Guilherme Schardong

Current Member

Researcher Role: Post-Doc Researcher

Biography:

Guilherme is a post-doctoral researcher at the Institute of Systems and Robotics at the University of Coimbra. His research focus is mainly on machine learning applied to computer graphics and implicit representations. He is also interested in image processing, computer vision and optimization.

Guilherme obtained his Ph.D. in 2018 at PUC-Rio, Brazil advised by Prof. Hélio Lopes and Simone Barbosa. His master’s degree in informatics, and bachelor’s degree in computer science were obtained at UFSM, Brazil in 2014 and 2012, respectively. He worked at PUC-Rio from 2016 to 2022 as a part of the GALGOS laboratory, under prof Hélio Lopes. From 2020 onwards he also worked as colaborator at the Visgraf laboratory of the Institute of Pure and Applied Mathematics (IMPA), supervised by professor Luiz Velho.

Related Content

RiemStega: Covariance-based loss for print-proof transmission of data in images

Authors: Aniana Cruz; Guilherme Schardong; Luiz Schirmer; João Marcos, Farhad Shadmand; Nuno Gonçalves
Date:2025
Featured in: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

Neural Implicit Morphing of Face Images

Authors: Guilherme Schardong, Tiago Novello, Hallison Paz, Iurii Medvedev, Vinícius da Silva, Luiz Velho and Nuno Gonçalves
Date:2024
Featured in: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Geometric implicit neural representations for signed distance functions

Authors: Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, Daniel Perazzo, Hélio Lopes, Nuno Gonçalves, Luiz Velho
Date:2024
Featured in: Special Section on SIBGRAPI 2023 Tutorials

MR-Net: Multiresolution sinusoidal neural networks

Authors: Hallison Paz, Daniel Perazzo, Tiago Novello, Guilherme Schardong, Luiz Schirmer, Vinícius da Silva, Daniel Yukimura, Fabio Chagas, Hélio Lopes and Luiz Velho
Date:2023
Featured in: Computers & Graphics

Neural Implicit Surface Evolution

Authors: Tiago Novello, Vinícius da Silva, Guilherme Schardong, Luiz Schirmer, Helio Lopes and Luiz Velho
Date:2023
Featured in: IEEE/CVF International Conference on Computer Vision

How to Train Your (Neural) Dragon

Authors: Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, Hélio Lopes and Luiz Velho
Date:2023
Featured in: 36th SIBGRAPI Conference on Graphics, Patterns and Images, Rio Grande, Brazil

Multiresolution Neural Networks for Imaging

Authors: Hallison Paz, Tiago Novello, Viníncius da Silva, Guilherme Schardong, Fábio Chagas, Hélio Lopes and Luiz Velho
Date:2022
Featured in: 35th SIBGRAPI Conference on Graphics, Patterns and Images, Natal, Brazil

Exploring differential geometry in neural implicits

Authors: Tiago Novello, Guilherme Schardong, Luiz Schirmer, Vinícius da Silva, Hélio Lopes and Luiz Velho
Date:2022
Featured in: Computers & Graphics
Project In progress
ACHILLES
Inspired by the Olympic motto “Citius, Altius, Fortius...
Project Completed
VISUAL-ID – Unique Visual Identities in Graphics, Images and Faces
The Visual-ID project emerge in the context of the partnersh...
News: Others
Announcement of (8) Research Grants
March 17, 2025
News: Results and Achievements
Best Paper Award @ICPRAM 2025
February 26, 2025
News: Scientific Events
Nuno Gonçalves serves as jury member...
February 19, 2025
News: Dissemination
ACHILLES project launches official Website and...
February 18, 2025
News: Dissemination
Two papers to be presented at...
February 17, 2025
News: Results and Achievements
DeepFakes detection project receives access to...
February 4, 2025
News: Results and Achievements
FCT international panel visit
January 27, 2025
News: Results and Achievements
New patent published
January 27, 2025
News: Scientific Events
VIS Team researcher participates in Biometrics...
January 21, 2025
News: Results and Achievements
Two projects approved in FCT call...
January 4, 2025
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RECENT PROJECTS

FACING2 – Face Image Understanding
VISUAL-ID – Unique Visual Identities in Graphics, Images and Faces
UniqueMark

RECENT PUBLICATIONS

A Study on Static Gaits for a Four Legged Robot

Authors: Carlos Queiroz, Nuno Gonçalves and Paulo Menezes
Featured in: CONTROL’2000, Cambridge, UK

Analysis of Two Methods for Estimation of Partial 3D Velocity

Authors: Nuno Gonçalves and Helder Araújo
Featured in: Symposium on Intelligent Robotic Systems - SIRS2001, Toulouse, France

Uncertainty Propagation in Estimation of Partial 3D Velocity

Authors: Nuno Gonçalves and Helder Araújo
Featured in: 10th Mediterranean Conference on Control and Automation, Lisbon, Portugal

Institute of Systems and Robotics Department of Electrical and Computers Engineering University of Coimbra