Mathieu Aubry

5.0k citations

30 papers · 1.6k indexed · 2 hit papers · h-index 14

Impact in

Computer Graphics and Computer-Aided Design top 1%
- Computer Graphics and Visualization Techniques
Computer Vision and Pattern Recognition top 1%
- Advanced Vision and Imaging
- Advanced Image and Video Retrieval Techniques
- Image Processing and 3D Reconstruction

Papers in ⓘ

Computer Vision and Pattern Recognition 22
- Advanced Vision and Imaging 8
- Advanced Image and Video Retrieval Techniques 6
- Image Processing and 3D Reconstruction 3
- Image Retrieval and Classification Techniques 3
Aerospace Engineering 7
- Robotics and Sensor-Based Localization 7

Co-authors: Daniel Cremers (3 shared papers)Ulrich Schlickewei (1 shared paper)Bryan Russell (5 shared papers)Josef Šivic (6 shared papers)Alexei A. Efros (4 shared papers)Daniel Maturana (1 shared paper)Frédo Durand (2 shared papers)Jan Kautz (2 shared papers)
Journals: ACM Transactions on Graphics (2 papers)International Journal of Computer Vision (2 papers)The Journal of Finance (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Neurocomputing (1 paper)
Partner nations: France United States Czechia

In The Last Decade

Mathieu Aubry

29 papers receiving 1.5k citations

Hit Papers

align trajectories log scale

Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models 2014 · 250 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2014 Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models
2011 The wave kernel signature: A quantum mechanical approach to shape analysis

Peers

Countries citing papers authored by Mathieu Aubry

Since Specialization

Citations

This map shows the geographic impact of Mathieu Aubry's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mathieu Aubry with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mathieu Aubry more than expected).

Fields of papers citing papers by Mathieu Aubry

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mathieu Aubry. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mathieu Aubry. The network helps show where Mathieu Aubry may publish in the future.

Co-authors

The 25 scholars most cited alongside Mathieu Aubry, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Mathieu Aubry Line = papers co-authored together Mathieu Aubry links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 30 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	The wave kernel signature: A quantum mechanical approach to shape analysis Mathieu Aubry, Ulrich Schlickewei, Daniel Cremers Hit paper breakdown →	2011	438
2	Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models Mathieu Aubry, Daniel Maturana, Alexei A. Efros, Bryan Russell, Josef Šivic Hit paper breakdown →	2014	250
3	Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards Jeffrey Mahler, Florian T. Pokorny, Brian Hou, Melrose Roderick, Michael Laskey, Mathieu Aubry, Kai Kohlhoff, Torsten Kröger, James Kuffner, Ken Goldberg	2016	222
4	Fast Local Laplacian Filters ACM Transactions on Graphics ·Mathieu Aubry, Sylvain Paris, Samuel W. Hasinoff, Jan Kautz, Frédo Durand	2014	142
5	3D Sketching using Multi-View Deep Volumetric Prediction Proceedings of the ACM on Computer Graphics and Interactive Techniques ·Johanna Delanoy, Mathieu Aubry, Phillip Isola, Alexei A. Efros, Adrien Bousseau	2018	87
6	A Papier-Mache Approach to Learning 3D Surface Generation Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan Russell, Mathieu Aubry	2018	81
7	Painting-to-3D model alignment via discriminative visual elements ACM Transactions on Graphics ·Mathieu Aubry, Bryan Russell, Josef Šivic	2014	68
8	Improving neural implicit surfaces geometry with patch warping 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·François Darmon, B. Bascle, Jean-Clément Devaux, Pascal Monasse, Mathieu Aubry	2022	66
9	Monte-Carlo Tree Search for Efficient Visually Guided Rearrangement\n Planning arXiv (Cornell University) ·Yann Labbé, Sergey Zagoruyko, Igor Kalevatykh, Ivan Laptev, Justin Carpentier, Mathieu Aubry, Josef Šivic	2019	45
10	A Super-Resolution Framework for High-Accuracy Multiview Reconstruction International Journal of Computer Vision ·Bastian Goldlücke, Mathieu Aubry, Kalin D. Kolev, Daniel Cremers	2013	40
11	Single-view robot pose and joint angle estimation via render & compare HAL (Le Centre pour la Communication Scientifique Directe) ·Yann Labbé, Justin Carpentier, Mathieu Aubry, Josef Šivic	2021	24
12	Biased Auctioneers The Journal of Finance ·Mathieu Aubry, Roman Kräussl, Gustavo Manso, Christophe Spaenjers	2023	16
13	Re-ranking for image retrieval and transductive few-shot classification HAL (Le Centre pour la Communication Scientifique Directe) ·Xi Shen, Yang Xiao, Shell Xu Hu, Othman Sbai, Mathieu Aubry	2021	16
14	Unsupervised Layered Image Decomposition into Object Prototypes 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ·Tom Monnier, Elliot Vincent, Jean Ponce, Mathieu Aubry	2021	15
15	Fast and Robust Pyramid-based Image Processing Sylvain Paris, Samuel W. Hasinoff, Jan Kautz, Mathieu Aubry, Frédo Durand	2011	13
16	Decoupling photometry and geometry in dense variational camera calibration Mathieu Aubry, Kalin D. Kolev, Bastian Goldlüecke, Daniel Cremers	2011	10
17	Focal Length and Object Pose Estimation via Render and Compare 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Georgy Ponimatkin, Yann Labbé, Bryan Russell, Mathieu Aubry, Josef Šivic	2022	9
18	Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration HAL (Le Centre pour la Communication Scientifique Directe) ·Vianney Loing, Renaud Marlet, Mathieu Aubry	2018	6
19	Learning Co-segmentation by Segment Swapping for Retrieval and Discovery 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ·Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry	2022	6
20	Machines and Masterpieces: Predicting Prices in the Art Auction Market SSRN Electronic Journal ·Mathieu Aubry, Roman Kräussl, Gustavo Manso, Christophe Spaenjers	2019	4

About Mathieu Aubry

Mathieu Aubry is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering, Control and Systems Engineering, Computational Mechanics and Artificial Intelligence, having authored 30 papers that have together received 1.6k indexed citations. Recurring topics across this work include Advanced Vision and Imaging (8 papers), Robotics and Sensor-Based Localization (7 papers), Robot Manipulation and Learning (6 papers), 3D Shape Modeling and Analysis (6 papers), Advanced Image and Video Retrieval Techniques (6 papers), Computer Graphics and Visualization Techniques (4 papers), Image Processing and 3D Reconstruction (3 papers) and Image Retrieval and Classification Techniques (3 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (303 citations), Computer Vision and Pattern Recognition (1.1k citations), Geology (184 citations), Computational Mechanics (603 citations) and Control and Systems Engineering (299 citations). Mathieu Aubry has collaborated with scholars based in France, United States and Czechia. Frequent co-authors include Daniel Cremers, Ulrich Schlickewei, Bryan Russell, Josef Šivic, Alexei A. Efros, Daniel Maturana, Frédo Durand, Jan Kautz, Samuel W. Hasinoff and Sylvain Paris. Their work appears in journals such as ACM Transactions on Graphics, International Journal of Computer Vision, The Journal of Finance, IEEE Transactions on Pattern Analysis and Machine Intelligence and Neurocomputing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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