Marc Gelgon

720 total citations
21 papers, 292 citations indexed

About

Marc Gelgon is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Marc Gelgon has authored 21 papers receiving a total of 292 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 8 papers in Computer Vision and Pattern Recognition and 7 papers in Signal Processing. Recurrent topics in Marc Gelgon's work include Bayesian Methods and Mixture Models (9 papers), Gaussian Processes and Bayesian Inference (5 papers) and Music and Audio Processing (5 papers). Marc Gelgon is often cited by papers focused on Bayesian Methods and Mixture Models (9 papers), Gaussian Processes and Bayesian Inference (5 papers) and Music and Audio Processing (5 papers). Marc Gelgon collaborates with scholars based in France, Finland and South Korea. Marc Gelgon's co-authors include Patrick Bouthémy, Pierrick Bruneau, Naveed Ahmad, Masoom Alam, Saif Ur Rehman Malik, Adeel Anjum, Mansoor Ahmed, Sabah Suhail, Abid Khan and Guillaume Raschia and has published in prestigious journals such as Pattern Recognition, IEEE Transactions on Circuits and Systems for Video Technology and Pattern Recognition Letters.

In The Last Decade

Marc Gelgon

19 papers receiving 269 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Marc Gelgon France	8	214	90	78	31	10	21	292
R. Radhakrishnan United States	11	270 1.3×	279 3.1×	71 0.9×	45 1.5×	11 1.1×	24	443
Sungjoo Ha South Korea	5	109 0.5×	108 1.2×	128 1.6×	8 0.3×	7 0.7×	6	257
Kai Uwe Barthel Germany	8	201 0.9×	70 0.8×	35 0.4×	6 0.2×	2 0.2×	26	225
Thiago Ferreira Covões Brazil	7	61 0.3×	53 0.6×	157 2.0×	121 3.9×	7 0.7×	18	269
Sung-Wen Wang Taiwan	6	171 0.8×	50 0.6×	57 0.7×	13 0.4×	1 0.1×	10	242
Fuzong Lin China	9	442 2.1×	203 2.3×	38 0.5×	39 1.3×	6 0.6×	18	460
Yuzhuo Zhong China	10	305 1.4×	155 1.7×	34 0.4×	32 1.0×	2 0.2×	51	360
Zhan Li China	8	114 0.5×	14 0.2×	33 0.4×	13 0.4×	2 0.2×	35	181
Eugene T. Lin United States	11	502 2.3×	91 1.0×	29 0.4×	10 0.3×		19	525
Yushuo Guan China	6	184 0.9×	45 0.5×	50 0.6×	9 0.3×	2 0.2×	8	206

Countries citing papers authored by Marc Gelgon

Since Specialization

Citations

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

Fields of papers citing papers by Marc Gelgon

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marc Gelgon

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

Anjum, Adeel, Guillaume Raschia, Marc Gelgon, et al.. (2017). τ -safety: A privacy model for sequential publication with arbitrary updates. Computers & Security. 66. 20–39. 24 indexed citations

Li, Ke, et al.. (2014). A Multi-Stage Framework of Textual Criminal Cases Categorization: Criminal and Legal Elements Approach. 5(4). 119–126. 1 indexed citations

Bruneau, Pierrick, et al.. (2012). A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers. Information Fusion. 14(3). 268–280. 7 indexed citations

Gelgon, Marc, et al.. (2009). Fast aggregation of student mixture models. European Signal Processing Conference. 2638–2642.

Bruneau, Pierrick, et al.. (2009). Parsimonious Variational-Bayes Mixture Aggregation With A Poisson Prior. Zenodo (CERN European Organization for Nuclear Research). 1499–1503. 3 indexed citations

Bruneau, Pierrick, et al.. (2009). Interactive unsupervised classification and visualization for browsing an image collection. Pattern Recognition. 43(2). 485–493. 5 indexed citations

Bruneau, Pierrick, et al.. (2009). Incremental semi-supervised clustering in a data stream with a flock of agents. 3067–3074. 2 indexed citations

Bruneau, Pierrick, et al.. (2009). Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach. Pattern Recognition. 43(3). 850–858. 21 indexed citations

Bruneau, Pierrick, et al.. (2008). Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. 1–4. 8 indexed citations

10.

Gelgon, Marc, et al.. (2008). Gossip-Based Computation of a Gaussian Mixture Model for Distributed Multimedia Indexing. IEEE Transactions on Multimedia. 10(3). 385–392. 14 indexed citations

11.

Gelgon, Marc, et al.. (2007). Organizing Gaussian mixture models into a tree for scaling up speaker retrieval. Pattern Recognition Letters. 28(11). 1314–1319. 2 indexed citations

12.

Gelgon, Marc, et al.. (2006). Fast decentralized learning of a Gaussian mixture model for large-scale multimedia retrieval. 17. 7 pp.–7 pp.. 1 indexed citations

13.

Gelgon, Marc, et al.. (2005). Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a peer-to-peer network. 41–48. 2 indexed citations

14.

Gelgon, Marc, et al.. (2004). Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach. Image and Vision Computing. 23(1). 19–31. 6 indexed citations

15.

Gelgon, Marc, et al.. (2004). Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data. Journal of Visual Communication and Image Representation. 15(3). 425–445. 12 indexed citations

16.

Gelgon, Marc, et al.. (2004). Structuring and Querying Documents in an Audio Database Management System. Multimedia Tools and Applications. 24(2). 105–123. 1 indexed citations

17.

Mohr, Roger, C. Schmid, Patrick Bouthémy, et al.. (2002). Building and using hypervideos. 276–277.

18.

Gelgon, Marc & Patrick Bouthémy. (2000). A region-level motion-based graph representation and labeling for tracking a spatial image partition. Pattern Recognition. 33(4). 725–740. 35 indexed citations

19.

Bouthémy, Patrick, et al.. (1999). A unified approach to shot change detection and camera motion characterization. IEEE Transactions on Circuits and Systems for Video Technology. 9(7). 1030–1044. 143 indexed citations

20.

Benayoun, Serge, et al.. (1998). Structuration de vidéos pour des interfaces de consultation avancées. HAL (Le Centre pour la Communication Scientifique Directe). 2 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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