Alex Bronstein

5.9k total citations · 1 hit paper
100 papers, 2.8k citations indexed

About

Alex Bronstein is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Signal Processing. According to data from OpenAlex, Alex Bronstein has authored 100 papers receiving a total of 2.8k indexed citations (citations by other indexed papers that have themselves been cited), including 47 papers in Computer Vision and Pattern Recognition, 26 papers in Computational Mechanics and 16 papers in Signal Processing. Recurrent topics in Alex Bronstein's work include 3D Shape Modeling and Analysis (15 papers), Blind Source Separation Techniques (13 papers) and Image and Signal Denoising Methods (13 papers). Alex Bronstein is often cited by papers focused on 3D Shape Modeling and Analysis (15 papers), Blind Source Separation Techniques (13 papers) and Image and Signal Denoising Methods (13 papers). Alex Bronstein collaborates with scholars based in Israel, United States and Switzerland. Alex Bronstein's co-authors include Michael M. Bronstein, Raja Giryes, Christoph Strecha, Pascal Fua, Roee Litman, Eli Schwartz, Guillermo Sapiro, Ron Kimmel, Emanuele Rodolà and Or Litany and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nucleic Acids Research and Circulation.

In The Last Decade

Alex Bronstein

96 papers receiving 2.7k 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.

LDAHash: Improved Matching with Smaller Descriptors

2011 421 citations Alex Bronstein, Michael M. Bronstein et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Alex Bronstein Israel	28	1.8k	772	516	317	291	100	2.8k
Michael Lindenbaum Israel	27	1.9k 1.1×	616 0.8×	518 1.0×	411 1.3×	262 0.9×	93	3.0k
Raja Giryes Israel	24	1.4k 0.8×	788 1.0×	657 1.3×	125 0.4×	325 1.1×	107	2.5k
Emanuele Rodolà Italy	26	1.8k 1.0×	1.2k 1.5×	666 1.3×	472 1.5×	73 0.3×	82	3.2k
Nikos Komodakis France	26	2.6k 1.5×	352 0.5×	1.0k 2.0×	304 1.0×	546 1.9×	68	3.7k
R. Malladi United States	18	2.8k 1.6×	709 0.9×	405 0.8×	217 0.7×	409 1.4×	33	3.7k
Aaron Lefohn United States	30	2.0k 1.1×	884 1.1×	412 0.8×	149 0.5×	223 0.8×	65	4.1k
Nahum Kiryati Israel	35	2.8k 1.6×	569 0.7×	179 0.3×	401 1.3×	754 2.6×	115	3.9k
Michael Werman Israel	28	3.5k 1.9×	361 0.5×	478 0.9×	412 1.3×	775 2.7×	117	4.6k
Benjamin B. Kimia United States	33	3.4k 1.9×	953 1.2×	236 0.5×	343 1.1×	174 0.6×	112	4.3k
Xavier Bresson Switzerland	26	2.4k 1.4×	900 1.2×	437 0.8×	142 0.4×	573 2.0×	65	3.4k

Countries citing papers authored by Alex Bronstein

Since Specialization

Citations

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

Fields of papers citing papers by Alex Bronstein

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alex Bronstein

This figure shows the co-authorship network connecting the top 25 collaborators of Alex Bronstein. A scholar is included among the top collaborators of Alex Bronstein 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 Alex Bronstein. Alex Bronstein 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

Bronstein, Alex, et al.. (2025). Improving prediction accuracy in chimeric proteins with windowed multiple sequence alignment. Computational and Structural Biotechnology Journal. 27. 3292–3298.

Bronstein, Alex, et al.. (2025). Machine Learning Inference of Stellar Properties Using Integrated Photometric and Spectroscopic Data. The Astrophysical Journal. 994(1). 110–110. 1 indexed citations

Kodesh, Einat, et al.. (2025). From Lab to Wrist: Bridging Metabolic Monitoring and Consumer Wearables for Heart Rate and Oxygen Consumption Modeling. 60–77.

Rosenberg, Aviv A., et al.. (2024). A dataset of alternately located segments in protein crystal structures. Scientific Data. 11(1). 783–783. 1 indexed citations

Yaniv, Yael, et al.. (2024). Data-driven modeling of interrelated dynamical systems. Communications Physics. 7(1). 1 indexed citations

Rosenberg, Aviv A., et al.. (2023). An amino-domino model described by a cross-peptide-bond Ramachandran plot defines amino acid pairs as local structural units. Proceedings of the National Academy of Sciences. 120(44). e2301064120–e2301064120. 7 indexed citations

Cosmo, Luca, et al.. (2023). Guided diffusion for inverse molecular design. Nature Computational Science. 3(10). 873–882. 46 indexed citations

Bronstein, Alex, et al.. (2023). Water stabilizes an alternate turn conformation in horse heart myoglobin. Scientific Reports. 13(1). 6094–6094. 2 indexed citations

Rosenberg, Aviv A., et al.. (2022). Machine learning approaches demonstrate that protein structures carry information about their genetic coding. Scientific Reports. 12(1). 21968–21968. 1 indexed citations

10.

Rosenberg, Aviv A., et al.. (2022). Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon. Nature Communications. 13(1). 2815–2815. 24 indexed citations

11.

Michailovich, Oleg, et al.. (2021). PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI. 1(April 2021). 1–23. 31 indexed citations

12.

Karnieli, Aviv, et al.. (2021). Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals. arXiv (Cornell University). 2 indexed citations

13.

Ovsjanikov, Maks, et al.. (2019). Correspondence-free region localization for partial shape similarity via hamiltonian spectrum alignment. IRIS Research product catalog (Sapienza University of Rome). 12 indexed citations

14.

Ben‐Ari, Rami, et al.. (2019). Toward Self-Supervised Object Detection in Unlabeled Videos. arXiv (Cornell University). 1 indexed citations

15.

Sprechmann, Pablo, et al.. (2013). Efficient supervised sparse analysis and synthesis operators. Neural Information Processing Systems. 908–916. 6 indexed citations

16.

Bronstein, Alex, Pablo Sprechmann, & Guillermo Sapiro. (2012). Learning Efficient Structured Sparse Models. International Conference on Machine Learning. 219–226. 12 indexed citations

17.

Kimmel, Ron, Cuiping Zhang, Alex Bronstein, & Michael M. Bronstein. (2011). Are MSER Features Really Interesting?. IEEE Transactions on Pattern Analysis and Machine Intelligence. 33(11). 2316–2320. 61 indexed citations

18.

Bronstein, Alex & Michael M. Bronstein. (2008). Not only size matters: Regularized partial matching of nonrigid shapes. 1–6. 12 indexed citations

19.

Bronstein, Michael M., Alex Bronstein, Michael Zibulevsky, & Y.Y. Zeevi. (2005). Blind deconvolution of images using optimal sparse representations. IEEE Transactions on Image Processing. 14(6). 726–736. 62 indexed citations

20.

Bronstein, Michael M., Alex Bronstein, Michael Zibulevsky, & Haim Azhari. (2002). Reconstruction in diffraction ultrasound tomography using nonuniform FFT. IEEE Transactions on Medical Imaging. 21(11). 1395–1401. 75 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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