIARP 2018 - Spain
Detailed sentence generation architecture for image semantics description November 19, 2018 - November 21, 2018 Imran Khurram, Muhammad Moazam Fraz, Muhammad Shahzad International Symposium on Visual Computing (ISVC) 2018 - United States
DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification November 19, 2018 - November 21, 2018 Raja Muhammad Saad Bashir, Muhammad Moazam Fraz, Muhammad Shahzad International Symposium on Visual Computing - United States
Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks July 22, 2018 - July 27, 2018 Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018) - Spain
Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network July 09, 2018 - July 11, 2018 Maryam Badar, Muhammad Moazam Fraz, Muhammad Shahzad Proceedings of the Medical Image Understanding and Analysis 2018 - United Kingdom
Professional Experience:
National Development Complex (NDC), NESCOM November 01, 2004 - August 18, 2008