Justin Romberg

88 papers and 5.3k indexed citations
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About

Justin Romberg is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Justin Romberg has authored 88 papers receiving a total of 5.3k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Computer Vision and Pattern Recognition, 26 papers in Computational Mechanics and 16 papers in Artificial Intelligence. Recurrent topics in Justin Romberg’s work include Image and Signal Denoising Methods (26 papers), Sparse and Compressive Sensing Techniques (25 papers) and Medical Image Segmentation Techniques (12 papers). Justin Romberg is often cited by papers focused on Image and Signal Denoising Methods (26 papers), Sparse and Compressive Sensing Techniques (25 papers) and Medical Image Segmentation Techniques (12 papers). Justin Romberg collaborates with scholars based in United States, China and Switzerland. Justin Romberg's co-authors include Emmanuel J. Candès, Terence Tao, Richard G. Baraniuk, Hyeokho Choi, Mark A. Davenport, M. Salman Asif, Ali Ahmed, Benjamin Recht, Michael B. Wakin and Christopher J. Rozell and has published in prestigious journals such as Nature, Nature Communications and Scientific Reports.

In The Last Decade

Co-authorship network of co-authors of Justin Romberg

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

Fields of papers citing papers by Justin Romberg

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Justin Romberg

Since Specialization
Citations

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

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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