Xavier Muñoz

5.7k total citations · 3 hit papers
35 papers, 2.9k citations indexed

About

Xavier Muñoz is a scholar working on Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Computational Theory and Mathematics. According to data from OpenAlex, Xavier Muñoz has authored 35 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computer Vision and Pattern Recognition, 12 papers in Electrical and Electronic Engineering and 10 papers in Computational Theory and Mathematics. Recurrent topics in Xavier Muñoz's work include Image Retrieval and Classification Techniques (11 papers), Advanced Optical Network Technologies (9 papers) and Advanced Image and Video Retrieval Techniques (9 papers). Xavier Muñoz is often cited by papers focused on Image Retrieval and Classification Techniques (11 papers), Advanced Optical Network Technologies (9 papers) and Advanced Image and Video Retrieval Techniques (9 papers). Xavier Muñoz collaborates with scholars based in Spain, Austria and United States. Xavier Muñoz's co-authors include Anna Bosch, Andrew Zisserman, Robert Martí, Jordi Freixenet, Xavier Cufí, Joan Martı́, Joan Martı́, Arnau Oliver, David Coudert and Arie M. C. A. Koster and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Lightwave Technology and Pattern Recognition Letters.

In The Last Decade

Xavier Muñoz

33 papers receiving 2.7k 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.

Representing shape with a spatial pyramid kernel

2007 969 citations Anna Bosch, Andrew Zisserman et al. profile →
Image Classification using Random Forests and Ferns

2007 859 citations Anna Bosch, Andrew Zisserman et al. profile →
Scene Classification Using a Hybrid Generative/Discriminative Approach

2008 498 citations Anna Bosch, Andrew Zisserman et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xavier Muñoz Spain	14	2.3k	621	619	288	148	35	2.9k
Anna Bosch Spain	6	2.1k 0.9×	537 0.9×	534 0.9×	273 0.9×	53 0.4×	11	2.5k
Yassine Ruichek France	27	1.6k 0.7×	436 0.7×	393 0.6×	437 1.5×	206 1.4×	176	2.6k
Björn Stenger Japan	28	2.4k 1.0×	322 0.5×	484 0.8×	235 0.8×	102 0.7×	86	3.0k
C. Papageorgiou United States	10	2.7k 1.2×	607 1.0×	315 0.5×	272 0.9×	199 1.3×	17	3.1k
Xuming He China	26	2.5k 1.1×	1.3k 2.1×	493 0.8×	239 0.8×	206 1.4×	127	3.6k
Dan Xu China	22	1.4k 0.6×	670 1.1×	276 0.4×	339 1.2×	99 0.7×	332	2.6k
Deepu Rajan Singapore	28	2.2k 0.9×	256 0.4×	460 0.7×	295 1.0×	137 0.9×	121	2.8k
Simone Bianco Italy	25	1.6k 0.7×	335 0.5×	336 0.5×	149 0.5×	179 1.2×	105	2.4k
Lizhuang Ma China	38	3.5k 1.5×	941 1.5×	709 1.1×	244 0.8×	83 0.6×	321	4.9k
Fadi Dornaika Spain	29	1.9k 0.8×	716 1.2×	367 0.6×	251 0.9×	53 0.4×	228	2.8k

Countries citing papers authored by Xavier Muñoz

Since Specialization

Citations

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

Fields of papers citing papers by Xavier Muñoz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xavier Muñoz

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

20 of 20 papers shown

Casals‐Terré, Jasmina, et al.. (2023). Non-Invasive Multiparametric Approach To Determine Sweat–Blood Lactate Bioequivalence. ACS Sensors. 8(4). 1536–1541. 21 indexed citations

Fàbrega, J., Jaume Martí-Farré, & Xavier Muñoz. (2021). Uniform forcing and immune sets in graphs and hypergraphs. Discrete Applied Mathematics. 305. 23–33.

Opilski, Z., Marcin Procek, Salvador D. Aznar‐Cervantes, José Luis Cenís, & Xavier Muñoz. (2020). Fiber optic humidity sensor based on silk fibroin interference films. Photonics Letters of Poland. 12(2). 49–49. 4 indexed citations

Hromkovič, Juraj, et al.. (2018). Online Graph Coloring Against a Randomized Adversary. International Journal of Foundations of Computer Science. 29(4). 551–569. 1 indexed citations

Bosch, Anna, Andrew Zisserman, & Xavier Muñoz. (2008). Scene Classification Using a Hybrid Generative/Discriminative Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence. 30(4). 712–727. 498 indexed citations breakdown →

Bosch, Anna, Andrew Zisserman, & Xavier Muñoz. (2007). Image Classification using Random Forests and Ferns. 1–8. 859 indexed citations breakdown →

Bosch, Anna, Xavier Muñoz, & Robert Martí. (2006). Which is the best way to organize/classify images by content?. Image and Vision Computing. 25(6). 778–791. 174 indexed citations

Muñoz, Xavier, et al.. (2006). Object and Scene Classification: what does a Supervised Approach Provide us?. LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas). 33. 773–777. 9 indexed citations

Bermond, Jean‐Claude, David Coudert, Xavier Muñoz, & Ignasi Sau. (2006). Traffic Grooming in Bidirectional WDM Ring Networks. HAL (Le Centre pour la Communication Scientifique Directe). 19. 19–22. 2 indexed citations

10.

Muñoz, Xavier, Jordi Freixenet, Xavier Cufí, & Joan Martı́. (2004). Active regions for colour texture segmentation integrating region and boundary information. LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas). 2. III–453. 5 indexed citations

11.

Cufí, Xavier, Xavier Muñoz, Jordi Freixenet, & Joan Martı́. (2003). A review of image segmentation techniques integrating region and boundary information. 1–39. 33 indexed citations

12.

Bermond, Jean‐Claude, David Coudert, & Xavier Muñoz. (2003). Traffic Grooming in Unidirectional WDM Ring Networks: the all-to-all unitary case. HAL (Le Centre pour la Communication Scientifique Directe). 1135–1153. 21 indexed citations

13.

Gómez, J., et al.. (2003). Unilaterally connected large digraphs and generalized cycles. Networks. 42(4). 181–188. 4 indexed citations

14.

Muñoz, Xavier, Jordi Freixenet, Xavier Cufí, & Joan Martı́. (2002). Strategies for image segmentation combining region and boundary information. Pattern Recognition Letters. 24(1-3). 375–392. 110 indexed citations

15.

Casals, Alı́cia, Xavier Cufí, Jordi Freixenet, Joan Martı́, & Xavier Muñoz. (2002). Friendly interface for objects selection in a robotized kitchen. 4. 4070–4075. 3 indexed citations

16.

Muñoz, Xavier, Xavier Cufí, Jordi Freixenet, & Joan Martı́. (2002). A new approach to segmentation based on fusing circumscribed contours, region growing and clustering. LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas). 1. 800–803. 2 indexed citations

17.

Coudert, David, A. Ferreira, & Xavier Muñoz. (2000). A multihop multi-OPS optical interconnection network. Journal of Lightwave Technology. 18(12). 2076–2085. 2 indexed citations

18.

Coudert, David, Afonso Ferreira, & Xavier Muñoz. (2000). Topologies for optical interconnection networks based on the optical transpose interconnection system. Applied Optics. 39(17). 2965–2965. 18 indexed citations

19.

Muñoz, Xavier & J. Gómez. (1998). Asymptotically Optimal (D, D', s)-Digraphs.. Ars Combinatoria. 49. 3 indexed citations

20.

Padró, Carles, Paz Morillo, & Xavier Muñoz. (1998). Fault-Tolerant Fixed Routings in Some Families of Digraphs. SIAM Journal on Discrete Mathematics. 11(3). 501–509. 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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