Xavier Gibert

661 total citations · 1 hit paper
6 papers, 517 citations indexed

About

Xavier Gibert is a scholar working on Civil and Structural Engineering, Computer Vision and Pattern Recognition and Mechanical Engineering. According to data from OpenAlex, Xavier Gibert has authored 6 papers receiving a total of 517 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Civil and Structural Engineering, 3 papers in Computer Vision and Pattern Recognition and 3 papers in Mechanical Engineering. Recurrent topics in Xavier Gibert's work include Infrastructure Maintenance and Monitoring (4 papers), Railway Engineering and Dynamics (3 papers) and Image and Signal Denoising Methods (1 paper). Xavier Gibert is often cited by papers focused on Infrastructure Maintenance and Monitoring (4 papers), Railway Engineering and Dynamics (3 papers) and Image and Signal Denoising Methods (1 paper). Xavier Gibert collaborates with scholars based in United States. Xavier Gibert's co-authors include Rama Chellappa, Vishal M. Patel, Huiping Li, David Doermann and Demetrio Labate and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems and EURASIP Journal on Advances in Signal Processing.

In The Last Decade

Xavier Gibert

6 papers receiving 498 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.

Deep Multitask Learning for Railway Track Inspection

2016 337 citations Xavier Gibert, Vishal M. Patel et al. IEEE Transactions on Intelligent Transportation Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xavier Gibert United States	5	282	208	145	142	101	6	517
Junping Zhong China	8	141 0.5×	159 0.8×	113 0.8×	149 1.0×	50 0.5×	15	378
Massimiliano Nitti Italy	17	173 0.6×	177 0.9×	476 3.3×	170 1.2×	75 0.7×	63	842
Peng Dai China	10	141 0.5×	171 0.8×	77 0.5×	64 0.5×	44 0.4×	22	528
Arcangelo Distante Italy	12	125 0.4×	118 0.6×	227 1.6×	80 0.6×	65 0.6×	42	474
Dehua Wei China	6	209 0.7×	187 0.9×	120 0.8×	128 0.9×	99 1.0×	17	430
Zujun Yu China	16	198 0.7×	204 1.0×	157 1.1×	47 0.3×	50 0.5×	60	594
Siamak Hajizadeh Netherlands	4	252 0.9×	246 1.2×	60 0.4×	186 1.3×	49 0.5×	5	457
Gaoqiang Kang China	8	168 0.6×	182 0.9×	107 0.7×	185 1.3×	65 0.6×	9	523

Countries citing papers authored by Xavier Gibert

Since Specialization

Citations

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

Fields of papers citing papers by Xavier Gibert

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xavier Gibert

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

All Works

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6 of 6 papers shown

1.

Gibert, Xavier, Vishal M. Patel, & Rama Chellappa. (2016). Deep Multitask Learning for Railway Track Inspection. IEEE Transactions on Intelligent Transportation Systems. 18(1). 153–164. 337 indexed citations breakdown →

2.

Gibert, Xavier, et al.. (2015). Robust Fastener Detection for Autonomous Visual Railway Track Inspection. 694–701. 89 indexed citations

3.

Gibert, Xavier, Vishal M. Patel, & Rama Chellappa. (2015). Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection. 131–138. 14 indexed citations

4.

Chellappa, Rama, et al.. (2015). Robust Anomaly Detection for Vision-Based Inspection of Railway Components. 2 indexed citations

5.

Gibert, Xavier, Vishal M. Patel, Demetrio Labate, & Rama Chellappa. (2014). Discrete shearlet transform on GPU with applications in anomaly detection and denoising. EURASIP Journal on Advances in Signal Processing. 2014(1). 31 indexed citations

6.

Gibert, Xavier, Huiping Li, & David Doermann. (2003). Sports video classification using HMMS. II–345. 44 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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