Abdenour HADID

SCAI-Abu Dhabi Lab
...
  • Professor
  • SCAI-Abu Dhabi Lab
  • Communities
    Health, Medicine & Biology
    Mathematics, Computer Science & Robotics
  • Expertise
    Artificial emotion
    Artificial vision
    Assisted surgery
    Data fusion
    Deep learning
    Embedded systems
    Ensemble learning
    Generative models
    Human machine interaction
    Interoperability
    Knowledge engineering
    Machine learning
    Natural language processing

Responsibilities

Management of the Chair of Excellence TotalEnergies/SCAI Abu Dhabi ; Teaching at Sorbonne University of Abu Dhabi, UAE ; Supervision of PhD students and senior researchers ; Research on Artificial Intelligence

Awards

- Best 5 years impact paper award at CVPR workshop on Biometrics, 2019
- Best presentation award at ICSIP 2018 conference
- BTAS2016 Five Year Highest Impact Award
- Best paper award at IPTA'16 for the paper titled 'Unsupervised deep hashing for large-scale visual search'
- Recent paper (Face anti-spoofing based on color texture analysis) selected among Top 10% papers of ICIP 2015
- Recipient of the 100-Talent Program (International Professors) of Shaanxi Province, China
- WP leader in an EU FP7 project which has been selected as a Success Story of the European Commission
- Jan Koenderink Prize for fundamental contributions in computer vision at ECCV 2014
- Premium Award from The Institution of Engineering and Technology (IET) for the article “Face spoofing detection from single images using texture and local shape analysis” published in IET Biometrics journal in 2012

Selected publications

- Lena Sasal, Tanujit Chakraborty, Abdenour Hadid, W-Transformers: A Wavelet-based Transformer Framework for Univariate Time Series Forecasting, IEEE international conference on Machine Learning and Applications (ICMLA2022).  
- Zakaria Elabid, Tanujit Chakraborty, Abdenour Hadid, Knowledge-based Deep Learning for Modeling Chaotic Systems, IEEE international conference on Machine Learning and Applications (ICMLA2022).  
- A Othmani, A Taleb, H Abdelkawy, A Hadid, Age estimation from faces using deep learning: A comparative analysis, Computer Vision and Image Understanding, 102961, 2020 
- Djamila Romaissa Beddiar, Abdenour Hadid, Vision-based human activity recognition: a survey, Multimedia Tools and Applications, 2020 
- Jerome Thevenot; Miguel Bordallo López; Abdenour Hadid, A Survey on Computer Vision for Assistive Medical Diagnosis from Faces, IEEE Journal of Biomedical and Health Informatics, 2017 
- Hadid A, Evans N, Marcel S & Fierrez J, Biometrics systems under spoofing attack: an evaluation methodology and lessons learned. IEEE Signal Processing Magazine, 32(5):20-30, 2015 
- Laiadi, A Ouamane, A Benakcha, A Taleb-Ahmed, A Hadid, Tensor cross-view quadratic discriminant analysis for kinship verification in the wild, Neurocomputing 377, 286-300, 2019. 
- WC De Melo, E Granger, A Hadid, Depression detection based on Deep Distribution Learning, IEEE International Conference on Image Processing, ICIP’2019.
- Pietikäinen M, Hadid A, Zhao G, Ahonen T, (eds.), Computer Vision Using Local Binary, Spinger 2011. 
- Jiang, Hadid, Pang, Granger (Eds.) Deep learning in object detection and recognition, Springer 2019. 
- Lei Li, Abdenour Hadid, Deep Learning in Face Anti-spoofing, Invited book chapter, Deep learning in object detection and recognition, (Eds. Jiang, Hadid, Pang, Granger), Springer, 2018 
- Xiaoting Wu, Elhocine Boutellaa, Abdenour Hadid, Deep learning in Kinship verification, Invited book chapter, Deep learning in object detection and recognition, (Eds. Jiang, Hadid, Pang, Granger), Springer, 2018. 
- John B, John C and Mark Nixon, Mohammad Ghahramani, and Abdenour Hadid (2014) Gait Anti-Spoofing, First Handbook of Biometric Anti-Spoofing (Eds. Stan Z Li, Mark Nixon and Sebastien Marcel) 
- Martinkauppi B, Hadid A & Pietikäinen M (2011), Skin color in face analysis. In: Handbook of Face Recognition, 2nd ed. (Eds. S.Z. Li & A.K. Jain), Springer-Verlag, 2011. 
- Kämäräinen J, Hadid A & Pietikäinen M (2011), Facial feature representation. In: Handbook of Face Recognition, 2nd ed. (Eds. S.Z. Li & A.K. Jain), Springer-Verlag, 2011 
- Hadid A & Pietikäinen M (2009) Local Image Filters, In: Stan Z. Li (ed). Encyclopedia of Biometric Recognition. Springer, 2:943-949, 2009 
- Hadid A, Zhao G, Ahonen T & Pietikäinen M (2007) Face Analysis using Local Binary Patterns, In: M. Mirmehdi (ed.) Handbook of Texture Analysis, Invited Chapter, 2007 
- Martinkauppi B, Hadid A & Pietikäinen M (2006) Color cue in facial image analysis. In: R. Lukac & K. Plataniotis (eds) Color Image Processing: Methods and Applications, CRC Press, CRC Press, 285-308 

International collaborations

- Northwestern Polytechnical University, Xi’an, China 
- University of Quebec, Canada 
- Université Polytechnique Hauts de France, France 
- University of Cagliari, Italy 
- Eurecom Institute, France 
- University of Tokyo, Japan 
- Chinese Academy of Science, Beijing, China 
- University of Tokyo, Japan 
- Université de Rennes, France