Publications | Dr. Sk Aziz Ali

2023

DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport

Sk Aziz Ali, Djamila Aouada, Gerd Reis, and Didier Stricker

In In IEEE CVF International Conference on Computer Vision (ICCV), 2023

@inproceedings{AliDELO_ICCV23,
  title = {DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport},
  author = {Ali, Sk Aziz and and Aouada, Djamila and Reis, Gerd and Stricker, Didier},
  booktitle = {In IEEE CVF International Conference on Computer Vision (ICCV)},
  year = {2023},
  organization = {IEEE},
}

SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines

Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammed Sadil Khan Anis Kacem, Gleb Gusev, and Djamila Aouada

In In IEEE/CVF International Conference on Computer Vision (ICCV), 2023

arXiv Bib HTML Poster

@inproceedings{AliSHARP_ICCV23,
  title = {SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines},
  author = {Mallis, Dimitrios and Ali, Sk Aziz and Dupont, Elona and Cherenkova, Kseniya and Karadeniz, Ahmet Serdar and Kacem, Mohammed Sadil Khan Anis and Gusev, Gleb and Aouada, Djamila},
  booktitle = {In IEEE/CVF International Conference on Computer Vision (ICCV)},
  year = {2023},
  organization = {IEEE},
}

2022

TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network

Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, and Djamila Aouada

In Computer Vision – ECCV 2022 Workshops, 2022

arXiv Bib HTML Code Slides

@inproceedings{TScomNetECCVW2021,
  author = {Karadeniz, Ahmet Serdar and Ali, Sk Aziz and Kacem, Anis and Dupont, Elona and Aouada, Djamila},
  editor = {Karlinsky, Leonid and Michaeli, Tomer and Nishino, Ko},
  title = {TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network},
  booktitle = {Computer Vision -- ECCV 2022 Workshops},
  year = {2022},
  publisher = {Springer Nature Switzerland},
  address = {Cham},
  pages = {289--306},
  isbn = {978-3-031-25072-9},
}

Cadops-net: Jointly learning cad operation types and steps from boundary-representations

Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, and Djamila Aouada

In International Conference on 3D Vision (3DV), 2022

arXiv Bib HTML PDF Supp Poster Slides

@inproceedings{dupont2022cadops,
  title = {Cadops-net: Jointly learning cad operation types and steps from boundary-representations},
  author = {Dupont, Elona and Cherenkova, Kseniya and Kacem, Anis and Ali, Sk Aziz and Arzhannikov, Ilya and Gusev, Gleb and Aouada, Djamila},
  booktitle = {International Conference on 3D Vision (3DV)},
  pages = {114--123},
  year = {2022},
  organization = {IEEE},
}

2021

Handvoxnet++: 3d hand shape and pose estimation using voxel-based neural networks

Jameel Malik, Soshi Shimada, Ahmed Elhayek, Sk Aziz Ali, Christian Theobalt, Vladislav Golyanik, and Didier Stricker

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

arXiv Bib HTML

@article{malik2021handvoxnet++,
  title = {Handvoxnet++: 3d hand shape and pose estimation using voxel-based neural networks},
  author = {Malik, Jameel and Shimada, Soshi and Elhayek, Ahmed and Ali, Sk Aziz and Theobalt, Christian and Golyanik, Vladislav and Stricker, Didier},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  volume = {44},
  number = {12},
  pages = {8962--8974},
  year = {2021},
  publisher = {IEEE},
}

Fast Gravitational Approach for Rigid Point Set Registration With Ordinary Differential Equations

Sk Aziz Ali, Kerem Kahraman, Christian Theobalt, Didier Stricker, and Vladislav Golyanik

IEEE Access, 2021

arXiv Bib HTML

@article{FGA_Access2021,
  author = {Ali, Sk Aziz and Kahraman, Kerem and Theobalt, Christian and Stricker, Didier and Golyanik, Vladislav},
  journal = {IEEE Access},
  title = {Fast Gravitational Approach for Rigid Point Set Registration With Ordinary Differential Equations},
  year = {2021},
  volume = {9},
  pages = {79060-79079},
}

RPSRNet: End-to-End Trainable Rigid Point Set Registration Network using Barnes-Hut 2^D-Tree Representation

Sk Aziz Ali, Kerem Kahraman, Gerd Reis, and Didier Stricker

In IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2021

arXiv Bib HTML Supp Poster Slides

@inproceedings{RPSRNet2021Ali,
  title = {RPSRNet: End-to-End Trainable Rigid Point Set Registration Network using Barnes-Hut 2^D-Tree Representation},
  author = {Ali, Sk Aziz and Kahraman, Kerem and Reis, Gerd and Stricker, Didier},
  booktitle = {IEEE/CVF Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
  organization = {IEEE},
}

2020

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, and Didier Stricker

In In IEEE/CVF Computer Vision and Pattern Recognition (CVPR), Jun 2020

Bib HTML PDF Supp Poster

@inproceedings{Malik_2020_CVPR,
  author = {Malik, Jameel and Abdelaziz, Ibrahim and Elhayek, Ahmed and Shimada, Soshi and Ali, Sk Aziz and Golyanik, Vladislav and Theobalt, Christian and Stricker, Didier},
  title = {HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map},
  booktitle = {In IEEE/CVF Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2020},
}

ICIP

Foldmatch: Accurate and High Fidelity Garment Fitting Onto 3D Scans

Sk Aziz Ali, Sikang Yan, Wolfgang Dornisch, and Didier Stricker

In 2020 IEEE International Conference on Image Processing (ICIP), Jun 2020

Bib HTML Code

@inproceedings{AliFoldMathchICIP20,
  author = {Ali, Sk Aziz and Yan, Sikang and Dornisch, Wolfgang and Stricker, Didier},
  booktitle = {2020 IEEE International Conference on Image Processing (ICIP)},
  title = {Foldmatch: Accurate and High Fidelity Garment Fitting Onto 3D Scans},
  year = {2020},
}

2019

2018

Nrga: Gravitational approach for non-rigid point set registration

Sk Aziz Ali, Vladislav Golyanik, and Didier Stricker

In 2018 International Conference on 3D Vision (3DV), Jun 2018

Bib HTML PDF Code Poster

@inproceedings{ali2018nrga,
  title = {Nrga: Gravitational approach for non-rigid point set registration},
  author = {Ali, Sk Aziz and Golyanik, Vladislav and Stricker, Didier},
  booktitle = {2018 International Conference on 3D Vision (3DV)},
  pages = {756--765},
  year = {2018},
  organization = {IEEE},
}

2016

Gravitational Approach for Point Set Registration

Vladislav Golyanik, Sk Aziz Ali, and Didier Stricker

In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016

Bib PDF Supp Code Poster

@inproceedings{Golyanik_2016_CVPR,
  author = {Golyanik, Vladislav and Ali, Sk Aziz and Stricker, Didier},
  title = {Gravitational Approach for Point Set Registration},
  booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2016},
  publisher = {IEEE},
}