Ayoub Al-Hamadi

5.3k total citations
226 papers, 3.3k citations indexed

About

Ayoub Al-Hamadi is a scholar working on Computer Vision and Pattern Recognition, Human-Computer Interaction and Experimental and Cognitive Psychology. According to data from OpenAlex, Ayoub Al-Hamadi has authored 226 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 146 papers in Computer Vision and Pattern Recognition, 54 papers in Human-Computer Interaction and 46 papers in Experimental and Cognitive Psychology. Recurrent topics in Ayoub Al-Hamadi's work include Human Pose and Action Recognition (46 papers), Hand Gesture Recognition Systems (44 papers) and Emotion and Mood Recognition (41 papers). Ayoub Al-Hamadi is often cited by papers focused on Human Pose and Action Recognition (46 papers), Hand Gesture Recognition Systems (44 papers) and Emotion and Mood Recognition (41 papers). Ayoub Al-Hamadi collaborates with scholars based in Germany, Egypt and Saudi Arabia. Ayoub Al-Hamadi's co-authors include Philipp Werner, Bernd Michaelis, Mahmoud Elmezain, Sascha Gruss, Samy Bakheet, Robert Niese, Steffen Walter, Harald C. Traue, Thorsten Hempel and Frerk Saxen and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Image Processing.

In The Last Decade

Ayoub Al-Hamadi

210 papers receiving 3.2k citations

Peers

Ayoub Al-Hamadi

CVPR

ECP

HI

CN

BE

Wenyao Xu United States

Roland Goecke Australia

Lijun Yin United States

Ganesh R. Naik Australia

Filippo Cavallo Italy

Kristof Van Laerhoven Germany

Patrick Lucey United States

Ioannis Pavlidis United States

Balakrishnan Prabhakaran United States

M. Murugappan Malaysia

Wenyao Xu United States

Ayoub Al-Hamadi

1.3k ×0.9

CVPR

196 ×0.2

ECP

531 ×0.7

HI

597 ×1.0

CN

1.9k ×3.6

BE

Citations per year, relative to Ayoub Al-Hamadi Ayoub Al-Hamadi (= 1×) peers Wenyao Xu

Countries citing papers authored by Ayoub Al-Hamadi

Since Specialization

Citations

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

Fields of papers citing papers by Ayoub Al-Hamadi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ayoub Al-Hamadi. 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 Ayoub Al-Hamadi. The network helps show where Ayoub Al-Hamadi may publish in the future.

Co-authorship network of co-authors of Ayoub Al-Hamadi

This figure shows the co-authorship network connecting the top 25 collaborators of Ayoub Al-Hamadi. A scholar is included among the top collaborators of Ayoub Al-Hamadi 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 Ayoub Al-Hamadi. Ayoub Al-Hamadi 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

1.

Al-Hamadi, Ayoub, et al.. (2025). AI-based bi-modal fusion system for automated clinical pain monitoring. Computers in Biology and Medicine. 198(Pt B). 111260–111260.

2.

Abdelrahman, Ahmed A., et al.. (2024). Fine-grained gaze estimation based on the combination of regression and classification losses. Applied Intelligence. 54(21). 10982–10994.

3.

Al-Hamadi, Ayoub, et al.. (2024). An Intelligent Approach for Continuous Pain Intensity Prediction. 1–5.

4.

Bakheet, Samy, et al.. (2023). Hybrid Bag-of-Visual-Words and FeatureWiz Selection for Content-Based Visual Information Retrieval. Sensors. 23(3). 1653–1653. 5 indexed citations

5.

Guest, Paul C., et al.. (2023). Digital technology and mental health during the COVID-19 pandemic: a narrative review with a focus on depression, anxiety, stress, and trauma. Frontiers in Psychiatry. 14. 1227426–1227426. 4 indexed citations

6.

Werner, Philipp, et al.. (2023). Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database. Journal of Visual Communication and Image Representation. 91. 103743–103743. 15 indexed citations

7.

Abdelrahman, Ahmed A., et al.. (2023). L2CS-Net : Fine-Grained Gaze Estimation in Unconstrained Environments. 98–102. 43 indexed citations

8.

Gruss, Sascha, Mattis Geiger, Philipp Werner, et al.. (2019). Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli. Journal of Visualized Experiments. 50 indexed citations

9.

Gruss, Sascha, Mattis Geiger, Philipp Werner, et al.. (2019). Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli. Journal of Visualized Experiments. 13 indexed citations

10.

Elmezain, Mahmoud & Ayoub Al-Hamadi. (2018). Vision-based human activity recognition using.. The International Arab Journal of Information Technology. 15. 389–395. 2 indexed citations

11.

Krell, Gerald, et al.. (2017). Assessment of Iterative Closest Point Registration Accuracy for Different Phantom Surfaces Captured by an Optical 3D Sensor in Radiotherapy. Computational and Mathematical Methods in Medicine. 2017. 1–13. 10 indexed citations

12.

Al-Hamadi, Ayoub, et al.. (2015). ASM Based Synthesis of Handwritten Arabic Text Pages. The Scientific World JOURNAL. 2015(1). 323575–323575. 2 indexed citations

13.

Werner, Philipp, Ayoub Al-Hamadi, Robert Niese, et al.. (2014). Automatic Pain Recognition from Video and Biomedical Signals. 4582–4587. 107 indexed citations

14.

Mahmoud, Sawsan M., et al.. (2013). ON QUANTIFIED EVALUATION OF NOISY DATA IMPACT ON CHILDREN'S MENTAL DEVELOPMENT USING ARTIFICIAL NEURAL NETWORKS. 4069–4077. 6 indexed citations

15.

Alghamdi, Saeed, et al.. (2013). ON OPTIMAL ANALYSIS AND EVALUATION OF TIME RESPONSE IN E-LEARNING SYSTEMS (NEURAL NETWORKS APPROACH). 2794–2802. 2 indexed citations

16.

Sadek, Samy, Ayoub Al-Hamadi, Bernd Michaelis, & Usama Sayed. (2011). Face Detection and Localization in Color Images: An Efficient Neural Approach. Journal of Software Engineering and Applications. 4(12). 682–687. 2 indexed citations

17.

Elmezain, Mahmoud, Ayoub Al-Hamadi, & Bernd Michaelis. (2009). A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image.. International Conference in Central Europe on Computer Graphics and Visualization. 17. 89–96. 3 indexed citations

18.

Niese, Robert, et al.. (2009). Towards Pain Recognition in Post-Operative Phases Using 3D-based Features From Video and Support Vector Machines.. International Journal of Digital Content Technology and its Applications. 3. 21–25. 24 indexed citations

19.

Elmezain, Mahmoud, Ayoub Al-Hamadi, & Bernd Michaelis. (2008). Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences.. Digital Library (University of West Bohemia). 16. 65–72. 53 indexed citations

20.

Al-Hamadi, Ayoub, et al.. (2006). Dense depth map reconstruction by phase difference-based algorithm under influence of perspective distortion. 15(3). 349–361. 11 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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