Publications

2026

1. Diffusion-Based Low-Light Image Enhancement with Color and Luminance Priors

   Xuanshuo Fu,  Lei Kang, and  Javier Vazquez-Corral

   In ICRA, 2026

   Web

2. 

   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 Web

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

   arXiv

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 = {/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

   Paper Web 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},
     paper = {https://openaccess.thecvf.com/content/CVPR2025W/NTIRE/papers/Serrano-Lozano_PromptNorm_Image_Geometry_Guides_Ambient_Light_Normalization_CVPRW_2025_paper.pdf},
     web = {https://davidserra9.github.io/promptnorm/},
   }

6. 

   Bit-Depth Color Recovery via Off-the-Shelf Super-Resolution Models

   Xuanshuo Fu,  Danna Xue, and  Javier Vazquez-Corral

   IEEE Signal Processing Letters, 2025

   arXiv Paper

7. 

   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},
   }

8. 

   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

9. 

   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