Publications

2025

1. CVPR

   

   HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks

   Maria Pilligua, Danna Xue, and Javier Vazquez-Corral

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

   Web

   @inproceedings{pilligua25,
     title = {HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks},
     author = {Pilligua, Maria and Xue, Danna and Vazquez-Corral, Javier},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     year = {2025},
     web = {https://hypernvd.github.io/}
   }

2. CVPR

   

   The Art of Deception: Color Visual Illusions and Diffusion Models

   Alex Gomez-Villa, Kai Wang, Alejandro C Parraga, and 4 more authors

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

   arXiv Web

   @inproceedings{gomez25,
     title = {The Art of Deception: Color Visual Illusions and Diffusion Models},
     author = {Gomez-Villa, Alex and Wang, Kai and Parraga, Alejandro C and Twardowski, Bartlomiej and Malo, Jesus and Vazquez-Corral, Javier and van de Weijer, Joost},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     year = {2025},
     web = {https://alviur.github.io/color-illusion-diffusion/}
   }

3. CVPR-W

   

   PromptNorm: Image Geometry Guides Ambient Light Normalization

   David Serrano-Lozano, Francisco A. Molina-Bakhos, Danna Xue, and 5 more authors

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

   Code

   @inproceedings{pilligua26,
     title = {PromptNorm: Image Geometry Guides Ambient Light Normalization},
     author = {Serrano-Lozano, David and Molina-Bakhos, Francisco A. and Xue, Danna and Yang, Yixiong and Pilligua, Maria and Baldrich, Ramon and Vanrell, Maria and Vazquez-Corral, Javier},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
     year = {2025},
   }

4. 3DV

   

   MLI-NeRF: Multi-Light Intrinsic-Aware Neural Radiance Fields

   Yixiong Yang, Shilin Hu, Haoyu Wu, and 3 more authors

   In International Conference on 3D Vision, 2025

   arXiv Code

   @inproceedings{yang2025mlinerf,
     title = {MLI-NeRF: Multi-Light Intrinsic-Aware Neural Radiance Fields},
     author = {Yang, Yixiong and Hu, Shilin and Wu, Haoyu and Baldrich, Ramon and Samaras, Dimitris and Vanrell, Maria},
     booktitle = {International Conference on 3D Vision},
     year = {2025},
   }

5. TMM

   

   Relighting from a Single Image: Datasets and Deep Intrinsic-based Architecture

   Yixiong Yang, Hassan Ahmed Sial, Ramon Baldrich, and 1 more author

   IEEE Transactions on Multimedia, 2025

   arXiv Paper Code Dataset
6. PRL

   

   Generalized portrait quality assessment

   Nicolas Chahine, Sira Ferradans, Javier Vazquez-Corral, and 1 more author

   Pattern Recognition Letters, 2025

   arXiv Paper Code Video

2024

1. ECCV

   

   NamedCurves: Learned Image Enhancement via Color Naming

   David Serrano-Lozano, Luis Herranz, Michael S Brown, and 1 more author

   In European Conference on Computer Vision, 2024

   arXiv Paper Supp Web Code
2. ECCV

   

   ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement

   Muhammad Atif Butt, Kai Wang, Javier Vazquez-Corral, and 1 more author

   In European Conference on Computer Vision, 2024

   arXiv Paper Supp Web Code Dataset
3. CVPR

   

   Towards a Perceptual Evaluation Framework for Lighting Estimation

   Justine Giroux, Mohammad Reza Karimi Dastjerdi, Yannick Hold-Geoffroy, and 2 more authors

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

   arXiv Paper Supp Web Code Video Poster
4. AAAI

   

   NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement

   Marcos V. Conde, Javier Vazquez-Corral, Michael S. Brown, and 1 more author

   In AAAI Conference on Artificial Intelligence, 2024

   arXiv Paper Code Dataset
5. CIC

   

   Color in Visual-Language Models: CLIP deficiencies

   Guillem Arias, Ramon Baldrich, and Maria Vanrell

   In Color and Imaging Conference, 2024

   arXiv
6. PR

   

   Color matching in the wild

   Raquel Gil Rodri­guez, Javier Vazquez-Corral, Marcelo Bertalmio, and 1 more author

   Pattern Recognition, 2024

   Paper
7. IEEE-SPL

   

   Palette-Based Color Harmonization via Color Naming

   Danna Xue, Javier Vazquez-Corral, Luis Herranz, and 2 more authors

   IEEE Signal Processing Letters, 2024

   Paper Code
8. OE

   

   Improving the perception of low-light enhanced images

   Javier Vazquez-Corral, Graham D. Finlayson, and Luis Herranz

   Optics Express, 2024

   Paper
9. Diagnostics

   

   LiverColor: An Artificial Intelligence Platform for Liver Graft Assessment

   Gemma Piella, Nicolau Farré, Daniel Esono, and 4 more authors

   Diagnostics, 2024

   Paper
10. ICDAR-W

    

    LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach

    Maria Pilligua, Nil Biescas, Javier Vazquez-Corral, and 3 more authors

    In International Conference on Document Analysis and Recognition Workshops, 2024, 2024

    arXiv Paper Web Code
11. VSS

    Lightness Illusions Through AI Eyes: Assessing ConvNet and ViT Concordance with Human Perception

    Jaykishan Patel, Alban Flachot, Javier Vazquez-Corral, and 2 more authors

    Journal of Vision: Vision Sciences Society (VSS), 2024

    Paper

2023

1. CGF

   

   Integrating High-Level Features for Consistent Palette-based Multi-image Recoloring

   Danna Xue, Javier Vazquez-Corral, Luis Herranz, and 2 more authors

   Computer Graphics Forum, 2023

   Paper
2. ICASSP

   

   Burst Perception-Distortion Tradeoff: Analysis and Evaluation

   Danna Xue, Luis Herranz, Javier Vazquez-Corral, and 1 more author

   In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

   Paper
3. WACV

   

   Perceptual Image Enhancement for Smartphone Real-Time Applications

   Marcos V. Conde, Florin Vasluianu, Javier Vazquez-Corral, and 1 more author

   In IEEE Winter Conference on Applications of Computer Vision (WACV) 2023, 2023

   arXiv Paper Code
4. CIC

   

   Noise Prism: A Novel Multispectral Visualization Technique

   Trevor D. Canham, Javier Vazquez-Corral, David L. Long, and 2 more authors

   In Color and Imaging Conference, 2023

   Paper
5. VSS

   A Deep Convolutional Neural Network Trained to Infer Surface Reflectance is Deceived by Mid-Level Lightness Illusions

   Jaykishan Patel, Alban Flachot, Javier Vazquez-Corral, and 4 more authors

   In , 2023

   Paper

2022

1. CIC

   

   Image editing of light and color from a single image: A baseline framework

   Yixiong Yang, Hassan Ahmed Sial, Ramon Baldrich, and 1 more author

   In Color and Imaging Conference, 2022

   Paper Code
2. IEEE-TIP

   

   Image Quality Evaluation in Professional HDR/WCG Production Questions the Need for HDR Metrics

   Yasuko Sugito, Javier Vazquez-Corral, Trevor Canham, and 1 more author

   IEEE Transactions on Image Processing, 2022

   Paper

   @article{Sugito_2022,
     title = {Image Quality Evaluation in Professional HDR/WCG Production Questions the Need for HDR Metrics},
     volume = {31},
     url = {http://dx.doi.org/10.1109/TIP.2022.3190706},
     doi = {10.1109/tip.2022.3190706},
     journal = {IEEE Transactions on Image Processing},
     author = {Sugito, Yasuko and Vazquez-Corral, Javier and Canham, Trevor and Bertalmio, Marcelo},
     year = {2022},
     paper = {https://ieeexplore.ieee.org/document/9833382}
   }

3. JOV

   

   On the synthesis of visual illusions using deep generative models

   Alex Gomez-Villa, Adrían Martín, Javier Vazquez-Corral, and 2 more authors

   Journal of Vision, 2022

   Paper