Manuel J. Marín‐Jiménez

6.7k total citations · 2 hit papers
65 papers, 3.5k citations indexed

About

Manuel J. Marín‐Jiménez is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Aerospace Engineering. According to data from OpenAlex, Manuel J. Marín‐Jiménez has authored 65 papers receiving a total of 3.5k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Computer Vision and Pattern Recognition, 20 papers in Biomedical Engineering and 13 papers in Aerospace Engineering. Recurrent topics in Manuel J. Marín‐Jiménez's work include Human Pose and Action Recognition (38 papers), Video Surveillance and Tracking Methods (29 papers) and Gait Recognition and Analysis (20 papers). Manuel J. Marín‐Jiménez is often cited by papers focused on Human Pose and Action Recognition (38 papers), Video Surveillance and Tracking Methods (29 papers) and Gait Recognition and Analysis (20 papers). Manuel J. Marín‐Jiménez collaborates with scholars based in Spain, United Kingdom and United States. Manuel J. Marín‐Jiménez's co-authors include Rafael Muñoz‐Salinas, Sergio Garrido-Jurado, F.J. Madrid-Cuevas, Andrew Zisserman, Vittorio Ferrari, Vittorio Ferrari, Francisco M. Castro, Nicolás Guil, R. Medina-Carnicer and Marcin Eichner and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Expert Systems with Applications and IEEE Access.

In The Last Decade

Manuel J. Marín‐Jiménez

60 papers receiving 3.4k 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.

Automatic generation and detection of highly reliable fiducial markers under occlusion

2014 1.6k citations Rafael Muñoz‐Salinas, Manuel J. Marín‐Jiménez et al. profile →
Progressive search space reduction for human pose estimation

2008 387 citations Vittorio Ferrari, Manuel J. Marín‐Jiménez et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Manuel J. Marín‐Jiménez Spain	21	2.5k	853	728	561	405	65	3.5k
Rafael Muñoz‐Salinas Spain	20	2.2k 0.9×	1.3k 1.6×	507 0.7×	434 0.8×	219 0.5×	77	3.5k
F.J. Madrid-Cuevas Spain	18	1.6k 0.7×	918 1.1×	374 0.5×	301 0.5×	153 0.4×	36	2.6k
Stan Birchfield United States	33	3.6k 1.4×	1.1k 1.3×	281 0.4×	354 0.6×	478 1.2×	82	4.6k
Emanuele Menegatti Italy	26	1.5k 0.6×	1.1k 1.3×	447 0.6×	206 0.4×	270 0.7×	172	2.9k
Antonis Argyros Greece	29	2.7k 1.1×	1.0k 1.2×	285 0.4×	1.2k 2.1×	418 1.0×	165	4.0k
Ryo Kurazume Japan	27	1.2k 0.5×	916 1.1×	788 1.1×	196 0.3×	273 0.7×	247	2.6k
Luis M. Bergasa Spain	38	3.1k 1.3×	1.1k 1.2×	300 0.4×	604 1.1×	700 1.7×	174	5.6k
Jizhong Xiao United States	26	1.3k 0.5×	1.4k 1.6×	586 0.8×	225 0.4×	276 0.7×	154	3.2k
James J. Little Canada	37	4.8k 2.0×	2.0k 2.3×	855 1.2×	543 1.0×	921 2.3×	160	6.1k
Markus Vincze Austria	30	2.2k 0.9×	1.6k 1.9×	365 0.5×	249 0.4×	560 1.4×	266	3.9k

Countries citing papers authored by Manuel J. Marín‐Jiménez

Since Specialization

Citations

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

Fields of papers citing papers by Manuel J. Marín‐Jiménez

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Manuel J. Marín‐Jiménez. 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 Manuel J. Marín‐Jiménez. The network helps show where Manuel J. Marín‐Jiménez may publish in the future.

Co-authorship network of co-authors of Manuel J. Marín‐Jiménez

This figure shows the co-authorship network connecting the top 25 collaborators of Manuel J. Marín‐Jiménez. A scholar is included among the top collaborators of Manuel J. Marín‐Jiménez 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 Manuel J. Marín‐Jiménez. Manuel J. Marín‐Jiménez 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

Marín‐Jiménez, Manuel J., et al.. (2025). A bird song detector for improving bird identification through deep learning: A case study from Doñana. Ecological Informatics. 90. 103254–103254.

Marín‐Jiménez, Nuria, et al.. (2025). Health & Gait: a dataset for gait-based analysis. Scientific Data. 12(1). 44–44. 2 indexed citations

Cubero, Nicolás Seisdedos, et al.. (2025). Empirical study of human pose representations for gait recognition. Expert Systems with Applications. 275. 126946–126946.

Migliorelli, Lucia, et al.. (2024). Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance. Engineering Applications of Artificial Intelligence. 140. 109684–109684. 4 indexed citations

Romero-Ramírez, Francisco J., et al.. (2024). Large-Scale Indoor Camera Positioning Using Fiducial Markers. Sensors. 24(13). 4303–4303. 2 indexed citations

Muñoz‐Salinas, Rafael, et al.. (2024). DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions. Image and Vision Computing. 152. 105313–105313. 4 indexed citations

Wang, Rui, Chuanfu Shen, Manuel J. Marín‐Jiménez, George Q. Huang, & Shiqi Yu. (2024). Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification. 1–11.

Romero-Ramírez, Francisco J., et al.. (2023). Fiducial Objects: Custom Design and Evaluation. Sensors. 23(24). 9649–9649. 2 indexed citations

Romero-Ramírez, Francisco J., et al.. (2023). UCO Physical Rehabilitation: New Dataset and Study of Human Pose Estimation Methods on Physical Rehabilitation Exercises. Sensors. 23(21). 8862–8862. 4 indexed citations

10.

Marín‐Jiménez, Manuel J., et al.. (2021). UGaitNet: Multimodal Gait Recognition With Missing Input Modalities. IEEE Transactions on Information Forensics and Security. 16. 5452–5462. 25 indexed citations

11.

Castro, Francisco M., et al.. (2020). iLGaCo: Incremental Learning of Gait Covariate Factors. 1–8. 3 indexed citations

12.

Castro, Francisco M., et al.. (2019). Energy-based tuning of convolution neural networks on multi-GPUs. Repositorio Institucional de la Universidad de Málaga (University of Málaga). 11 indexed citations

13.

Castro, Francisco M., et al.. (2019). A cross-dataset deep learning-based classifier for people fall detection and identification. Computer Methods and Programs in Biomedicine. 184. 105265–105265. 41 indexed citations

14.

Marín‐Jiménez, Manuel J., Francisco M. Castro, Nicolás Guil, Fernando De la Torre, & R. Medina-Carnicer. (2017). Deep multi-task learning for gait-based biometrics. Repositorio Institucional de la Universidad de Málaga (University of Málaga). 106–110. 54 indexed citations

15.

Castro, Francisco M., Manuel J. Marín‐Jiménez, & Nicolás Guil. (2016). Multimodal features fusion for gait, gender and shoes recognition. Machine Vision and Applications. 27(8). 1213–1228. 34 indexed citations

16.

Marín‐Jiménez, Manuel J., Rafael Muñoz‐Salinas, Enrique Yeguas-Bolívar, & Nicolás Pérez de la Blanca. (2013). Human interaction categorization by using audio-visual cues. Machine Vision and Applications. 25(1). 71–84. 18 indexed citations

17.

Marín‐Jiménez, Manuel J., Enrique Yeguas-Bolívar, & Nicolás Pérez de la Blanca. (2012). Exploring STIP-based models for recognizing human interactions in TV videos. Pattern Recognition Letters. 34(15). 1819–1828. 21 indexed citations

18.

Blanca, Nicolás Pérez de la, et al.. (2009). Tracking people in video sequences using multiple models. Multimedia Tools and Applications. 49(2). 371–403. 7 indexed citations

19.

Philbin, James, et al.. (2008). Oxford/IIIT TRECVID 2008 - Notebook paper. Oxford University Research Archive (ORA) (University of Oxford). 2 indexed citations

20.

Philbin, James, Ondřej Chum, Josef Šivic, et al.. (2007). Oxford TRECVid 2007 \u2013 Notebook paper.. TRECVID. 1 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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