Enric Corona

Ph.D. Student at IRI

Email: [email protected]

Office: 19, C/ Llorens i Artigas 4

About me

I am a Ph.D. student at IRI-UPC under the supervision of Francesc Moreno-Noguer and Guillem Alenyà. I have interned at Google Research with Thiemo Alldieck and Mihai Zanfir in 2022 and at Meta with Lingni Ma in 2021. Previously, I visited Naver Labs Europe with Grégory Rogez. Before starting my PhD, I visited Sanja Fidler at University of Toronto in 2017 and worked as a data scientist in IntelliSense.io.

My research is in areas of computer vision and machine learning, including modelling and reconstruction of 3D human bodies and hands.

Publications

Structured 3D Features for Reconstructing Relightable and Animatable Avatars

Enric Corona, Mihai Zanfir, Thiemo Alldieck, Eduard Gabriel Bazavan, Andrei Zanfir and Cristian Sminchisescu

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Project Page    Paper    Supplementary    Video    Bibtex

@inproceedings{corona2023s3f,
    Author = {Corona, Enric and Zanfir, Mihai and Alldieck, Thiemo and Gabriel Bazavan, Eduard and Zanfir, Andrei and Sminchisescu, Cristian}
    Title = {Structured 3D Features for Reconstructing Relightable and Animatable Avatars},
    Year = {2023},
    booktitle = {CVPR},
}

Learned Vertex Descent: A New Direction for 3D Human Model Fitting

Enric Corona, Gerard Pons-Moll, Guillem Alenyà, Francesc Moreno-Noguer

in Proceedings of the European Conference on Computer Vision (ECCV), 2022

Project Page     Paper    Video    Code        Bibtex

@inproceedings{corona2022lvd,
    Author = {Corona, Enric and Pons-Moll, Gerard and Alenyà, Guillem and Moreno-Noguer, Francesc}
    Title = {Learned Vertex Descent: A New Direction for 3D Human Model Fitting},
    Year = {2022},
    booktitle = {ECCV},
}

LISA: Learning Implicit Shape and Appearance of Hands

Enric Corona, Tomas Hodan, Minh Vo, Francesc Moreno-Noguer, Chris Sweeney, Richard Newcombe, Lingni Ma

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Project Page     Paper    Supplementary        Bibtex

@inproceedings{corona2022lisa,
    Author = {Corona, Enric and Hodan, Tomas and Vo, Minh and Moreno-Noguer, Francesc and Sweeney, Chris and Newcombe, Richard and Ma, Lingni}
    Title = {LISA: Learning Implicit Shape and Appearance of Hands},
    Year = {2022},
    booktitle = {CVPR},
}

SMPLicit: Topology-aware Generative Model for Clothed People

E. Corona, A. Pumarola, G. Alenyà, G. Pons-Moll, F. Moreno-Noguer

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Project Page       Paper      SMPLicit code    Fitting SMPLicit        Bibtex

@inproceedings{corona2021smplicit,
    Author = {Enric Corona and Albert Pumarola and Guillem Aleny{\`a} and Pons-Moll, Gerard and Moreno-Noguer, Francesc},
    Title = {SMPLicit: Topology-aware Generative Model for Clothed People},
    Year = {2021},
    booktitle = {CVPR},
}

D-NeRF: Neural Radiance Fields for Dynamic Scenes

A.Pumarola, E. Corona, G. Pons-Moll, F. Moreno-Noguer

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Project Page       Paper      Code          Bibtex

@article{pumarola2020d,
  title={{D-NeRF: Neural Radiance Fields for Dynamic Scenes}},
  author={Pumarola, Albert and Corona, Enric and Pons-Moll, Gerard and Moreno-Noguer, Francesc},
  journal={arXiv preprint arXiv:2011.13961},
  year={2020}
}

GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes

E. Corona, A. Pumarola, G. Alenyà, F. Moreno-Noguer; G. Rogez

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Oral)

Project Page       Paper      Dataset      Code      Bibtex

@inproceedings{corona2020ganhand,
    Author = {Enric Corona and Albert Pumarola and Guillem Aleny{\`a} and Moreno-Noguer, Francesc and Rogez, Gr{\'e}gory},
    Title = {GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes},
    Year = {2020},
    booktitle = {CVPR},
}

Context-aware Human Motion Prediction

E. Corona, A. Pumarola, G. Alenyà, F. Moreno-Noguer

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

Project Page       Paper      Code      Bibtex

@inproceedings{corona2020context,
    Author = {Corona, Enric and Pumarola, Albert  and Aleny{\`a}, Guillem and Moreno-Noguer, Francesc},
    Title = {Context-aware Human Motion Prediction},
    Year = {2020},
    booktitle = {CVPR},
}

Pose Estimation for Objects with Rotational Symmetry

E. Corona, K. Kundu, S. Fidler

in IEEE International Conference on Intelligent Robots (IROS), 2018

Project Page     Paper     Code     Bibtex

@inproceedings{corona2018pose,
  title={Pose Estimation for Objects with Rotational Symmetry},
  author={Corona, Enric and Kundu, Kaustav and Fidler, Sanja},
  booktitle={2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages={7215--7222},
  year={2018},
  organization={IEEE}
}

Active garment recognition and target grasping pointdetection using deep learning

E. Corona, G. Alenyà, A. Gabàs, C. Torras

in Pattern Recognition (2018)

Project Page     Paper     Code     Bibtex

@article{corona2018active,
  title={Active garment recognition and target grasping point detection using deep learning},
  author={Corona, Enric and Alenya, Guillem and Gabas, Antonio and Torras, Carme},
  journal={Pattern Recognition},
  volume={74},
  pages={629--641},
  year={2018},
  publisher={Elsevier}
}

Robot-aided cloth classification using depth informationand CNNs

A. Gabàs, E.Corona, G. Alenyà, C. Torras

in International Conference on Articulated Motion and Deformable Objects (AMDO) 2016

Project Page     Paper     Bibtex

@inproceedings{gabas2016robot,
  title={Robot-aided cloth classification using depth information and CNNs},
  author={Gabas, Antonio and Corona, Enric and Aleny{\`a}, Guillem and Torras, Carme},
  booktitle={International Conference on Articulated Motion and Deformable Objects},
  pages={16--23},
  year={2016},
  organization={Springer}
}

Professional Activities

• July 2022: Intern at Google Research for 5 months, working with Thiemo Alldieck and Mihai Zanfir.
• June 2021: Intern at Reality Labs, Meta for 5 months, working with Lingni Ma.
• July 2019: Visiting Naver Labs Europe for 5 months, working with Grégory Rogez.
• January 2019: Starting PhD with Francesc Moreno-Noguer and Guillem Alenyà.
• April 2017: Visiting at University of Toronto for 9 months, working with Sanja Fidler.

Projects

HuMoUR

Markerless 3D human motion understanding for adaptive robot behavior

Co-Investigator 2018 - 2021

TextilRob

Robots for cloth manipulation

Co-Investigator 2015-2018

Termosold

Computer vision on thermal images of welding for anomaly detection of packaging lines

Co-Investigator 2015-2017

Sitvia

Adaptive computer vision for anomaly detection in pad printing system

Co-Investigator 2015-2016