Discovering and Analyzing Visual Structures

Project Information

DISCOVER

Grant agreement ID: 101076028

DOI

10.3030/101076028

EC signature date 12 December 2022

Start date 1 June 2023

End date 31 May 2028

Funded under

• European Research Council (ERC)

Total cost

€ 1 493 498,75

EU contribution

€ 1 493 498,75

Coordinated by

ECOLE NATIONALE DES PONTS ET CHAUSSEES
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (14)

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans

Author(s): Loiseau, Romain; Vincent, Elliot; Aubry, Mathieu; Landrieu, Loic
Published in: CVPR, 2024
DOI: 10.48550/arxiv.2304.09704

An Interpretable Deep Learning Approach for Morphological Script Type Analysis

Author(s): Malamatenia Vlachou-Efstathiou; Ioannis Siglidis; Dominique Stutzmann; Mathieu Aubry
Published in: International Conference on Document Analysis and Recognition (ICDAR), 2024
Publisher: Springer Lecture Notes in Computer Science
DOI: 10.48550/ARXIV.2408.11150

CoDEx: Combining Domain Expertise for Spatial Generalization in Satellite Image Analysis

Author(s): Abhishek Kuriyal, Elliot Vincent, Mathieu Aubry, Loic Landrieu
Published in: CVPR EarthVision workshop, 2025
Publisher: IEEE/CVF Conference on Computer Vision and Pattern Recognition

The Learnable Typewriter: A Generative Approach to Text Analysis

Author(s): Ioannis Siglidis; Nicolas Gonthier; Julien Gaubil; Tom Monnier; Mathieu Aubry
Published in: International Conference on Document Analysis and Recognition (ICDAR), 2024
Publisher: Springer Lecture Notes in Computer Science
DOI: 10.48550/ARXIV.2302.01660

Historical Printed Ornaments: Dataset and Tasks

Author(s): Chaki, Sayan Kumar; Baltaci, Zeynep Sonat; Vincent, Elliot; Emonet, Rémi; Vial-Bonacci, Fabienne; Bahier-Porte, Christelle; Aubry, Mathieu; Fournel, Thierry
Published in: International Conference on Document Analysis and Recognition (ICDAR), 2024
Publisher: Springer Lecture Notes in Computer Science
DOI: 10.48550/ARXIV.2408.08633

Historical Astronomical Diagrams Decomposition in Geometric Primitives

Author(s): Syrine Kalleli, Scott Trigg, Ségolène Albouy, Mathieu Husson, Mathieu Aubry
Published in: International Conference on Document Analysis and Recognition (ICDAR), 2024
Publisher: Springer Lecture Notes in Computer Science
DOI: 10.48550/ARXIV.2403.08721

Segmenting France Across Four Centuries

Author(s): Marta López-Rauhut, Hongyu Zhou, Mathieu Aubry, Loic Landrieu
Published in: International Conference on Document Analysis and Recognition (ICDAR), 2025
Publisher: Springer Lecture Notes in Computer Science
DOI: 10.48550/ARXIV.2505.24824

General Detection-based Text Line Recognition

Author(s): Raphael Baena, Syrine Kalleli, Mathieu Aubry
Published in: Neural Information Processing Systems (NeurIPS), 2024
Publisher: Advances in Neural Information Processing Systems
DOI: 10.48550/ARXIV.2409.17095

Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach

Author(s): Vincent, Elliot; Ponce, Jean; Aubry, Mathieu
Published in: IEEE International Geoscience and Remote Sensing Symposium (ICARSS), 2025
Publisher: IEEE Xplore
DOI: 10.48550/ARXIV.2303.12533

European Conference on Computer Vision

Author(s): Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros, Mathieu Aubry, Shiry Ginosar
Published in: European Conference on Computer Vision, 2024
Publisher: Springer
DOI: 10.48550/ARXIV.2408.02752

Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives

Author(s): Monnier, Tom; Austin, Jake; Kanazawa, Angjoo; Efros, Alexei A.; Aubry, Mathieu
Published in: NeurIPS, Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, 2023
DOI: 10.48550/arxiv.2307.05473

The Learnable Typewriter: A Generative Approach to Text Analysis

Author(s): Siglidis, Ioannis; Gonthier, Nicolas; Gaubil, Julien; Monnier, Tom; Aubry, Mathieu
Published in: ICDAR, 2024
DOI: 10.48550/arxiv.2302.01660

Detecting Looted Archaeological Sites from Satellite Image Time Series

Author(s): Elliot Vincent, Mehraïl Saroufim, Jonathan Chemla, Yves Ubelmann, Philippe Marquis, Jean Ponce, Mathieu Aubry
Published in: CVPR EarthVision workshop, 2025
Publisher: IEEE/CVF Conference on Computer Vision and Pattern Recognition
DOI: 10.48550/ARXIV.2409.09432

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans

Author(s): Loiseau, Romain; Vincent, Elliot; Aubry, Mathieu; Landrieu, Loic
Published in: Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE/CVF Conference on Computer Vision and Pattern Recognition
DOI: 10.48550/ARXIV.2304.09704

Other (1)

Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift

Author(s): Vincent, Elliot; Ponce, Jean; Aubry, Mathieu
Published in: https://hal.science/hal-04698131, 2024
Publisher: ArXiv
DOI: 10.48550/ARXIV.2407.07616