Pablo Márquez-Neila

Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation

Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann et al. · 2017 · 254 citations · Full text

3D Computer Vision, Image Analysis, Machine Learning +15

A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces

Pablo Márquez-Neila, Luis Baumela, Luis Álvarez · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 253 citations

Engineering, Geometry, Statistical Shape Analysis +21

Beyond the Pixel-Wise Loss for Topology-Aware Delineation

Agata Mosinska, Pablo Márquez-Neila, Mateusz Koziński et al. · 2018 · 245 citations · Full text

Refinement Pipeline, Geometric Learning, Convolutional Neural Network +21

Simulation of hyperelastic materials in real-time using deep learning

Andrea Mendizábal, Pablo Márquez-Neila, Stéphane Cotin · Medical Image Analysis · 2019 · 115 citations · Full text

Engineering, Material Simulation, Numerical Simulation +2

Supervised machine learning for analysing spectra of exoplanetary atmospheres

Pablo Márquez-Neila, Chloe Fisher, Raphael Sznitman et al. · Nature Astronomy · 2018 · 90 citations

Atmospheric Science, Exoplanet Atmosphere, Planetary Atmosphere +1