Guy Gilboa

4.8k total citations · 3 hit papers
48 papers, 2.9k citations indexed

About

Guy Gilboa is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Media Technology. According to data from OpenAlex, Guy Gilboa has authored 48 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Computer Vision and Pattern Recognition, 15 papers in Computational Mechanics and 10 papers in Media Technology. Recurrent topics in Guy Gilboa's work include Image and Signal Denoising Methods (27 papers), Medical Image Segmentation Techniques (14 papers) and Sparse and Compressive Sensing Techniques (9 papers). Guy Gilboa is often cited by papers focused on Image and Signal Denoising Methods (27 papers), Medical Image Segmentation Techniques (14 papers) and Sparse and Compressive Sensing Techniques (9 papers). Guy Gilboa collaborates with scholars based in Israel, United States and Germany. Guy Gilboa's co-authors include Stanley Osher, Y.Y. Zeevi, Nir Sochen, Jean–François Aujol, Tony F. Chan, Martin Burger, Jinjun Xu, I. Bernard Cohen, Alon Amar and Nicolas Papadakis and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Computational Physics and IEEE Transactions on Image Processing.

In The Last Decade

Guy Gilboa

46 papers receiving 2.6k 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.

Nonlocal Operators with Applications to Image Processing

2008 945 citations Guy Gilboa, Stanley Osher profile →
Structure-Texture Image Decomposition—Modeling, Algorithms, and Parameter Selection

2006 417 citations Jean–François Aujol, Guy Gilboa et al. profile →
Nonlocal Linear Image Regularization and Supervised Segmentation

2007 320 citations Guy Gilboa, Stanley Osher profile →

Peers

Countries citing papers authored by Guy Gilboa

Since Specialization

Citations

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

Fields of papers citing papers by Guy Gilboa

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Guy Gilboa

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

#	Work	Indexed citations
1	Generalized Inversion of Nonlinear Operators 2024 ·Journal of Mathematical Imaging and Vision ·(unknown), Guy Gilboa	3
2	Minimizing quotient regularization model 2024 ·Inverse Problems and Imaging ·Chao Wang, Jean–François Aujol, Guy Gilboa, Yifei Lou	1
3	Spectral Total-variation Processing of Shapes—Theory and Applications 2024 ·ACM Transactions on Graphics ·(unknown), Martin Burger, Guy Gilboa	0
4	Latent Modes of Nonlinear Flows 2023 ·Cambridge University Press eBooks ·I. Bernard Cohen, Guy Gilboa	3
5	Revealing stable and unstable modes of denoisers through nonlinear eigenvalue analysis 2021 ·Journal of Visual Communication and Image Representation ·(unknown), Guy Gilboa	1
6	Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks 2020 ·arXiv (Cornell University) ·(unknown), (unknown), Nicolas Papadakis, Guy Gilboa	6
7	Rayleigh quotient minimization for absolutely one-homogeneous functionals 2019 ·Inverse Problems ·(unknown), Jean–François Aujol, Guy Gilboa, Nicolas Papadakis	8
8	Introducing the p-Laplacian spectra 2019 ·Signal Processing ·I. Bernard Cohen, Guy Gilboa	7
9	A Discrete Theory and Efficient Algorithms for Forward-and-Backward Diffusion Filtering 2018 ·Journal of Mathematical Imaging and Vision ·Martin Welk, Joachim Weickert, Guy Gilboa	1
10	In situ target-less calibration of turbid media 2017 ·(unknown), Tali Treibitz, Guy Gilboa	12
11	Mine-Like Objects detection in Side-Scan Sonar images using a shadows-highlights geometrical features space 2016 ·(unknown), Alon Amar, Guy Gilboa	18
12	Automatic coronary lumen segmentation with partial volume modeling improves lesions' hemodynamic significance assessment 2016 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Moti Freiman, (unknown), Guy Gilboa, Hannes Nickisch, Sven Prevrhal, Holger Schmitt, Mani Vembar, (unknown)	5
13	Nonlinear Scale Space with Spatially Varying Stopping Time 2008 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Guy Gilboa	18
14	Nonlocal evolutions for image regularization 2007 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Guy Gilboa, Stanley Osher	21
15	Estimation of optimal PDE-based denoising in the SNR sense 2006 ·IEEE Transactions on Image Processing ·Guy Gilboa, Nir Sochen, Y.Y. Zeevi	78
16	Variational denoising of partly textured images by spatially varying constraints 2006 ·IEEE Transactions on Image Processing ·Guy Gilboa, Nir Sochen, Y.Y. Zeevi	126
17	Constrained and SNR-Based Solutions for TV-Hilbert Space Image Denoising 2006 ·Journal of Mathematical Imaging and Vision ·Jean–François Aujol, Guy Gilboa	47
18	Image enhancement and denoising by complex diffusion processes 2004 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Guy Gilboa, Nir Sochen, Y.Y. Zeevi	336
19	Forward-and-backward diffusion processes for adaptive image enhancement and denoising 2002 ·IEEE Transactions on Image Processing ·Guy Gilboa, Nir Sochen, Y.Y. Zeevi	224
20	Anisotropic selective inverse diffusion for signal enhancement in the presence of noise 2002 ·Guy Gilboa, Y.Y. Zeevi, Nir Sochen	11

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