Axel Davy

3.5k total citations · 1 hit paper
16 papers, 2.3k citations indexed

About

Axel Davy is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, Axel Davy has authored 16 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Computer Vision and Pattern Recognition, 7 papers in Media Technology and 3 papers in Artificial Intelligence. Recurrent topics in Axel Davy's work include Image and Signal Denoising Methods (10 papers), Advanced Image Processing Techniques (10 papers) and Advanced Image Fusion Techniques (5 papers). Axel Davy is often cited by papers focused on Image and Signal Denoising Methods (10 papers), Advanced Image Processing Techniques (10 papers) and Advanced Image Fusion Techniques (5 papers). Axel Davy collaborates with scholars based in France, British Virgin Islands and Uruguay. Axel Davy's co-authors include Mohammad Havaei, Aaron Courville, Yoshua Bengio, David Warde-Farley, Pierre‐Marc Jodoin, Hugo Larochelle, Chris Pal, Gabriele Facciolo, Thibaud Ehret and Pablo Arias and has published in prestigious journals such as Medical Image Analysis, IEEE Signal Processing Letters and Journal of Mathematical Imaging and Vision.

In The Last Decade

Axel Davy

15 papers receiving 2.2k 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.

Brain tumor segmentation with Deep Neural Networks

2016 2.1k citations Mohammad Havaei, Axel Davy et al. Medical Image Analysis profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Axel Davy France	9	1.4k	1.2k	712	642	313	16	2.3k
Mohammad Havaei Canada	13	1.6k 1.1×	1.3k 1.1×	733 1.0×	789 1.2×	306 1.0×	16	2.5k
Adriano Pinto Portugal	8	1.3k 0.9×	1.3k 1.1×	614 0.9×	561 0.9×	286 0.9×	10	2.1k
Carlos A. Silva Portugal	20	1.6k 1.1×	1.4k 1.1×	1.1k 1.6×	836 1.3×	377 1.2×	55	3.1k
Sérgio Pereira Portugal	19	1.6k 1.1×	1.4k 1.1×	1.2k 1.6×	892 1.4×	356 1.1×	34	3.0k
Ali Hatamizadeh United States	9	1.1k 0.8×	444 0.4×	810 1.1×	715 1.1×	344 1.1×	14	2.0k
Vishwesh Nath United States	17	1.1k 0.8×	470 0.4×	1.3k 1.8×	703 1.1×	384 1.2×	50	2.6k
Yi Ding China	24	1.1k 0.8×	484 0.4×	443 0.6×	497 0.8×	228 0.7×	125	2.0k
Deepak Ranjan Nayak India	26	723 0.5×	540 0.4×	760 1.1×	908 1.4×	122 0.4×	74	2.0k
Ozan Oktay United Kingdom	16	1.3k 0.9×	324 0.3×	1.3k 1.8×	817 1.3×	475 1.5×	29	2.7k
Chenyu You United States	20	1.0k 0.7×	218 0.2×	828 1.2×	757 1.2×	387 1.2×	53	2.2k

Countries citing papers authored by Axel Davy

Since Specialization

Citations

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

Fields of papers citing papers by Axel Davy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Axel Davy

This figure shows the co-authorship network connecting the top 25 collaborators of Axel Davy. A scholar is included among the top collaborators of Axel Davy 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 Axel Davy. Axel Davy 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:

16 of 16 papers shown

1.

Facciolo, Gabriele, et al.. (2024). On the Importance of Large Objects in CNN Based Object Detection Algorithms. SPIRE - Sciences Po Institutional REpository. 522–531. 6 indexed citations

2.

Arias, Pablo, et al.. (2024). Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. SPIRE - Sciences Po Institutional REpository. 1658–1667. 1 indexed citations

3.

Davy, Axel, et al.. (2023). Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 33. 2379–2388. 2 indexed citations

4.

Davy, Axel, et al.. (2023). L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. SPIRE - Sciences Po Institutional REpository. 2013–2023. 5 indexed citations

5.

Davy, Axel, et al.. (2022). Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. 131–134.

6.

Davy, Axel, et al.. (2022). Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 1848–1858. 12 indexed citations

7.

Davy, Axel, et al.. (2021). Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising. IEEE Signal Processing Letters. 28. 1515–1519. 15 indexed citations

8.

Davy, Axel, et al.. (2021). Self-supervised multi-image super-resolution for push-frame satellite images. SPIRE - Sciences Po Institutional REpository. 1121–1131. 25 indexed citations

9.

Davy, Axel, Thibaud Ehret, Jean‐Michel Morel, Pablo Arias, & Gabriele Facciolo. (2020). Video Denoising by Combining Patch Search and CNNs. Journal of Mathematical Imaging and Vision. 63(1). 73–88. 9 indexed citations

10.

Davy, Axel & Thibaud Ehret. (2020). GPU acceleration of NL-means, BM3D and VBM3D. Journal of Real-Time Image Processing. 18(1). 57–74. 13 indexed citations

11.

Ehret, Thibaud, Axel Davy, Pablo Arias, & Gabriele Facciolo. (2019). Joint demosaicing and denoising by overfitting of bursts of raw images.. arXiv (Cornell University). 10 indexed citations

12.

Davy, Axel, Agnès Desolneux, & Jean‐Michel Morel. (2019). Detection of Small Anomalies on Moving Background. 2015–2019. 2 indexed citations

13.

Davy, Axel, et al.. (2019). Optimization of Image B-spline Interpolation for GPU Architectures. Image Processing On Line. 9. 183–204. 10 indexed citations

14.

Ehret, Thibaud, Axel Davy, Mauricio Delbracio, & Jean‐Michel Morel. (2019). How to Reduce Anomaly Detection in Images to Anomaly Detection in Noise. Image Processing On Line. 9. 391–412. 6 indexed citations

15.

Davy, Axel, Thibaud Ehret, Jean‐Michel Morel, Pablo Arias, & Gabriele Facciolo. (2019). A Non-Local CNN for Video Denoising. 2409–2413. 37 indexed citations

16.

Havaei, Mohammad, Axel Davy, David Warde-Farley, et al.. (2016). Brain tumor segmentation with Deep Neural Networks. Medical Image Analysis. 35. 18–31. 2102 indexed citations breakdown →

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.

Explore authors with similar magnitude of impact