Dr. Sk Aziz Ali

E-Mail:	sk_aziz.ali@dfki.de
Position:	Researcher
Phone:	+49 631 20575-5097

About:

Sk Aziz Ali (check my homepage here) is post-doctoral researcher at the Augmented Vision research group of German Research Center for Artificial Intelligence (DFKI GmbH). Prior to joining AV group, he was a postdoctoral researcher at the Computer Vision Imaging and Machine Intelligence (CVI2) (https://cvi2.uni.lu/) research group led by Prof. Dr. Djamila Aouada at the University of Luxembourg. He received my PhD and M.Sc in Computer Science from the University of Kaiserslautern-Landau (RPTU), Germany.

His primary emphasis during doctoral research program was “Fast Robust Rigid and Non-rigid Registration for Globally Consistent 3D Scene and Shape Reconstruction”. His research interest combines – (1) 3D Computer Vision, Deep Learning and Machine Learning Methods for Resource-Constrained and Explainable AI, (2) Intelligent Perception for Autonomous Driving Systems (3) Vision-Language models, (4) Point Set Registration, (5) Globally Consistent Scene and Shape Reconstruction, (6) NLP + Geometric Deep Learning for Scan-to-CAD Reverse Engineering.

**If you are interested in doing thesis/internship/HiWi (i.e., student research) job on any of the above topics do not hesitate to contact him.

12 Publications by Dr. Sk Aziz Ali:

MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
In: In Proceedings of the Forty-Second Annual Conference on Computer Vision and Pattern Recognition (CVPR-25). International Conference on Computer Vision and Pattern Recognition (CVPR-2025), Nashville, Tennessee, USA, IEEE/CVF, 2025.
Details | Link 1

Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts
Mohammad Sadil Khan, Sankalp Sinha, Talha Uddin Sheikh, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
In: The Thirty-Eighth Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS-2024), December 10-15, Vancouver, British Columbia, Canada, Pages 7552-7579, Vol. 37, Neural Information Processing Systems, 1/2025.
Details | Link 1

BRep Boundary and Junction Detection for CAD Reverse Engineering
Sk Aziz Ali, Mohammad Sadil Khan, Didier Stricker
In: Proceedings of the 3rd IEEE International Conference on Computing and Machine Intelligence. IEEE International Conference on Computing and Machine Intelligence (ICMI-2024), April 13-14, Michigan, MI, USA, IEEE, 2024.
Details | Link 1

DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport
Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker (Hrsg.)
International Conference on Computer Vision (ICCV-2023), 2023.
Details | Link 1

HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks
Muhammad Jameel Nawaz Malik, Didier Stricker, Sk Aziz Ali, Vladislav Golyanik, Soshi Shimada, Ahmed Elhayek, Christian Theobalt
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 1 Seiten 1-13 IEEE 11/2021 .
Details | Link 1

Fast Gravitational Approach for Rigid Point SetRegistration With Ordinary Differential Equations
Sk Aziz Ali, Kerem Kahraman, Christian Theobalt, Didier Stricker, Vladislav Golyanik
Mingbo Zhao (Hrsg.). IEEE Access (IEEE) 9 Seiten 79060-79079 IEEE Access 6/2021 .
Details | Link 1 | Link 2 | Link 3

RPSRNet: End-to-End Trainable Rigid Point Set Registration Network usingBarnes-Hut 2^D-Tree Representation
Sk Aziz Ali, Kerem Kahraman, Gerd Reis, Didier Stricker
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2021) June 19-25 Virtual IEEE 6/2021 .
Details | Link 1

FoldMatch: Accurate and High Fidelity Garment Fitting Onto 3D Scans
Sk Aziz Ali, Sikang Yan, Wolfgang Dornisch, Didier Stricker
IEEE Signal Processing Society. IEEE International Conference on Image Processing (ICIP-2020) October 25-28 Abu Dhabi United Arab Emirates IEEE 10/2020 .
Details | Link 1 | Link 2

HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map
Jameel Malik, Ibrahim Abdelaziz, Ahmed Elhayek, Soshi Shimada, Sk Aziz Ali, Vladislav Golyanik, Christian Theobalt, Didier Stricker
In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2020), June 14-19, The Washington State Convention Center, Washington, USA, IEEE, 2020.
Details | Link 1 | Link 2 | Link 3

A Shape Completion Component for Monocular Non-Rigid SLAM
Yongzhi Su, Vladislav Golyanik, Nareg Minaskan Karabid, Sk Aziz Ali, Didier Stricker
In: Proceedings of the 18th IEEE ISMAR. IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2019), October 14-18, Beijing, China, IEEE, 2019.
Details | Link 1

NRGA: Gravitational Approach for Non-Rigid Point Set Registration
Sk Aziz Ali, Vladislav Golyanik, Didier Stricker
International Conference on 3DVision (3DV-2018), September 5-8, Verona, Italy
Details | Link 1 | Link 2

Gravitational Approach for Point Set Registration
Vladislav Golyanik, Sk Aziz Ali, Didier Stricker
International Conference on Computer Vision and Pattern Recognition (CVPR-16), June 26 - July 1, Las Vegas, NV, USA
Details | Link 1 | Link 2