Publications

2026

1. Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models

   Héctor Laria ,  Alexandra Gomez-Villa,  Jiang Qin ,  Muhammad Atif Butt ,  Bogdan Raducanu ,  Javier Vazquez-Corral,  Joost Weijer , and  Kai Wang

   In WACV, 2026

   arXiv

   

2025

1. Color Encoding in Latent Space of Stable Diffusion Models

   Guillem Arias,  Ariadna Solà ,  Martí Armengod , and  Maria Vanrell

   In Color and Imaging Conference, 2025

   

2. 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

   In ICCV, 2025

   arXiv Web Code Dataset

   @inproceedings{serrano25,
     title = {Revisiting Image Fusion for Multi-Illuminant White-Balance Correction},
     author = {Serrano-Lozano, David and Arora, Aditya and Herranz, Luis and Derpanis, Konstantinos G. and Brown, Michael S. and Vazquez-Corral, Javier},
     booktitle = {ICCV},
     year = {2025},
     web = {https://revisitingmiwb.github.io/},
     dataset = {/datasets/revisitingmiwb/}
   }

   

3. HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks

   Maria Pilligua,  Danna Xue, and  Javier Vazquez-Corral

   In CVPR, 2025

   arXiv Paper Web Code

   @inproceedings{pilligua25,
     title = {HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks},
     author = {Pilligua, Maria and Xue, Danna and Vazquez-Corral, Javier},
     booktitle = {CVPR},
     year = {2025},
     web = {https://hypernvd.github.io/},
     paper = {https://openaccess.thecvf.com/content/CVPR2025/papers/Pilligua_HyperNVD_Accelerating_Neural_Video_Decomposition_via_Hypernetworks_CVPR_2025_paper.pdf}
   }

   

4. The Art of Deception: Color Visual Illusions and Diffusion Models

   Alex Gomez-Villa,  Kai Wang ,  Alejandro C Parraga ,  Bartlomiej Twardowski ,  Jesus Malo ,  Javier Vazquez-Corral, and  Joost Weijer

   In CVPR, 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 = {CVPR},
     year = {2025},
     web = {https://alviur.github.io/color-illusion-diffusion/}
   }

   

5. PromptNorm: Image Geometry Guides Ambient Light Normalization

   David Serrano-Lozano,  Francisco A. Molina-Bakhos ,  Danna Xue,  Yixiong Yang,  Maria Pilligua,  Ramon Baldrich,  Maria Vanrell, and  Javier Vazquez-Corral

   In CVPR Workshops, 2025

   Code

   @inproceedings{serrano26,
     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 = {CVPR Workshops},
     year = {2025},
   }

   

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

   Yixiong Yang,  Shilin Hu ,  Haoyu Wu ,  Ramon Baldrich,  Dimitris Samaras , and  Maria Vanrell

   In 3DV, 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 = {3DV},
     year = {2025},
   }

   

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

   Yixiong Yang,  Hassan Ahmed Sial ,  Ramon Baldrich, and  Maria Vanrell

   IEEE TMM, 2025

   arXiv Paper Code Dataset

   

8. Generalized portrait quality assessment

   Nicolas Chahine ,  Sira Ferradans ,  Javier Vazquez-Corral, and  Jean Ponce

   Pattern Recognition Letters, 2025

   arXiv Paper Code Video

   

2024

1. NamedCurves: Learned Image Enhancement via Color Naming

   David Serrano-Lozano,  Luis Herranz ,  Michael S Brown , and  Javier Vazquez-Corral

   In ECCV, 2024

   arXiv Paper Supp Web Code

   

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

   Muhammad Atif Butt ,  Kai Wang ,  Javier Vazquez-Corral, and  Joost Weijer

   In ECCV, 2024

   arXiv Paper Supp Web Code Dataset

   

3. Towards a Perceptual Evaluation Framework for Lighting Estimation

   Justine Giroux ,  Mohammad Reza Karimi Dastjerdi ,  Yannick Hold-Geoffroy ,  Javier Vazquez-Corral, and  Jean-François Lalonde

   In CVPR, 2024

   arXiv Paper Supp Web Code Video Poster

   

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

   Marcos V. Conde ,  Javier Vazquez-Corral,  Michael S. Brown , and  Radu Timofte

   In AAAI, 2024

   arXiv Paper Code Dataset

   

5. Color in Visual-Language Models: CLIP deficiencies

   Guillem Arias,  Ramon Baldrich, and  Maria Vanrell

   In Color and Imaging Conference, 2024

   arXiv

   

6. Color matching in the wild

   Raquel Gil Rodri­guez ,  Javier Vazquez-Corral,  Marcelo Bertalmio , and  Graham D. Finlayson

   Pattern Recognition, 2024

   Paper

   

7. Palette-Based Color Harmonization via Color Naming

   Danna Xue,  Javier Vazquez-Corral,  Luis Herranz ,  Yanning Zhang , and  Michael S. Brown

   IEEE Signal Processing Letters, 2024

   Paper Code

   

8. Improving the perception of low-light enhanced images

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

   Optics Express, 2024

   Paper

   

9. LiverColor: An Artificial Intelligence Platform for Liver Graft Assessment

   Gemma Piella ,  Nicolau Farré ,  Daniel Esono ,  Miguel Ángel Cordobés ,  Javier Vazquez-Corral,  Itxarone Bilbao , and  Concepción Gómez-Gavara

   Diagnostics, 2024

   Paper

   

10. LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach

    Maria Pilligua,  Nil Biescas ,  Javier Vazquez-Corral,  Josep Lladós ,  Ernest Valveny , and  Sanket Biswas

    In International Conference on Document Analysis and Recognition Workshops, 2024

    arXiv Paper Web Code

    

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

    Jaykishan Patel ,  Alban Flachot ,  Javier Vazquez-Corral,  Konstantinos G. Derpanis , and  Richard Murray

    Journal of Vision: Vision Sciences Society, 2024

    Paper

2023

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

   Danna Xue,  Javier Vazquez-Corral,  Luis Herranz ,  Yanning Zhang , and  Michael S. Brown

   Computer Graphics Forum, 2023

   Paper

   

2. Burst Perception-Distortion Tradeoff: Analysis and Evaluation

   Danna Xue,  Luis Herranz ,  Javier Vazquez-Corral, and  Yanning Zhang

   In IEEE International Conference on Acoustics, Speech and Signal Processing, 2023

   Paper

   

3. Perceptual Image Enhancement for Smartphone Real-Time Applications

   Marcos V. Conde ,  Florin Vasluianu ,  Javier Vazquez-Corral, and  Radu Timofte

   In WACV, 2023

   arXiv Paper Code

   

4. Noise Prism: A Novel Multispectral Visualization Technique

   Trevor D. Canham ,  Javier Vazquez-Corral,  David L. Long ,  Richard F. Murray , and  Michael S. Brown

   In Color and Imaging Conference, 2023

   Paper

   

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

   Jaykishan Patel ,  Alban Flachot ,  Javier Vazquez-Corral,  David H. Brainard ,  Thomas S.A. Wallis ,  Marcus A. Brubaker , and  Richard F. Murray

   In Journal of Vision, 2023

   Paper

2022

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

   Yixiong Yang,  Hassan Ahmed Sial ,  Ramon Baldrich, and  Maria Vanrell

   In Color and Imaging Conference, 2022

   Paper Code

   

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

   Yasuko Sugito ,  Javier Vazquez-Corral,  Trevor Canham , and  Marcelo Bertalmio

   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. On the synthesis of visual illusions using deep generative models

   Alex Gomez-Villa,  Adrían Martín ,  Javier Vazquez-Corral,  Marcelo Bertalmío , and  Jesús Malo

   Journal of Vision, 2022

   Paper