Pier Luigi Dragotti

7.5k total citations · 2 hit papers
225 papers, 4.9k citations indexed

About

Pier Luigi Dragotti is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Media Technology. According to data from OpenAlex, Pier Luigi Dragotti has authored 225 papers receiving a total of 4.9k indexed citations (citations by other indexed papers that have themselves been cited), including 159 papers in Computer Vision and Pattern Recognition, 60 papers in Computational Mechanics and 38 papers in Media Technology. Recurrent topics in Pier Luigi Dragotti's work include Image and Signal Denoising Methods (88 papers), Sparse and Compressive Sensing Techniques (60 papers) and Advanced Image Processing Techniques (45 papers). Pier Luigi Dragotti is often cited by papers focused on Image and Signal Denoising Methods (88 papers), Sparse and Compressive Sensing Techniques (60 papers) and Advanced Image Processing Techniques (45 papers). Pier Luigi Dragotti collaborates with scholars based in United Kingdom, United States and Switzerland. Pier Luigi Dragotti's co-authors include Martin Vetterli, Thierry Blu, Xin Deng, Michael Gastpar, Vladan Velisavljević, Junjie Huang, Guang Yang, David Firmin, Baltasar Beferull‐Lozano and Pina Marziliano and has published in prestigious journals such as Nature Communications, IEEE Transactions on Pattern Analysis and Machine Intelligence and Proceedings of the IEEE.

In The Last Decade

Pier Luigi Dragotti

210 papers receiving 4.7k 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.

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

2017 674 citations Guang Yang, Simiao Yu et al. IEEE Transactions on Medical Imaging profile →
Generative Joint Source-Channel Coding for Semantic Image Transmission

2023 84 citations Tze-Yang Tung, Pier Luigi Dragotti et al. IEEE Journal on Selected Areas in Communications profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Pier Luigi Dragotti United Kingdom	31	2.6k	1.3k	871	774	772	225	4.9k
Gabriel Peyré France	38	2.4k 0.9×	1.9k 1.5×	592 0.7×	506 0.7×	455 0.6×	104	6.1k
Gitta Kutyniok Germany	29	2.1k 0.8×	2.6k 2.0×	1.1k 1.2×	565 0.7×	551 0.7×	129	5.9k
Thierry Blu Hong Kong	25	1.8k 0.7×	1.5k 1.2×	880 1.0×	341 0.4×	478 0.6×	133	4.0k
R.M. Mersereau United States	35	4.7k 1.8×	692 0.5×	1.7k 2.0×	1.7k 2.2×	528 0.7×	186	6.9k
Jean‐Christophe Pesquet France	34	1.8k 0.7×	1.8k 1.4×	625 0.7×	453 0.6×	394 0.5×	207	4.2k
Yoram Bresler United States	37	2.1k 0.8×	2.6k 2.1×	1.6k 1.9×	430 0.6×	1.9k 2.5×	237	6.1k
Justin Romberg United States	25	2.4k 0.9×	4.2k 3.3×	1.4k 1.6×	650 0.8×	641 0.8×	138	7.4k
Tom Goldstein United States	24	2.4k 0.9×	1.7k 1.4×	304 0.3×	679 0.9×	711 0.9×	91	5.5k
Pina Marziliano Singapore	23	1.7k 0.6×	799 0.6×	742 0.9×	401 0.5×	546 0.7×	61	3.0k
Jian‐Feng Cai Hong Kong	37	4.7k 1.8×	4.6k 3.6×	1.1k 1.2×	1.5k 1.9×	1.2k 1.6×	98	8.7k

Countries citing papers authored by Pier Luigi Dragotti

Since Specialization

Citations

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

Fields of papers citing papers by Pier Luigi Dragotti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pier Luigi Dragotti. 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 Pier Luigi Dragotti. The network helps show where Pier Luigi Dragotti may publish in the future.

Co-authorship network of co-authors of Pier Luigi Dragotti

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

All Works

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20 of 20 papers shown

Wang, Zhaoyang, Hamidreza Karami, Mario Paolone, & Pier Luigi Dragotti. (2024). Rigorous Assessment of Natural Frequencies of Fault-Originated Travelling Waves. IEEE Transactions on Power Delivery. 39(4). 2556–2559.

Foust, Amanda J., et al.. (2024). Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging. IEEE Transactions on Image Processing. 33. 3059–3074. 1 indexed citations

Lesept, Flavie, et al.. (2023). Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy. IEEE Transactions on Computational Imaging. 9. 565–580. 4 indexed citations

Tung, Tze-Yang, et al.. (2023). Generative Joint Source-Channel Coding for Semantic Image Transmission. IEEE Journal on Selected Areas in Communications. 41(8). 2645–2657. 84 indexed citations breakdown →

Pu, Wei, Junjie Huang, Catherine Higgitt, et al.. (2022). Mixed X-Ray Image Separation for Artworks With Concealed Designs. IEEE Transactions on Image Processing. 31. 4458–4473. 6 indexed citations

Foust, Amanda J., et al.. (2022). Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy. IEEE Transactions on Computational Imaging. 8. 286–301. 6 indexed citations

Daubechies, Ingrid, Pier Luigi Dragotti, Catherine Higgitt, et al.. (2022). Revealing and Reconstructing Hidden or Lost Features in Art Investigation. Ghent University Academic Bibliography (Ghent University). 1–16. 4 indexed citations

Dragotti, Pier Luigi, et al.. (2021). Active privacy-utility trade-off against a hypothesis testing adversary. IRIS UNIMORE (University of Modena and Reggio Emilia). 9 indexed citations

Foust, Amanda J., et al.. (2020). 3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images. IEEE Transactions on Computational Imaging. 6. 1017–1032. 12 indexed citations

10.

Deng, Xin, et al.. (2019). RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning. IEEE Transactions on Circuits and Systems for Video Technology. 30(8). 2447–2462. 12 indexed citations

11.

Abrahamsson, Therése, et al.. (2018). CosMIC: A Consistent Metric for Spike Inference from Calcium Imaging. Neural Computation. 30(10). 2726–2756. 4 indexed citations

12.

Dragotti, Pier Luigi, et al.. (2017). Sampling and reconstruction of sparse signals on circulant graphs – an introduction to graph-FRI. Applied and Computational Harmonic Analysis. 47(3). 539–565. 17 indexed citations

13.

Yang, Guang, Simiao Yu, Hao Dong, et al.. (2017). DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Transactions on Medical Imaging. 37(6). 1310–1321. 674 indexed citations breakdown →

14.

Murray–Bruce, John & Pier Luigi Dragotti. (2014). Reconstructing diffusion fields sampled with a network of arbitrarily distributed sensors. Spiral (Imperial College London). 885–889. 5 indexed citations

15.

Dragotti, Pier Luigi, et al.. (2014). Accurate image registration using approximate Strang-Fix and an application in super-resolution. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1063–1067. 2 indexed citations

16.

Dragotti, Pier Luigi, et al.. (2012). A fast layer-based multiview image coding algorithm. TECNALIA Publications (Fundación TECNALIA Research & Innovation). 1224–1228. 1 indexed citations

17.

Blu, Thierry, et al.. (2011). Sampling Curves with Finite Rate of Innovation. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 3 indexed citations

18.

Dragotti, Pier Luigi, et al.. (2011). Simultaneous estimation of sparse signals and systems at sub-Nyquist rates. European Signal Processing Conference. 328–332. 1 indexed citations

19.

Velisavljević, Vladan, Baltasar Beferull‐Lozano, Martin Vetterli, & Pier Luigi Dragotti. (2003). Discrete Multi-Directional Wavelet Bases. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1. 1025–1028. 14 indexed citations

20.

Dragotti, Pier Luigi, Martin Vetterli, & Vladan Velisavljević. (2002). Directional wavelets and wavelet footprints for compression and denoising. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1 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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