About
I am currently a post-doc on the ROAD-AI project at Inria's centre in Sophia Antipolis, France. My research for this project focuses on the problem of registration of point clouds. More information about the project is available on the project site.
Résumé
A current copy of my résumé is available as a PDF.
Publications
2022
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article
Histogram equalization using a selective filter
Roberto M. Dyke, Kai Hormann
The Visual Computer, 2022
Paper -
article
A Survey of Non-Rigid 3D Registration
Bailin Deng, Yuxin Yao, Roberto M. Dyke, Juyong Zhang
Eurographics STAR - State of The Art Report (presented at EG), 2022
Paper · arXiv Preprint
2021
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article
Registration of non-rigidly deforming objects
Roberto M. Dyke
School of Computer Science & Informatics, Cardiff University, 2021
Project page · Thesis
2020
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accessibility
SHREC’20: Shape correspondence with non-isometric deformations
Roberto M. Dyke, Yu-Kun Lai, Paul L. Rosin, Stefano Zappalà, Seana Dykes, Daoliang Guo, Kun Li, Riccardo Marin, Simone Melzi, Jingyu Yang
Computers & Graphics (presented at 3DOR), 2020
Project page · Paper -
accessibility
SHREC'20: Non-rigid Shape Correspondence of Physically-Based Deformations
Roberto M. Dyke, Feng Zhou, Yu-Kun Lai, Paul L. Rosin, Daoliang Guo, Kun Li, Riccardo Marin, Jingyu Yang
3D Object Retrieval, 2020
Project page · Paper
2019
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article
Non-rigid registration under anisotropic deformations
Roberto M. Dyke, Yu-Kun Lai, Paul L. Rosin, Gary K. L. Tam
Computer Aided Geometric Design (presented at GMP), 2019
Paper -
accessibility
SHREC'19: Shape Correspondence with Isometric and Non-Isometric Deformations
Roberto M. Dyke, C. Stride, Yu-Kun Lai, Paul L. Rosin, Mathieu Aubry, Amit Boyarski, Alexander M. Bronstein, Michael M. Bronstein, Daniel Cremers, Matthew Fisher, Thibault Groueix, Daoliang Guo, Vladimir G. Kim, Ron Kimmel, Zorah Lähner, Kun Li, Or Litany, Tal Remez, Emanuele Rodolà, Bryan C. Russell, Yusuf Sahillioğlu, Ron Slossberg, Gary K. L. Tam, Matthias Vestner, Z. Wu, Jingyu Yang
3D Object Retrieval, 2020
Project page · Paper
2018
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article
HDFD — A High Deformation Facial Dynamics Benchmark for Evaluation of Non-Rigid Surface Registration and Classification
Gareth Andrews, Sam Endean, Roberto M. Dyke, Yu-Kun Lai, Gwenno Ffrancon, Gary K. L. Tam
arXiv Preprint
Other activities
I had the pleasure of helping to organise the 3DOR 2021 workshop.
Datasets
During the course of my PhD I created several datasets for the evaluation of non-rigid registration algorithms:
SHREC 2019
A tiered dataset of progressively complex groups of shapes, ranging from isometric to non-isometric deformations.
External linkSHREC 2020b
A dataset of non-rigid quadruped shapes with consensus-based ground-truth correspondences.
Link