Gellért Máttyus

1.7k total citations · 1 hit paper
14 papers, 1.2k citations indexed

About

Gellért Máttyus is a scholar working on Computer Vision and Pattern Recognition, Environmental Engineering and Ocean Engineering. According to data from OpenAlex, Gellért Máttyus has authored 14 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 7 papers in Environmental Engineering and 6 papers in Ocean Engineering. Recurrent topics in Gellért Máttyus's work include Remote Sensing and LiDAR Applications (7 papers), Video Surveillance and Tracking Methods (6 papers) and Automated Road and Building Extraction (5 papers). Gellért Máttyus is often cited by papers focused on Remote Sensing and LiDAR Applications (7 papers), Video Surveillance and Tracking Methods (6 papers) and Automated Road and Building Extraction (5 papers). Gellért Máttyus collaborates with scholars based in Canada, Germany and United States. Gellért Máttyus's co-authors include Raquel Urtasun, Wenjie Luo, Kang Liu, Shenlong Wang, Sanja Fidler, Min Bai, Shrinidhi Kowshika Lakshmikanth, Namdar Homayounfar, Justin Liang and Bin Yang and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Geoscience and Remote Sensing Letters and Image and Vision Computing.

In The Last Decade

Gellért Máttyus

14 papers receiving 1.1k 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.

DeepRoadMapper: Extracting Road Topology from Aerial Images

2017 384 citations Gellért Máttyus, Wenjie Luo et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Gellért Máttyus Canada	11	789	413	381	254	243	14	1.2k
Franz Kurz Germany	15	451 0.6×	209 0.5×	245 0.6×	198 0.8×	224 0.9×	72	843
Csaba Benedek Hungary	21	661 0.8×	145 0.4×	300 0.8×	250 1.0×	421 1.7×	72	1.4k
Zhipeng Deng China	12	836 1.1×	145 0.4×	121 0.3×	350 1.4×	471 1.9×	28	1.2k
Huan Luo China	22	439 0.6×	171 0.4×	516 1.4×	171 0.7×	91 0.4×	56	1.3k
Shuhan Shen China	19	816 1.0×	151 0.4×	360 0.9×	538 2.1×	107 0.4×	91	1.5k
Shibiao Xu China	20	919 1.2×	435 1.1×	475 1.2×	252 1.0×	486 2.0×	126	1.7k
Nicolas Paparoditis France	19	467 0.6×	215 0.5×	727 1.9×	316 1.2×	223 0.9×	76	1.4k
Myron Brown United States	12	845 1.1×	169 0.4×	182 0.5×	306 1.2×	237 1.0×	16	1.1k
Huanxin Zou China	20	1.0k 1.3×	285 0.7×	134 0.4×	920 3.6×	707 2.9×	84	2.0k

Countries citing papers authored by Gellért Máttyus

Since Specialization

Citations

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

Fields of papers citing papers by Gellért Máttyus

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Gellért Máttyus

This figure shows the co-authorship network connecting the top 25 collaborators of Gellért Máttyus. A scholar is included among the top collaborators of Gellért Máttyus 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 Gellért Máttyus. Gellért Máttyus 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:

14 of 14 papers shown

1.

Ma, Wei-Chiu, Ignacio Tartavull, Ioan Andrei Bârsan, et al.. (2019). Exploiting Sparse Semantic HD Maps for Self-Driving Vehicle Localization. 5304–5311. 79 indexed citations

2.

Máttyus, Gellért & Raquel Urtasun. (2018). Matching Adversarial Networks. 8024–8032. 18 indexed citations

3.

Bai, Min, Gellért Máttyus, Namdar Homayounfar, et al.. (2018). Deep Multi-Sensor Lane Detection. 3102–3109. 59 indexed citations

4.

Wang, Shenlong, Min Bai, Gellért Máttyus, et al.. (2017). TorontoCity: Seeing the World with a Million Eyes. 3028–3036. 110 indexed citations

5.

Máttyus, Gellért, Wenjie Luo, & Raquel Urtasun. (2017). DeepRoadMapper: Extracting Road Topology from Aerial Images. 3458–3466. 384 indexed citations breakdown →

6.

Máttyus, Gellért, Shenlong Wang, Sanja Fidler, & Raquel Urtasun. (2016). HD Maps: Fine-Grained Road Segmentation by Parsing Ground and Aerial Images. elib (German Aerospace Center). 3611–3619. 93 indexed citations

7.

Máttyus, Gellért & Friedrich Fraundorfer. (2016). Aerial image sequence geolocalization with road traffic as invariant feature. Image and Vision Computing. 52. 218–229. 11 indexed citations

8.

Máttyus, Gellért, Shenlong Wang, Sanja Fidler, & Raquel Urtasun. (2015). Enhancing Road Maps by Parsing Aerial Images Around the World. elib (German Aerospace Center). 1689–1697. 84 indexed citations

9.

d’Angelo, Pablo, Gellért Máttyus, & Peter Reinartz. (2015). Skybox image and video product evaluation. International Journal of Image and Data Fusion. 7(1). 3–18. 21 indexed citations

10.

Liu, Kang & Gellért Máttyus. (2015). Fast Multiclass Vehicle Detection on Aerial Images. IEEE Geoscience and Remote Sensing Letters. 12(9). 1938–1942. 270 indexed citations

11.

Kurz, Franz, et al.. (2014). Real-time mapping from a helicopter with a new optical sensor system. elib (German Aerospace Center). 6 indexed citations

12.

Máttyus, Gellért. (2013). NEAR REAL-TIME AUTOMATIC MARINE VESSEL DETECTION ON OPTICAL SATELLITE IMAGES. SHILAP Revista de lepidopterología. XL-1/W1. 233–237. 36 indexed citations

13.

Máttyus, Gellért, et al.. (2013). A real-time optical airborne road traffic monitoring system. elib (German Aerospace Center). 1 indexed citations

14.

Máttyus, Gellért, Csaba Benedek, & Tamás Szirányi. (2010). MULTI TARGET TRACKING ON AERIAL VIDEOS. SZTAKI Publication Repository (Hungarian Academy of Sciences). 7 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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