Aleix M. Martı́nez

17.2k total citations · 8 hit papers
102 papers, 11.7k citations indexed

About

Aleix M. Martı́nez is a scholar working on Computer Vision and Pattern Recognition, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Aleix M. Martı́nez has authored 102 papers receiving a total of 11.7k indexed citations (citations by other indexed papers that have themselves been cited), including 71 papers in Computer Vision and Pattern Recognition, 25 papers in Cognitive Neuroscience and 16 papers in Artificial Intelligence. Recurrent topics in Aleix M. Martı́nez's work include Face and Expression Recognition (34 papers), Face recognition and analysis (26 papers) and Face Recognition and Perception (24 papers). Aleix M. Martı́nez is often cited by papers focused on Face and Expression Recognition (34 papers), Face recognition and analysis (26 papers) and Face Recognition and Perception (24 papers). Aleix M. Martı́nez collaborates with scholars based in United States, Spain and Germany. Aleix M. Martı́nez's co-authors include A.C. Kak, Manli Zhu, C. Fabian Benitez-Quiroz, Stacy Marsella, Seth D. Pollak, Lisa Feldman Barrett, Ralph Adolphs, Yong Tao, Ramprakash Srinivasan and Onur C. Hamsici and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Journal of Neuroscience and SHILAP Revista de lepidopterología.

In The Last Decade

Aleix M. Martı́nez

99 papers receiving 11.1k citations

Hit Papers

5 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.

PCA versus LDA

2001 2.3k citations Aleix M. Martı́nez et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
The AR face databasae

1998 2.1k citations Aleix M. Martı́nez CTIT technical reports series profile →
The AR face database

1998 1.5k citations Aleix M. Martı́nez profile →
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements

2019 940 citations Aleix M. Martı́nez et al. PubMed profile →
Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class

2002 554 citations Aleix M. Martı́nez IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Compound facial expressions of emotion

2014 538 citations Aleix M. Martı́nez et al. profile →
EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild

2016 378 citations C. Fabian Benitez-Quiroz, Ramprakash Srinivasan et al. profile →
GANimation: Anatomically-Aware Facial Animation from a Single Image

2018 337 citations Albert Pumarola, Antonio Agudo et al. Lecture notes in computer science profile →

Peers

Aleix M. Martı́nez

CVPR

ECP

Touradj Ebrahimi Switzerland

Stefanos Zafeiriou United Kingdom

Michael Cohen United States

Nicu Sebe Italy

P. Jonathon Phillips United States

Weihong Deng China

Matthew Turk United States

Ioannis Pitas Greece

Fernando De la Torre United States

Guodong Guo China

Touradj Ebrahimi Switzerland

Aleix M. Martı́nez

11.3k ×1.4

CVPR

3.8k ×1.9

2.8k ×1.5

ECP

1.5k ×0.9

4.1k ×2.5

Citations per year, relative to Aleix M. Martı́nez Aleix M. Martı́nez (= 1×) peers Touradj Ebrahimi

Countries citing papers authored by Aleix M. Martı́nez

Since Specialization

Citations

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

Fields of papers citing papers by Aleix M. Martı́nez

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aleix M. Martı́nez. 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 Aleix M. Martı́nez. The network helps show where Aleix M. Martı́nez may publish in the future.

Co-authorship network of co-authors of Aleix M. Martı́nez

This figure shows the co-authorship network connecting the top 25 collaborators of Aleix M. Martı́nez. A scholar is included among the top collaborators of Aleix M. Martı́nez 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 Aleix M. Martı́nez. Aleix M. Martı́nez 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

Martı́nez, Aleix M., Jean-Karim Hèriché, Marı́a Calvo, et al.. (2023). Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools. Open Biology. 13(1). 220200–220200. 16 indexed citations

Martı́nez, Aleix M., et al.. (2020). The influence of spatial location on same-different judgments of facial identity and expression.. Journal of Experimental Psychology Human Perception & Performance. 46(12). 1538–1552. 2 indexed citations

Martı́nez, Aleix M.. (2019). The promises and perils of automated facial action coding in studying children’s emotions.. Developmental Psychology. 55(9). 1965–1981. 9 indexed citations

Benitez-Quiroz, C. Fabian, Ramprakash Srinivasan, & Aleix M. Martı́nez. (2018). Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities. IEEE Transactions on Pattern Analysis and Machine Intelligence. 41(12). 2835–2845. 16 indexed citations

Pumarola, Albert, Antonio Agudo, Aleix M. Martı́nez, Alberto Sanfeliu, & Francesc Moreno-Noguer. (2018). GANimation: Anatomically-Aware Facial Animation from a Single Image. Lecture notes in computer science. 11214. 835–851. 337 indexed citations breakdown →

Zhao, Kaili, Wen-Sheng Chu, & Aleix M. Martı́nez. (2018). Learning Facial Action Units from Web Images with Scalable Weakly Supervised Clustering. PubMed. 2018. 2090–2099. 42 indexed citations

Martı́nez, Aleix M.. (2017). Visual perception of facial expressions of emotion. Current Opinion in Psychology. 17. 27–33. 30 indexed citations

Du, Shaoyi & Aleix M. Martı́nez. (2013). Wait, are you sad or angry? Large exposure time differences required for the categorization of facial expressions of emotion. Journal of Vision. 13(4). 13–13. 24 indexed citations

Du, Shaoyi & Aleix M. Martı́nez. (2011). The resolution of facial expressions of emotion. Journal of Vision. 11(13). 24–24. 62 indexed citations

10.

Martı́nez, Aleix M. & Shaoyi Du. (2010). How fast can we recognize facial expressions of emotion?. Journal of Vision. 10(7). 607–607. 7 indexed citations

11.

Du, Shaoyi & Aleix M. Martı́nez. (2010). Image size reveals perception biases of similarity among facial expressions of emotion. Journal of Vision. 10(7). 605–605. 1 indexed citations

12.

You, Di, Onur C. Hamsici, & Aleix M. Martı́nez. (2010). Kernel Optimization in Discriminant Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence. 33(3). 631–638. 74 indexed citations

13.

Martı́nez, Aleix M., et al.. (2009). Emotion perception in emotionless face images suggests a norm-based representation. Journal of Vision. 9(1). 5–5. 58 indexed citations

14.

Hamsici, Onur C. & Aleix M. Martı́nez. (2008). Rotation Invariant Kernels and Their Application to Shape Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(11). 1985–1999. 27 indexed citations

15.

Martı́nez, Aleix M. & Onur C. Hamsici. (2008). Who is LB1? Discriminant analysis for the classification of specimens. Pattern Recognition. 41(11). 3436–3441. 9 indexed citations

16.

Christensen, James, et al.. (2008). Can low level image differences account for the ability of human observers to discriminate facial identity?. Journal of Vision. 8(15). 5–5. 15 indexed citations

17.

Hamsici, Onur C. & Aleix M. Martı́nez. (2007). Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification. Journal of Machine Learning Research. 8(56). 1583–1623. 36 indexed citations

18.

Martı́nez, Aleix M.. (2003). Matching expression variant faces. Vision Research. 43(9). 1047–1060. 52 indexed citations

19.

Martı́nez, Aleix M. & Jordi Vitrià. (2001). Clustering in image space for place recognition and visual annotations for human-robot interaction. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 31(5). 669–682. 27 indexed citations

20.

Martı́nez, Aleix M.. (1998). The AR face databasae. CTIT technical reports series. 2068 indexed citations breakdown →

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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