Ricardo Pizarro

PhD Student

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ricardo.pizarroc@edu.uah.es

Madrid, Spain

I am a PhD student at the Robotics and eSafety Research Group at the University of Alcalá, Spain. My research interests include computer vision, deep learning, and HMI. Currently, I am focused on developing vision models for distracted driver activity classification. I am working under the guidance of Prof. Luis M. Bergasa and Prof. Luis Baumela.

Research Interests

  • Computer Vision
  • Deep Learning
  • Human-Machine Interaction

news

May 5, 2023 Starting my PhD at the Robotics and eSafety Research Group at the University of Alcalá, Spain.

latest posts

Dec 6, 2023 Emotion recognition using multimodal matchmap fusion and multi-task learning

selected publications

  1. ECCV
    SV-TAD: Native Sparse Convolutions for Efficient Multitask Video Understanding
    Ricardo Pizarro, Roberto Valle, José M. Buenaposada, and 2 more authors
    In European Conference on Computer Vision (ECCV), 2026
  2. IMAVIS
    ADA-SEL: Unifying Efficient Training and Inference for Video Temporal Action Detection
    Ricardo Pizarro, Roberto Valle, José M. Buenaposada, and 2 more authors
    Image and Vision Computing, 2026
    Under review
  3. T-ITS
    PO-GUISE+: Pose and Object Guided Transformer Token Selection for Efficient Driver Action Recognition
    Ricardo Pizarro, Roberto Valle, Rafael Barea, and 3 more authors
    IEEE Transactions on Intelligent Transportation Systems, 2026
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  4. IMAVIS
    Pose-guided token selection for the recognition of activities of daily living
    Ricardo Pizarro, Roberto Valle, José M. Buenaposada, and 2 more authors
    Image and Vision Computing, 2025
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  5. IV
    DRVMon-VM: Distracted driver recognition using large pre-trained video transformers
    Ricardo Pizarro, Luis M. Bergasa, Luis Baumela, and 2 more authors
    In Proceedings of the 2024 IEEE Intelligent Vehicles Symposium (IV), 2024
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