Publications


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2024

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AViSal360: Audiovisual Saliency Prediction for 360º Video

E. Bernal-Berdun, J. Pina, M. Vallejo, A. Serrano, D. Martin, B. Masia

ISMAR 2024

Conference - Oral
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TexSliders: Diffusion-Based Texture Editing in CLIP Space

J. Guerrero-Viu, M. Hašan, A. Roullier, M. Harikumar, Y. Hu, P. Guerrero, D. Gutierrez, B. Masia, V. Deschaintre

ACM SIGGRAPH 2024

Conference - Oral
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Navigating the Manifold of Translucent Appearance

D. Lanza, B. Masia, A. Jarabo

Computer Graphics Forum, 2024 (Proc. of Eurographics)

Journal (JCR Q2)
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Predicting Perceived Gloss: Do Weak Labels Suffice?

J. Guerrero-Viu*, J. D. Subias*, A. Serrano, K. R. Storrs, R. W. Fleming, B. Masia, D. Gutierrez

Computer Graphics Forum, 2024 (Proc. of Eurographics)

* Equal contribution.

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tSPM-Net: A Probabilistic Spatio-Temporal Approach for Scanpath Prediction

D. Martin, D. Gutierrez, B. Masia

Computers and Graphics, 2024 (Special Issue CEIG 2024)

☆ CEIG 2024 Best Paper Award

Journal (JCR Q2)
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SAL3D: A Model for Saliency Predicton in 3D Meshes

D. Martin, A. Fandos, B. Masia, A. Serrano

The Visual Computer, 2024

Journal (JCR Q2)

2023

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The Visual Language of Fabrics

V. Deschaintre*, J. Guerrero-Viu*, D. Gutierrez, T. Boubekeur, B. Masia

ACM Trans. on Graphics, 42(4), 2023 (SIGGRAPH Journal Track)

* Equal contribution.

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D-SAV360: A Dataset of Gaze Scanpaths on 360º Ambisonic Videos

E. Bernal-Berdun, D. Martin, S. Malpica, P. J. Perez, D. Gutierrez, B. Masia, A. Serrano

IEEE Trans. on Visualization and Computer Graphics, 2023 (ISMAR Journal Track)

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Task-dependent Visual Behavior in Immersive Environments: A Comparative Study of Free Exploration, Memory and Visual Search

S. Malpica, D. Martin, A. Serrano, D. Gutierrez, B. Masia

IEEE Trans. on Visualization and Computer Graphics, 2023 (ISMAR Journal Track)

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A Study of Change Blindness in Immersive Environments

D. Martin, X. Sun, D. Gutierrez, B. Masia

IEEE Trans. on Visualization and Computer Graphics, 2023 (IEEE VR Journal Track)

☆ IEEE VR 2023 Best Paper Award Nominee

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Towards latent representations of gloss in complex stimuli using unsupervised learning

J. Guerrero-Viu, A. Serrano, B. Masia, D. Gutierrez

Journal of Vision, 23(9), 2023 - VSS Abstracts

Conference - Poster

2022

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Larger Visual Changes Compress Time: The Inverted Effect of Asemantic Visual Features on Interval Time Perception

S. Malpica, B. Masia, L. Herman, G. Wetzstein, D. Eagleman, D. Gutierrez, Z. Bylinskii, Q. Sun.

PLoS ONE, 17(3), 2022

Journal (JCR Q2)
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ScanGAN360: A Generative Model of Realistic Scanpaths for 360º Images

D. Martin, A. Serrano, A. W. Bergman, G. Wetzstein, B. Masia.

IEEE Transactions on Visualization and Computer Graphics, 28(5), 2022 (IEEE VR Journal Track)

☆ IEEE VR 2022 Best Journal Track Paper Award [announcement]

Journal (JCR Q1)
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Multimodality in VR: A Survey

D. Martin*, S. Malpica*, D. Gutierrez, B. Masia, A. Serrano.

ACM Computing Surveys, 54(10), 2022

* Equal contribution.

Journal (JCR Q1)
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A Generative Framework for Image-based Editing of Material Appearance using Perceptual Attributes

J. Delanoy, M. Lagunas, J. Condor, D. Gutierrez, B. Masia.

Computer Graphics Forum, 41(1), 2022 (presented at Eurographics 2022)

Journal (JCR Q2)
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SST-Sal: A Spherical Spatio-Temporal Approach for Saliency Prediction in 360º Videos

E. Bernal-Berdun, D. Martin, D. Gutierrez, B. Masia.

Computers & Graphics, 106, 2022

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Development of oculomotor control throughout childhood: A multicenter and multiethnic study

V. Pueyo, J. C. S. Yam, T. Perez-Roche, V. Balasanyan, M. Ortin, G. Garcia, E. Prieto, C. Pham, D. Gutierrez, O. Castillo, B. Masia, A. Alejandre, M. Bakkali, M. Cipres, E. Esteban-Ibañez, A. Fanlo-Zarazaga, I. Gonzalez, I. Z. K. Gutierrez-Luna, X. Pan, J. Pinilla, M. Romero-Sanz, V. Sanchez-huerto, M. Vilella, N. X. Tinh, N. X. Hiep, X. Zhang, TrackAI Research Consortium

Journal of Vision, 22(13):4, 2022

Journal (JCR Q3)
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Evaluation of Fixational Behavior throughout Life

I. Altemir, A. Alejandre, A. Fanlo-Zarazaga, M. Ortin, T. Perez, B. Masia, V. Pueyo.

Brain Sciences, 12(1):19, 2022

Journal (JCR Q3)
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On the Influence of Dynamic Illumination in the Perception of Translucency

D. Lanza, A. Jarabo, B. Masia.

ACM Symposium on Applied Perception (SAP) 2022

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DriveRNN: Predicting Drivers’ Attention with Deep Recurrent Networks

B. Lasheras-Hernandez, B. Masia, D. Martin.

CEIG 2022

Conference - Oral

2021

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Perception of Material Appearance: A Comparison between Painted and Rendered Images

J. Delanoy, A. Serrano, B. Masia, D. Gutierrez.

Journal of Vision, 21(5), 2021

Journal (JCR Q3)
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Influence of directional sound cues on users' exploration across 360º movie cuts

B. Masia, J. Camon, D. Gutierrez, A. Serrano.

IEEE Computer Graphics and Applications, 2021

Journal (JCR Q3)
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The joint role of geometry and illumination on material recognition

M. Lagunas, A. Serrano, D. Gutierrez, B. Masia.

Journal of Vision, 21(2), 2021

Journal (JCR Q3)
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Single-image Full-body Human Relighting

M. Lagunas, X. Sun, J. Yang, R. Villegas, J. Zhang, Z. Shu, B. Masia, D. Gutierrez.

Eurographics Symposium on Rendering (EGSR) 2021

Conference

2020

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Imperceptible manipulation of lateral camera motion for improved virtual reality applications

A. Serrano*, D. Martin*, K. Myszkowski, D. Gutierrez, B. Masia.

ACM Trans. on Graphics, 39(6), 2020 (SIGGRAPH Asia)

* Equal contribution.

Journal (JCR Q1)
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Auditory stimuli degrade visual performance in virtual reality

S. Malpica, A. Serrano, D. Gutierrez, B. Masia.

Scientific Reports, 10, 2020

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Development of a system based on artificial intelligence to identify visual problems in children: study protocol of the TrackAI project

V. Pueyo, T. Perez-Roche, E. Prieto, O. Castillo, I. Gonzalez, A. Alejandre, X. Pan, A. Fanlo-Zarazaga, J. Pinilla, J. Echevarria, D. Gutierrez, I. Altemir, M. Romero-Sanz, M. Cipres, M. Ortin, B. Masia.

British Medical Journal Open, 10(2), 2020

Journal (JCR Q2)
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Crossmodal perception in virtual reality

S. Malpica*, A. Serrano*, M. Allue, M. G. Bedia, B. Masia.

Multimedia Tools and Applications, 79(5), 2020

Journal (JCR Q2)
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Panoramic convolutions for 360º single-image saliency prediction

D. Martin, A. Serrano, B. Masia.

CVPR Workshop on Computer Vision for Augmented and Virtual Reality 2020

Conference
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The role of objective and subjective measures in material similarity learning

J. Delanoy, M. Lagunas, I. Galve, D. Gutierrez, A. Serrano, R. Fleming and B. Masia.

SIGGRAPH 2020 Posters

Conference
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Has half the time passed? Investigating time perception at long time scales

S. Malpica, B. Masia, L. Herman, G. Wetzstein, D. Eagleman, D. Gutierrez, Z. Bylinskii, Q. Sun.

Journal of Vision, 20(11), 2020 - VSS Abstracts

Conference

2019

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A similarity measure for material appearance

M. Lagunas, S. Malpica, A. Serrano, E. Garces, D. Gutierrez, B. Masia.

ACM Trans. on Graphics, 38(4), 2019 (SIGGRAPH)

Journal (JCR Q1)
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Motion parallax for 360º RGBD video

A. Serrano, I. Kim, Z. Chen, S. DiVerdi, D. Gutierrez, A. Hertzmann, B. Masia.

IEEE Trans. on Visualization and Computer Graphics, 25(5), 2019

Journal (JCR Q1)
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Oculomotor deficits in children adopted from Eastern Europe

V. Pueyo, O. Castillo, I. Gonzalez, M. Ortin, T. Perez, D. Gutierrez, E. Prieto, A. Alejandre, B. Masia.

Acta Paediatrica 2019

Journal (JCR Q2)
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The effect of motion on the perception of material appearance

R. Mao, M. Lagunas, B. Masia, D. Gutierrez.

ACM Symposium on Applied Perception (SAP) 2019

Conference
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Structure-preserving style transfer

S. Calvo, A. Serrano, D. Gutierrez, B. Masia.

CEIG 2019

Conference
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Standardized experimental estimation of the maximum unnoticeable environmental displacement during eye blinks for redirected walking in virtual reality

A. Borrego, R. Llorens, D. Gutierrez, B. Masia.

IEEE Intnl. Conference on Virtual Rehabilitation (ICVR) Posters 2019

Conference
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Estudio del comportamiento atencional de usuarios en entornos virtuales

A. Serrano, B. Masia, D. Gutierrez.

Re-visiones sobre arte, patrimonio y tecnología en la era digital (Capítulo de libro)

Book chapter

2018

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Saliency in VR: How do people explore virtual environments?

V. Sitzmann*, A. Serrano*, A. Pavel, M. Agrawala, D. Gutierrez, B. Masia, G. Wetzstein.

IEEE Trans. on Visualization and Computer Graphics, 24(4), 2018

Journal (JCR Q1)
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Computational Imaging and Displays: Capturing and displaying richer representations of the world

B. Masia.

IEEE Computer Graphics and Applications, 38(2), 2018

Journal (JCR Q2)

2017

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Movie editing and cognitive event segmentation in virtual reality video

A. Serrano, V. Sitzmann, J. Ruiz-Borau, G. Wetzstein, D. Gutierrez, B. Masia.

ACM Trans. on Graphics, 36(4), 2017 (SIGGRAPH)

Journal (JCR Q1)
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Attribute-preserving gamut mapping of measured BRDFs

T. Sun, A. Serrano, D. Gutierrez, B. Masia.

Computer Graphics Forum, 36(4), 2017 (EGSR)

☆ 1st place at the 2018 ACM Student Research Competition (undergraduate category) [ACM announcement] [ACM news]
☆ 1st place at the SIGGRAPH 2017 ACM Student Research Competition (undergraduate category) [SIGGRAPH announcement] [SIGGRAPH blog post]

Journal (JCR Q1)
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Light Field Image Processing: An overview

G. Wu, B. Masia, A. Jarabo, Y. Zhang, L. Wang, Q. Dai, T. Chai, Y. Liu.

IEEE Journal of Selected Topics in Signal Processing, 11(7), 2017

Journal (JCR Q1)
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Analyzing interfaces and workflows for light field editing

M. Ortin, A. Jarabo, B. Masia, D. Gutierrez.

IEEE Journal of Selected Topics in Signal Processing, 11(7), 2017

Journal (JCR Q1)
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Convolutional sparse coding for capturing high speed video content

A. Serrano, E. Garces, D. Gutierrez, B. Masia.

Computer Graphics Forum, 36(8), 2017

Journal (JCR Q1)
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Dynamic range expansion based on image statistics

B. Masia, A. Serrano, D. Gutierrez.

Multimedia Tools and Applications, 76(1), 2017

Journal (JCR Q2)
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Recent advances in transient imaging: A computer graphics and vision perspective

A. Jarabo, B. Masia, J. Marco, D. Gutierrez.

Visual Informatics, 1(1), 2017

Journal
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Improved intuitive appearance editing based on soft PCA

S. Malpica, M. Barrio, D. Gutierrez, A. Serrano.

CEIG 2017

Conference
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Intuitive editing of visual appearance from real-world datasets

J. Marco, A. Serrano, A. Jarabo, B. Masia, D. Gutierrez.

Eurographics Workshop on Material Appearance Modeling (MAM) 2017

Conference

2016

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An intuitive control space for material appearance

A. Serrano, D. Gutierrez, K. Myszkowski, H. P. Seidel, B. Masia.

ACM Trans. on Graphics, 35(6), 2016 (SIGGRAPH Asia)

Journal (JCR Q1)
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Motion parallax in stereo 3D: model and applications

P. Kellnhofer, P. Didyk, T. Ritschel, B. Masia, K. Myszkowski, H. P. Seidel.

ACM Trans. on Graphics, 35(6), 2016 (SIGGRAPH Asia)

Journal (JCR Q1)
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Imaging the propagation of light through scenes at picosecond resolution

A. Velten, D. Wu, B. Masia, A. Jarabo, C. Barsi, C. Joshi, E. Lawson, M. Bawendi, D. Gutierrez, R. Raskar.

Communications of the ACM, 59(9), 2016

Journal (JCR Q1)
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Convolutional sparse coding for high dynamic range imaging

A. Serrano, F. Heide, D. Gutierrez, G. Wetzstein, B. Masia.

Computer Graphics Forum, 35(2), 2016 (Eurographics)

☆ Eurographics 2016 Honorable Mention [announcement]

Journal (JCR Q2)
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Practical low-cost recovery of spectral power distributions

S. Alvarez, T. Kunkel, B. Masia.

Computer Graphics Forum, 35(1), 2016

Journal (JCR Q2)
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Gloss editing in light fields

Y. Gryaditskaya, B. Masia, P. Didyk, K. Myszkowski, H. P. Seidel.

VMV 2016

Conference
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Crossmodal perception in immersive environments

M. Allue, A. Serrano, M. Bedia, B. Masia.

CEIG 2016

☆ Best Paper (1 in 2)

Conference

2015

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Relativistic effects for time-resolved light transport

A. Jarabo, B. Masia, A. Velten, C. Barsi, R. Raskar, D. Gutierrez.

Computer Graphics Forum, 34(8), 2015

Journal (JCR Q1)
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Light field editing based on reparameterization

H. Ao, Y. Zhang, A. Jarabo, B. Masia, Y. Liu, D. Gutierrez and Q. Dai.

Lecture Notes in Computer Science 9314 (Pacific Rim Conference on Multimedia) 2015

Journal
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Compressive high-speed video acquisition

A. Serrano, D. Gutierrez, B. Masia.

CEIG 2015

☆ Best Paper (1 in 2)

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An in-depth analysis of compressive sensing for high-speed video acquisition

A. Serrano, D. Gutierrez, B. Masia.

ICCP Posters 2015

Conference

2014

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How do people edit light fields?

A. Jarabo*, B. Masia*, A. Bousseau, F. Pellacini, D. Gutierrez.

ACM Trans. on Graphics, 33(4), 2014 (SIGGRAPH)

* Equal contribution.

Journal (JCR Q1)
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Decomposing global light transport using time of flight imaging

D. Wu, A. Velten, M. O'Toole, B. Masia, A. Agrawal, Q. Dai, R. Raskar.

Intnl. Journal of Computer Vision, 107(2), 2014

Journal (JCR Q1)
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Favored workflows in light field editing

B. Masia, A. Jarabo, D. Gutierrez.

CGVCVIP 2014

Conference
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Realistic and affordable virtual humans

B. Masia, J. Freitas, V. Orvalho, M. Slater, M. Sales Dias, D. Gutierrez.

CGVCVIP 2014

Conference
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Low cost recovery of spectral power distributions

S. Alvarez, L. Presa, T. Kunkel, B. Masia.

CEIG 2014

☆ Best Paper (1 in 2)

Conference
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Computational photography: coding in space and time

B. Masia.

Spring Conference on Computer Graphics (SCCG) 2014 (invited talk)

Conference

2013

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Computational imaging: combining optics, computation and perception

B. Masia.

PhD Thesis in Computer Science, Universidad de Zaragoza (Dec. 2013)

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A metric of visual comfort for stereoscopic motion

S. Du, B. Masia, S. Hu, D. Gutierrez.

ACM Trans. on Graphics, 32(6), 2013 (SIGGRAPH Asia)

Journal (JCR Q1)
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Femto-photography: capturing and visualizing the propagation of light

A. Velten, D. Wu, A. Jarabo, B. Masia, C. Barsi, C. Joshi, E. Lawson, M. Bawendi, D. Gutierrez, R. Raskar.

ACM Trans. on Graphics, 32(4), 2013 (SIGGRAPH)

Journal (JCR Q1)
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A survey on computational displays: pushing the boundaries of optics, computation, and perception

B. Masia, G. Wetzstein, P. Didyk, D. Gutierrez.

Computers & Graphics, 37(8), 2013 (Special Issue on Advanced Displays)

Journal (JCR Q2)
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Display adaptive 3D content remapping

B. Masia, G. Wetzstein, C. Aliaga, R. Raskar, D. Gutierrez.

Computers & Graphics, 37(8), 2013 (Special Issue on Advanced Displays)

Journal (JCR Q2)
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Rendering relativistic effects in transient imaging

A. Jarabo, B. Masia, A. Velten, C. Barsi, R. Raskar, D. Gutierrez.

CEIG 2013

☆ Best Paper (1 in 2)

Conference

2012

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Perceptually-optimized coded apertures for defocus deblurring

B. Masia, L. Presa, A. Corrales, D. Gutierrez.

Computer Graphics Forum, 31(6), 2012

Journal (JCR Q1)
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Relativistic ultrafast rendering using time-of-flight imaging

A. Velten, D. Wu, A. Jarabo, B. Masia, C. Barsi, C. Joshi, E. Lawson, M. Bawendi, D. Gutierrez, R. Raskar.

ACM SIGGRAPH 2012 Talks

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Analysis of coded apertures for defocus deblurring of HDR images

L. Garcia, L. Presa, D. Gutierrez, B. Masia.

CEIG 2012

Conference
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Computational Photography

D. Gutierrez, B. Masia, A. Jarabo.

CEIG 2012 Tutorials

Conference

2011

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Practical morphological anti-aliasing

J. Jimenez, B. Masia, J. I. Echevarria, F. Navarro, D. Gutierrez.

GPU Pro 2: Advanced Rendering Techniques, 2011

Book chapter
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Coded apertures for defocus deblurring

B. Masia, A. Corrales, L. Presa, D. Gutierrez.

SIACG 2011

☆ Best Paper (1 in 2)

Conference
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Efficient propagation of light field edits

A. Jarabo, B. Masia, D. Gutierrez.

SIACG 2011

Conference
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Multilinear regression for gamma expansion of overexposed content

B. Masia, D. Gutierrez.

Technical Report RR-2011-03, Universidad de Zaragoza, 2011

Technical report

2010

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Selective reverse tone mapping

B. Masia, R. Fleming, O. Sorkine, D. Gutierrez.

CEIG 2010

Conference

2009

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Evaluation of reverse tone mapping through varying exposure conditions

B.Masia, S. Agustin, R. Fleming, O. Sorkine, D. Gutierrez.

ACM Transactions on Graphics, 28(5), 2009

Journal (JCR Q1)
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Single-image apperarance acquisition using genetic algorithms

A. Munoz, B.Masia, A. Tolosa, D. Gutierrez.

CGVCVIP 2009

Conference

Other

Motion parallax for 360 RGBD video. A. Serrano, I. Kim, Z. Chen, S. DiVerdi, D. Gutierrez, A. Hertzmann, B. Masia. IEEE TVCG Session on Virtual and Augmented Reality, ACM SIGGRAPH 2019. [Session]

A similarity measure for material appearance. M. Lagunas, S. Malpica, A. Serrano, E. Garces, D. Gutierrez, B. Masia. VII Jornada de Jóvenes Investigadores del I3A, 2019. [PDF]

Saliency in VR: How do people explore virtual environments? V. Sitzmann, A. Serrano, A. Pavel, M. Agrawala, D. Gutierrez, B. Masia, G. Wetzstein. IEEE TVCG Session on Virtual and Augmented Reality, ACM SIGGRAPH 2018. [Session]

Single shot high dynamic range imaging using convolutional sparse coding. B. Masia. Invited talk at ICCP 2017.

Attribute-preserving gamut mapping of measured BRDFs. T. Sun, A. Serrano, D. Gutierrez, B. Masia. ACM SIGGRAPH 2017 Posters. [Poster]

Analyzing interfaces and workflows for light field editing. M. Ortin, A. Jarabo, B. Masia, D. Gutierrez. ACM SIGGRAPH 2017 Posters. [Poster]

Mejora de un modelo de representación de materiales para su uso en edición intuitiva de apariencia. S. Malpica, M. Barrio, D. Gutierrez, A. Serrano, B. Masia. V Jornada de Jóvenes Investigadores del I3A, 2017. [PDF]

Intuitive editing of material appearance. A. Serrano, D. Gutierrez, K. Myszkowski, H. P. Seidel, B. Masia. ACM SIGGRAPH 2016 Posters. [Poster PDF]

Content-aware reverse tone mapping. B. Masia, D. Gutierrez. ICAITA 2016. [PDF]

Display adaptive 3D content remapping. B. Masia, G. Wetzstein, C. Aliaga, R. Raskar, D. Gutierrez. EGSR 2013 Posters. [Poster]

Perceptually-based content remapping for automultiscopic displays. B. Masia, G. Wetzstein, C. Aliaga, R. Raskar, D. Gutierrez. ACM SIGGRAPH 2012 Posters. [Poster]

Perceptually-motivated coded apertures. L. Presa, B. Masia, D. Gutierrez. IEEE ICCP 2012 Posters. [Poster]

Relativistic effects in femto-photography movies. A. Jarabo, B. Masia, D. Gutierrez. IEEE ICCP 2012 Posters. [Poster]

Perceptually-motivated coded apertures. B. Masia, L. Presa, D. Gutierrez. I Jornada de Jóvenes Investigadores del I3A, 2012. [PDF]

Femto-photography: capturing light in motion. A. Jarabo, B. Masia, A. Velten, R. Raskar, D. Gutierrez. I Jornada de Jóvenes Investigadores del I3A, 2012. [PDF]

Genetic algorithms for estimation of reflectance parameters. B. Masia, A. Munoz, A. Tolosa, O. Anson, J. Lopez-Moreno, J. Jimenez, D. Gutierrez. SCCG 2009 Posters. [PDF]

Computer graphics in environmental education. O. Anson, A. Munoz, J. Lopez-Moreno, J. Jimenez, B. Masia, D. Gutierrez. FCGE 2009. [PDF]