David Serrano-Lozano

Ph.D. Student at Computer Vision Center, Universitat Autònoma de Barcelona (UAB), Spain.

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Fig.1: David mimicking a T-Rex at the American Museum of Natural History.

Hola! I am David Serrano-Lozano (see Fig. 1).

I am a PhD Student at the Computer Vision Center, Universitat Autònoma de Barcelona (UAB), based in Barcelona, Spain. I am advised by Prof. Javier Vazquez-Corral and Dr. Luis Herranz.

My research interests lie at the intersection of Low-Level Computer Vision, Generative Models and Computational Photography. I am paticularly focused on making models more interpretable and understandable.

I earned my M.Sc. in Computer Vision from Universitat Autònoma de Barcelona (UAB) where I received honors for my master’s thesis on “Uncertainty as a Proxy of the Generalization Error for Marine Species Identification” advised by Dr. David Masip. Previously, I obtained a B.Sc. in Telecommunication Networks Engineering from Universitat Politècnica de Catalunya (UPC), where I completed my bachelor’s thesis on “Automatic Detection of Visible Events in Fusion Reactors” advised by Prof. J. Ramon Morros. During my M.Sc. I spent two years at Ctrl4Enviro, managing the research and development of efficient computer vision models deployed on NVIDIA edge-computing embedded systems.

Selected publications

  1. arXiv
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    Revisiting Image Fusion for Multi-Illuminant White-Balance Correction
    David Serrano-Lozano, Aditya Arora, Luis Herranz, Konstantinos G. Derpanis, Michael S. Brown, and Javier Vazquez-Corral
    arXiv, 2025
  2. arXiv
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    Rethinking Image Evaluation in Super-Resolution
    Shaolin Su, Josep M. Rocafort, Danna Xue, David Serrano-Lozano, Lei Sun, and Javier Vazquez-Corral
    arXiv preprint arXiv:2503.13074, 2025
    arXiv
  3. ECCV
    eccv24_namedcurves.png
    NamedCurves: Learned Image Enhancement via Color Naming
    David Serrano-Lozano, Luis Herranz, Michael S. Brown, and Javier Vazquez-Corral
    In European Conference on Computer Vision, 2024
    arXiv Web Demo Code
  4. arXiv
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    Adaptive Blind All-in-One Image Restoration
    David Serrano-Lozano, Luis Herranz, Shaolin Su, and Javier Vazquez-Corral
    arXiv preprint arXiv:2411.18412, 2024
    arXiv Web Code