Faculty Muhammad Jameel Nawaz Malik

Muhammad Jameel Nawaz Malik

Assistant Professor
  • School of Electrical Engineering and Computer Science
  • 5190852144
Summary

Academic Background
PhD (Computer Vision and Deep Learning ) TU Kaiserslautern November 15, 2016 - November 15, 2021
Honours and Awards
Publications
ShapeGraFormer: GraFormer-Based Network for Hand-Object Reconstruction From a Single Depth Map September 13, 2024 IEEE Access - Volume 12, Pages 124021-124031
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks December 01, 2022 IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume 44
Graph-Based Hand-Object Meshes and Poses Reconstruction With Multi-Modal Input October 12, 2021 IEEE Access - Volume 9, Pages 136438-136447
DeepAirSig: End-to-End Deep Learning Based in-Air Signature Verification November 09, 2020 IEEE Access - Volume 8, Pages 195832-195843
Real-Time Energy Efficient Hand Pose Estimation: A Case Study May 16, 2020 Sensors - Volume 20(10), Article Number 2828
Simple and effective deep hand shape and pose regression from a single depth image December 01, 2019 Computers & Graphics - Volume 85, Pages 85-91
Structure from Articulated Motion: Accurate and Stable Monocular 3D Reconstruction without Training Data October 22, 2019 Sensors - Vol.19(20), Article Number 4603
WHSP-Net: A Weakly-Supervised Approach for 3D Hand Shape and Pose Recovery from a Single Depth Image August 31, 2019 Sensors - Volume: 19, Issue: 17, Article No.3784
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor November 10, 2018 Sensors - Volume: 18, Issue: 11, Article Number: 3872
Revisiting Central Limit Theorem: Accurate Gaussian Random Number Generation in VLSI May 01, 2015 IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Volume 23, Issue 5, Pages 842-855
Conferences
SynthSL: Expressive Humans for Sign Language Image Synthesis May 27, 2024 - May 31, 2024 Jilliam M. Diaz Barros, Chen-Yu Wang, Muhammad Jameel Nawaz Malik, Abdalla Arafa, Didier Stricker, 2024 18th International Conference on Automatic Face and Gesture Recognition (FG)
THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object Reconstruction with Self-supervision January 04, 2023 - January 06, 2023 Muhammad Jameel Nawaz Malik, Ahmed Tawfiq, Ahmed Elhayek , Nadia Robertini, Didier Stricker, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map June 14, 2021 - June 19, 2021 Dr. Jameel Malik, Ibrahim Abdelaziz, Dr. Ahmed Elhayek, Soshi Shimada, Sk Aziz Ali , Vladislav, Christian Theobalt, Dr. Didier Stricker, IEEE/CVF Conference on Computer Vision and Pattern Recognition
Fully Automatic Multi-person Human Motion Capture for VR Applications October 22, 2018 - October 23, 2018 Dr. Ahmed Elhayek, Onorina, Pramod, Dr. Jameel Malik, Dr. Didier Stricker, International Conference on Virtual Reality and Augmented Reality
Structure-Aware 3D Hand Pose Regression from a Single Depth Image October 22, 2018 - October 23, 2018 Dr. Jameel Malik, Dr. Ahmed Elhayek, Dr. Didier Stricker, 15th International Conference on Virtual Reality and Augmented Reality, EuroVR 2018
DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth September 05, 2018 - September 08, 2018 Dr. Jameel Malik, Dr. Ahmed Elhayek, fabrizio Nunnari, Kiran Varanasi, Kiarash Tamaddon, Alex Heloir, Dr. Didier Stricker, 2018 International Conference on 3D Vision (3DV)
Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image October 10, 2017 - October 12, 2017 Dr. Jameel Malik, Dr. Ahmed Elhayek, Dr. Didier Stricker, 7th IEEE International Conference on 3D Vision, 3DV 2017
An efficient hardware implementation of high quality AWGN generator using Box-Muller method October 12, 2011 - October 14, 2011 Jamshaid Sarwar, Dr. Jameel Malik, Ahmed Hemani, Nasir-ud-Din Gohar, 11th International Symposium on Communications & Information Technologies (ISCIT)
Generating high tail accuracy Gaussian Random Numbers in hardware using central limit theorem October 03, 2011 - October 05, 2011 Jamshaid Sarwar, Dr. Jameel Malik, Ahmed Hemani, Nasir-ud-Din Gohar, 2011 IEEE/IFIP 19th International Conference on VLSI and System-on-Chip
Assistant Professor NUST September 11, 2011 - March 30, 2016