Publications

Publications

2024

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Ultrasound volume reconstruction from 2D Freehand acquisitions using neural implicit representations
F. Gaits, N. Mellado, A. Basarab
21st IEEE International Symposium on Biomedical Imaging (ISBI 2024)
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Spectrally refined unbiased Monte Carlo estimate of the Earth’s global radiative cooling
Y. Nyffenegger-Péré, R. Armante, M. Bati, S. Blanco, J. Dufresne, M. Hafi, V. Eymet, V. Forest, R. Fournier, J. Gautrais, R. Lebrun, N. Mellado, N. Mourtaday, M. Paulin
Proceedings of the National Academy of Sciences of the United States of America, 2024

2023

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ImmersiveIML – Immersive interactive machine learning for 3D point cloud classification: the neural network at your fingertips
M. Cordeil, T. Billy, N. Mellado, L. Barthe, N. Couture, P. Reuter
ISMAR 2023 - IEEE International Symposium on Mixed and Augmented Reality Adjunct
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Efficient stratified 3D scatterer sampling for freehand ultrasound simulation
F. Gaits, N. Mellado, G. Bouyjou, D. Garcia, A. Basarab
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2023
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Coupling Conduction, Convection and Radiative Transfer in a Single Path-Space: Application to Infrared Rendering
M. Bati, S. Blanco, C. Coustet, V. Eymet, V. Forest, R. Fournier, J. Gautrais, N. Mellado, M. Paulin, B. Piaud
ACM Transactions on Graphics, 2023
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Estimating atmospheric radiative forcings using sensitivity monte carlo methods
N. Mourtaday, M. Bati, S. Blanco, J. Dufresne, M. El-Hafi, V. Eymet, V. Forest, R. Fournier, J. Gautrais, P. Lapeyre, N. Mellado, Y. Nyffenegger-Péré, M. Paulin, N. Villefranque
Proceedings of the 10th international symposium on radiative transfer, 2023
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User-Driven Constraints for Layout Optimisation in Augmented Reality
A. Niyazov, B. Ens, K. Satriadi, N. Mellado, L. Barthe, T. Dwyer, M. Serrano
Proceedings of CHI ’23: ACM Conference on Human Factors in Computing Systems, 2023
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Bringing Interactivity into Spatial Content Layout Optimisation
A. Niyazov, B. Ens, K. Satriadi, N. Mellado, L. Barthe, T. Dwyer, M. Serrano
2023. This is the position paper for CHI 2023 Computational UI Workshop

2022

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Efficient 2D ultrasound simulation based on dart-throwing 3D scatterer sampling
F. Gaits, N. Mellado, A. Basarab
2022 30th European Signal Processing Conference (EUSIPCO)
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Sampling molecular state transitions in a line-by-line Monte Carlo approach to estimate radiative forcing for climate change studies
Y. Nyffenegger-pere, S. Blanco, J. Dufresne, M. El-Hafi, V. Eymet, V. Forest, R. Fournier, N. Mellado, N. Mourtaday, M. Paulin
International Radiation Symposium (IRS 2022) (poster), 2022
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Une estimation exacte du forçage radiatif par la méthode de Monte-Carlo
Y. Nyffenegger-pere, S. Blanco, J. Dufresne, M. El-Hafi, V. Eymet, V. Forest, R. Fournier, M. Paulin, N. Mellado
Actes du Congrès annuel de la SFT 2022
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Challenges and Opportunities of Content Optimization for Freeform User Interfaces
A. Niyazov, K. Zhao, T. Xu, N. Mellado, L. Barthe, M. Serrano
2022. CHI ’22 Extended Abstracts. This is CHI'22 Workshop paper
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PCEDNet : A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds
C. Himeur, T. Lejemble, T. Pellegrini, M. Paulin, L. Barthe, N. Mellado
ACM Transactions on Graphics, 2022
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Recursive analytic spherical harmonics gradient for spherical lights
P. Mézières, N. Mellado, L. Barthe, M. Paulin
Computer Graphics Forum, 2022

2021

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Dynamic Decals: Pervasive Freeform Interfaces Using Constrained Deformable Graphical Elements
A. Niyazov, N. Mellado, L. Barthe, M. Serrano
2021
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Automatic shape adjustment at joints for the implicit skinning
O. Hachette, F. Canezin, R. Vaillant, N. Mellado, L. Barthe
Computers and Graphics, 2021
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Radium Engine
C. Mourglia, V. Roussellet, L. Barthe, N. Mellado, M. Paulin, D. Vanderhaeghe, A. Others
2021
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Stable and efficient differential estimators on oriented point clouds
T. Lejemble, D. Coeurjolly, L. Barthe, N. Mellado
Computer Graphics Forum, 2021
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Seed point set-based building roof extraction from airborne LiDAR point clouds using a top-down strategy
J. Shao, W. Zhang, A. Shen, N. Mellado, S. Cai, L. Luo, N. Wang, G. Yan, G. Zhou
Automation in Construction, 2021

2020

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Code Replicability in Computer Graphics
N. Bonneel, D. Coeurjolly, J. Digne, N. Mellado
ACM Transactions on Graphics, 2020
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SLAM-aided forest plot mapping combining terrestrial and mobile laser scanning
J. Shao, W. Zhang, N. Mellado, N. Wang, S. Cai, L. Luo, T. Lejemble, G. Yan, S. Jin
ISPRS Journal of Photogrammetry and Remote Sensing, 2020
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Proximity-Aware Multiple Meshes Decimation using Quadric Error Metric
A. Ghazanfarpour, N. Mellado, C. Himeur, L. Barthe, J. Jessel
Graphical Models, 2020
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Single Scanner BLS System for Forest Plots Mapping
J. Shao, W. Zhang, N. Mellado, S. Jin, L. Luo, S. Cai, L. Yang, G. Yan
IEEE Transactions on Geoscience and Remote Sensing, 2020
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Persistence Analysis of Multi-scale Planar Structure Graph in Point Clouds
T. Lejemble, C. Mura, L. Barthe, N. Mellado
Computer Graphics Forum, 2020