Alexandre Boulch

4.9k total citations · 3 hit papers
46 papers, 2.1k citations indexed

About

Alexandre Boulch is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Media Technology. According to data from OpenAlex, Alexandre Boulch has authored 46 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computer Vision and Pattern Recognition, 16 papers in Computational Mechanics and 16 papers in Media Technology. Recurrent topics in Alexandre Boulch's work include 3D Shape Modeling and Analysis (16 papers), Remote Sensing and LiDAR Applications (15 papers) and 3D Surveying and Cultural Heritage (13 papers). Alexandre Boulch is often cited by papers focused on 3D Shape Modeling and Analysis (16 papers), Remote Sensing and LiDAR Applications (15 papers) and 3D Surveying and Cultural Heritage (13 papers). Alexandre Boulch collaborates with scholars based in France, Italy and United States. Alexandre Boulch's co-authors include Bertrand Le Saux, Renaud Marlet, Rodrigo Caye Daudt, Yann Gousseau, Nicolas Audebert, Joris Guerry, Gilles Puy, Sébastien Lefèvre, Spyros Gidaris and Andrei Bursuc and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Geoscience and Remote Sensing and Remote Sensing.

In The Last Decade

Alexandre Boulch

45 papers receiving 2.0k citations

Hit Papers

align trajectories

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.

Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks

2018 318 citations Rodrigo Caye Daudt, Bertrand Le Saux et al. arXiv (Cornell University) profile →
SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks

2017 269 citations Alexandre Boulch, Bertrand Le Saux et al. profile →
Multitask learning for large-scale semantic change detection

2019 268 citations Rodrigo Caye Daudt, Bertrand Le Saux et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Alexandre Boulch France	20	726	702	660	628	556	46	2.1k
Lingfei Ma China	22	363 0.5×	835 1.2×	592 0.9×	593 0.9×	329 0.6×	75	2.0k
Bertrand Le Saux Italy	25	1.6k 2.3×	775 1.1×	1.0k 1.5×	451 0.7×	299 0.5×	97	3.4k
Nicolas Audebert France	7	528 0.7×	408 0.6×	419 0.6×	316 0.5×	258 0.5×	18	1.3k
Ruofei Zhong China	23	639 0.9×	858 1.2×	492 0.7×	650 1.0×	116 0.2×	123	2.2k
Yongtao Yu China	34	496 0.7×	2.3k 3.2×	1.0k 1.5×	1.5k 2.4×	340 0.6×	139	3.8k
Silvano Galliani Switzerland	9	794 1.1×	389 0.6×	1.7k 2.5×	350 0.6×	134 0.2×	14	2.3k
Zilong Zhong Canada	11	1.8k 2.4×	409 0.6×	736 1.1×	222 0.4×	206 0.4×	18	2.6k
Uwe Soergel Germany	26	659 0.9×	1.5k 2.2×	424 0.6×	826 1.3×	239 0.4×	143	2.7k
Wei Yao China	30	444 0.6×	1.7k 2.4×	775 1.2×	871 1.4×	216 0.4×	149	2.8k
Hanyun Wang China	20	210 0.3×	1.1k 1.5×	930 1.4×	1.0k 1.6×	861 1.5×	68	2.5k

Countries citing papers authored by Alexandre Boulch

Since Specialization

Citations

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

Fields of papers citing papers by Alexandre Boulch

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alexandre Boulch

This figure shows the co-authorship network connecting the top 25 collaborators of Alexandre Boulch. A scholar is included among the top collaborators of Alexandre Boulch 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 Alexandre Boulch. Alexandre Boulch is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Boulch, Alexandre, et al.. (2024). OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks. SPIRE - Sciences Po Institutional REpository. 4493–4503. 6 indexed citations

Puy, Gilles, Spyros Gidaris, Alexandre Boulch, et al.. (2024). Three Pillars Improving Vision Foundation Model Distillation for Lidar. 21519–21529. 10 indexed citations

Puy, Gilles, et al.. (2024). BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds. SPIRE - Sciences Po Institutional REpository. 559–568. 11 indexed citations

Puy, Gilles, Alexandre Boulch, & Renaud Marlet. (2023). Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation. SPIRE - Sciences Po Institutional REpository. 3356–3366. 27 indexed citations

Gidaris, Spyros, et al.. (2023). RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving. SPIRE - Sciences Po Institutional REpository. 5240–5250. 59 indexed citations

Boulch, Alexandre, et al.. (2022). VASAD: a Volume and Semantic dataset for Building Reconstruction from Point Clouds. 2022 26th International Conference on Pattern Recognition (ICPR). 4008–4015. 2 indexed citations

Hänsch, Ronny, Claudio Persello, Gemine Vivone, et al.. (2022). The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]. IEEE Geoscience and Remote Sensing Magazine. 10(1). 334–337. 14 indexed citations

Hänsch, Ronny, Claudio Persello, Gemine Vivone, et al.. (2022). Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised Learning [Technical Committees]. IEEE Geoscience and Remote Sensing Magazine. 10(4). 270–273. 3 indexed citations

Boulch, Alexandre, et al.. (2021). NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds\n using Needle Dropping. arXiv (Cornell University). 9 indexed citations

10.

Daudt, Rodrigo Caye, Bertrand Le Saux, Alexandre Boulch, & Yann Gousseau. (2021). Weakly supervised change detection using guided anisotropic diffusion. Machine Learning. 112(6). 2211–2237. 15 indexed citations

11.

Saux, Bertrand Le, et al.. (2020). Semi-Supervised Semantic Segmentation in Earth Observation: The\n MiniFrance Suite, Dataset Analysis and Multi-task Network Study. arXiv (Cornell University). 60 indexed citations

12.

Boulch, Alexandre, Gilles Puy, & Renaud Marlet. (2020). LightConvPoint: convolution for points. arXiv (Cornell University). 1 indexed citations

13.

Simard, Marc, et al.. (2019). Retrieval of Forest Vertical Structure from PolInSAR Data by Machine Learning Using LIDAR-Derived Features. Remote Sensing. 11(4). 381–381. 26 indexed citations

14.

Daudt, Rodrigo Caye, Bertrand Le Saux, Alexandre Boulch, & Yann Gousseau. (2019). Guided Anisotropic Diffusion and Iterative Learning for Weakly\n Supervised Change Detection. arXiv (Cornell University). 20 indexed citations

15.

Audebert, Nicolas, Alexandre Boulch, Bertrand Le Saux, & Sébastien Lefèvre. (2019). Distance transform regression for spatially-aware deep semantic\n segmentation. arXiv (Cornell University). 27 indexed citations

16.

Daudt, Rodrigo Caye, Bertrand Le Saux, Alexandre Boulch, & Yann Gousseau. (2018). Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. arXiv (Cornell University). 2115–2118. 318 indexed citations breakdown →

17.

Daudt, Rodrigo Caye, Bertrand Le Saux, Alexandre Boulch, & Yann Gousseau. (2018). High Resolution Semantic Change Detection.. arXiv (Cornell University). 10 indexed citations

18.

Boulch, Alexandre, et al.. (2018). Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series. HAL (Le Centre pour la Communication Scientifique Directe). 2366–2369. 5 indexed citations

19.

Huang, Bohao, Yuliya Tarabalka, Jordan M. Malof, et al.. (2018). Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. HAL (Le Centre pour la Communication Scientifique Directe). 6947–6950. 70 indexed citations

20.

Boulch, Alexandre. (2011). Irreducible Triangulations of Surfaces with Boundary. 5 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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