Dr. Sk Aziz Ali
| E-Mail: | sk_aziz.ali@dfki.de |
|---|---|
| Position: | Researcher |
| Phone: | +49 631 20575-5097 |
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.
DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport
International Conference on Computer Vision (ICCV-2023), 2023.
Details
| Link 1
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks
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
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
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
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
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 United States IEEE 2020 .
Details
| Link 1
| Link 2
| Link 3
A Shape Completion Component for Monocular Non-Rigid SLAM
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
International Conference on 3DVision (3DV-2018), September 5-8, Verona, Italy
Details
| Link 1
| Link 2
Gravitational Approach for Point Set Registration
International Conference on Computer Vision and Pattern Recognition (CVPR-16), June 26 - July 1, Las Vegas, NV, USA
Details
| Link 1
| Link 2