Bruno Vallet

2.6k total citations · 1 hit paper
74 papers, 1.9k citations indexed

About

Bruno Vallet is a scholar working on Environmental Engineering, Geology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Bruno Vallet has authored 74 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Environmental Engineering, 40 papers in Geology and 33 papers in Computer Vision and Pattern Recognition. Recurrent topics in Bruno Vallet's work include Remote Sensing and LiDAR Applications (42 papers), 3D Surveying and Cultural Heritage (40 papers) and Advanced Vision and Imaging (19 papers). Bruno Vallet is often cited by papers focused on Remote Sensing and LiDAR Applications (42 papers), 3D Surveying and Cultural Heritage (40 papers) and Advanced Vision and Imaging (19 papers). Bruno Vallet collaborates with scholars based in France, United States and Spain. Bruno Vallet's co-authors include Bruno Lévy, Nicolas Paparoditis, Clément Mallet, Nicolas Ray, Mathieu Brédif, Nicolás David, Wen Xiao, Bahman Soheilian, Loïc Landrieu and Laurent Alonso and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and ACM Transactions on Graphics.

In The Last Decade

Bruno Vallet

70 papers receiving 1.8k citations

Hit Papers

DIMENSIONALITY BASED SCAL... 2012 2026 2016 2021 2012 50 100 150 200 250
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. DIMENSIONALITY BASED SCALE SELECTION IN 3D LIDAR POINT CLOUDS
    2012 291 citations Clément Mallet, Nicolás David et al. SHILAP Revista de lepidopterología profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Bruno Vallet 916 766 709 581 476 74 1.9k
Hanyun Wang 1.1k 1.2× 1.0k 1.3× 861 1.2× 930 1.6× 221 0.5× 68 2.5k
Florent Lafarge 1.2k 1.3× 1.0k 1.4× 337 0.5× 586 1.0× 264 0.6× 55 1.8k
Liangliang Nan 885 1.0× 838 1.1× 375 0.5× 519 0.9× 226 0.5× 59 1.6k
Alexandre Boulch 702 0.8× 628 0.8× 556 0.8× 660 1.1× 184 0.4× 46 2.1k
Ruwen Schnabel 924 1.0× 1.1k 1.5× 453 0.6× 789 1.4× 215 0.5× 14 1.9k
Zhihua Wang 803 0.9× 802 1.0× 797 1.1× 546 0.9× 182 0.4× 9 1.5k
Linhai Xie 804 0.9× 802 1.0× 792 1.1× 596 1.0× 181 0.4× 26 1.7k
Roland Wahl 828 0.9× 1.0k 1.3× 290 0.4× 663 1.1× 131 0.3× 6 1.7k
Qian-Yi Zhou 699 0.8× 1.1k 1.5× 1.0k 1.4× 1.7k 2.9× 716 1.5× 24 2.8k
Lingfei Ma 835 0.9× 593 0.8× 329 0.5× 592 1.0× 63 0.1× 75 2.0k

Countries citing papers authored by Bruno Vallet

Since Specialization
Citations

This map shows the geographic impact of Bruno Vallet'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 Bruno Vallet with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bruno Vallet more than expected).

Fields of papers citing papers by Bruno Vallet

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bruno Vallet. 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 Bruno Vallet. The network helps show where Bruno Vallet may publish in the future.

Co-authorship network of co-authors of Bruno Vallet

This figure shows the co-authorship network connecting the top 25 collaborators of Bruno Vallet. A scholar is included among the top collaborators of Bruno Vallet based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bruno Vallet. Bruno Vallet is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Bihan, Etienne Le, et al.. (2025). A new benchmark on LoD 2 building reconstruction from aerial lidar and footprints. ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences. XLVIII-1/W6-2025. 83–90.
2.
Marlet, Renaud, et al.. (2024). A Survey and Benchmark of Automatic Surface Reconstruction From Point Clouds. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(3). 2000–2019. 4 indexed citations
3.
4.
Brédif, Mathieu, et al.. (2024). Editing Watertight Manifold Polyhedra using Face Shifts with Automatic Topological Updates and Edge Flips. SHILAP Revista de lepidopterología. XLVIII-2/W8-2024. 169–176.
5.
Vallet, Bruno, et al.. (2024). Semantic Edge Collapse: A Mesh Edge Collapse Algorithm preserving per Face Semantic Information. SHILAP Revista de lepidopterología. XLVIII-2/W8-2024. 185–192. 1 indexed citations
6.
Vallet, Bruno, et al.. (2023). AI4GEO: LOD0 Generation for 3D building models. 1–4. 1 indexed citations
7.
Vallet, Bruno, et al.. (2023). PSMNet-FusionX3: LiDAR-Guided Deep Learning Stereo Dense Matching On Aerial Images. 6527–6536. 1 indexed citations
8.
Vallet, Bruno, et al.. (2022). Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 5565–5574. 52 indexed citations
9.
Guinard, Stéphane & Bruno Vallet. (2018). Weighted simplicial complex reconstruction from mobile laser scanning\n using sensor topology. arXiv (Cornell University). 1 indexed citations
10.
Bresson, Guillaume, et al.. (2018). A Stixel Approach for Enhancing Semantic Image Segmentation Using Prior Map Information. SPIRE - Sciences Po Institutional REpository. 1715–1720. 1 indexed citations
11.
Landrieu, Loïc, Hugo Raguet, Bruno Vallet, Clément Mallet, & Martin Weinmann. (2017). A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing. 132. 102–118. 84 indexed citations
12.
Stoter, Jantien, et al.. (2016). STATE-OF-THE-ART OF 3D NATIONAL MAPPING IN 2016. ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences. XLI-B4. 653–660. 9 indexed citations
13.
Vallet, Bruno, Mathieu Brédif, Andrés Serna, Beatriz Marcotegui, & Nicolas Paparoditis. (2015). TerraMobilita/iQmulus urban point cloud analysis benchmark. Computers & Graphics. 49. 126–133. 142 indexed citations
14.
Xiao, Wen, Bruno Vallet, Mathieu Brédif, & Nicolas Paparoditis. (2015). Street environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing. 107. 38–49. 67 indexed citations
15.
Brédif, Mathieu, et al.. (2013). Extracting polygonal building footprints from digital surface models: A fully-automatic global optimization framework. ISPRS Journal of Photogrammetry and Remote Sensing. 77. 57–65. 47 indexed citations
16.
Mallet, Clément, et al.. (2012). DIMENSIONALITY BASED SCALE SELECTION IN 3D LIDAR POINT CLOUDS. SHILAP Revista de lepidopterología. XXXVIII-5/W12. 97–102. 291 indexed citations breakdown →
17.
Ray, Nicolas, et al.. (2008). N-symmetry direction field design. ACM Transactions on Graphics. 27(2). 1–13. 169 indexed citations
18.
Vallet, Bruno, et al.. (2006). Representing Higher-Order Singularities in Vector Fields on Piecewise Linear Surfaces. IEEE Transactions on Visualization and Computer Graphics. 12(5). 1315–1322. 41 indexed citations
19.
Écalle, Jean & Bruno Vallet. (2004). The arborification-coarborification transform : analytic, combinatorial, and algebraic aspects. Annales de la faculté des sciences de Toulouse Mathématiques. 13(4). 575–657. 9 indexed citations
20.
Écalle, Jean & Bruno Vallet. (2004). Intertwined mappings. Annales de la faculté des sciences de Toulouse Mathématiques. 13(3). 291–376. 2 indexed citations

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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