Research

1. Jianxiong Shen, Antonio Agudo, Francesc Moreno-Noguer and Adria Ruiz
   Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification [draft]
   European Conference on Computer Vision (ECCV), Tel Aviv (Israel), 2022.
   
2. Antonio Agudo
   Spline Human Motion Recovery [draft]
   IEEE International Conference on Image Processing (ICIP), Bordeaux (France), 2022.
3. Pablo Estevez and Antonio Agudo
   Uncalibrated, Unified and Unsupervised Specular-aware Photometric Stereo [draft]
   International Conference on Pattern Recognition Workshops (ICPR), Montreal (Canada), 2022.
4. Daniel Ordoñez, Antonio Agudo, Francesc Moreno-Noguer and Mario Martin
   An Adaptable Approach to Learn Realistic Legged Locomotion without Examples [draft]
   IEEE International Conference on Robotics and Automation (ICRA), Philadelphia (Pennsylvania, USA), 2022.
5. Antonio Agudo
   Safari from Visual Signals: Recovering Volumetric 3D Shapes [draft]
   IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, 2022.
6. Alejandro Perez-Yus and Antonio Agudo
   Matching and Recovering 3D People from Multiple Views [draft] [video]
   IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa (Hawaii, USA), 2022.
7. Adria Ruiz, Antonio Agudo and Francesc Moreno-Noguer
   Generating Attribution Maps with Disentangled Masked Backpropagation [draft]
   IEEE International Conference on Computer Vision (ICCV), Virtual, 2021.
   
8. Jianxiong Shen, Adria Ruiz, Antonio Agudo and Francesc Moreno-Noguer
   Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations [draft]
   IEEE International Conference on 3D Vision (3DV), London (United Kingdom), 2021.
   
9. Nicolas Ugrinovic, Adria Ruiz, Antonio Agudo, Alberto Sanfeliu and Francesc Moreno-Noguer
   Body Size and Depth Disambiguation in Multi-Person Reconstruction from Single Images [draft]
   IEEE International Conference on 3D Vision (3DV), London (United Kingdom), 2021.
   
10. Antonio Agudo, Vincent Lepetit and Francesc Moreno-Noguer
    Simultaneous Completion and Spatio-Temporal Grouping of Corrupted Motion Tracks [draft]
    The Visual Computer (TVC), 38(11): 3937-3952, 2022.
11. Antonio Agudo
    Piecewise Bézier Space: Recovering 3D Dynamic Motion from Video [draft]
    IEEE International Conference on Image Processing (ICIP), Anchorage (Alaska, USA), 2021.
12. Alexander Vakhitov, Luis Ferraz, Antonio Agudo and Francesc Moreno-Noguer
    Uncertainty-Aware Camera Pose Estimation from Points and Lines [draft]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 2021.
    
13. Antonio Agudo [poster]
    Total Estimation from RGB Video: On-line Camera Self-Calibration, Non-Rigid Shape and Motion [draft]
    IEEE International Conference on Pattern Recognition (ICPR), Milan (Italy), 2020.
14. Javier Garcia-Lopez, Antonio Agudo and Francesc Moreno-Noguer
    E-DNAS: Differentiable Neural Architecture Search for Embedded Systems [draft]
    IEEE International Conference on Pattern Recognition (ICPR), Milan (Italy), 2020.
15. Antonio Agudo
    Unsupervised 3D Reconstruction and Grouping of Rigid and Non-Rigid Categories [draft]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(1): 519-532, 2022.
16. Vikramjit Sidhu, Edgar Tretschk, Vladislav Golyanik, Antonio Agudo and Christian Theobalt
    Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints [draft] [supp] [video]
    European Conference on Computer Vision (ECCV), Glasgow (United Kingdom), 2020.
    
17. Antonio Agudo
    Segmentation and 3D Reconstruction of Non-Rigid Shape from RGB Video [draft]
    IEEE International Conference on Image Processing (ICIP), Abu Dhabi (United Arab Emirates), 2020.
18. Albert Pumarola, Antonio Agudo, Aleix M. Martinez, Alberto Sanfeliu and Francesc Moreno-Noguer
    GANimation: One-Shot Anatomically Consistent Facial Animation [draft]
    International Journal of Computer Vision (IJCV), 128(3):698-713, 2020.
19. Gemma Rotger, Francesc Moreno-Noguer, Felipe Lumbreras and Antonio Agudo
    Single View Facial Hair 3D Reconstruction [draft]
    Iberian Conference on Pattern Recognition and Image Analysis, Madrid (Spain), 2019.
20. Gemma Rotger, Francesc Moreno-Noguer, Felipe Lumbreras and Antonio Agudo
    Detailed 3D Face Reconstruction from a Single RGB Image [draft]
    International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Plzen (Czech Republic), 2019.
21. Antonio Agudo and Francesc Moreno-Noguer
    Shape Basis Interpretation for Monocular Deformable 3D Reconstruction [draft]
    IEEE Transactions on Multimedia (TMM) 21(4):821-834, 2019.
22. Albert Pumarola, Antonio Agudo, Aleix M. Martinez, Alberto Sanfeliu and Francesc Moreno-Noguer
    GANimation: Anatomically-aware Facial Animation from a Single Image [draft]
    European Conference on Computer Vision (ECCV), Munich (Germany), 2018.
    Best Paper Award Honorable Mention
23. Antonio Agudo and Francesc Moreno-Noguer
    Deformable Motion 3D Reconstruction by Union of Regularized Subspaces [draft]
    IEEE International Conference on Image Processing (ICIP), Athens (Greece), 2018.
24. Gemma Rotger, Felipe Lumbreras, Francesc Moreno-Noguer and Antonio Agudo
    2D-to-3D Facial Expression Transfer [draft]
    IEEE International Conference on Pattern Recognition (ICPR), Beijing (China), 2018.
25. Antonio Agudo and Francesc Moreno-Noguer
    Robust Spatio-Temporal Clustering and Reconstruction of Multiple Deformable Bodies [draft]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 41(4):971-984, 2019.
26. Albert Pumarola, Antonio Agudo, Alberto Sanfeliu and Francesc Moreno-Noguer
    Unsupervised Person Image Synthesis in Arbitrary Poses [draft]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City (Utah, USA), 2018.
27. Antonio Agudo, Melcior Pijoan and Francesc Moreno-Noguer [poster]
    Image Collection Pop-up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories [draft]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City (Utah, USA), 2018.
28. Albert Pumarola, Antonio Agudo, Lorenzo Porzi, Alberto Sanfeliu, Vicent Lepetit and Francesc Moreno-Noguer
    Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View [draft]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City (Utah, USA), 2018.
29. Antonio Agudo and Francesc Moreno-Noguer
    A Scalable, Efficient, and Accurate Solution to Non-Rigid Structure from Motion [draft] [bibtex]
    Computer Vision and Image Understanding (CVIU), 167(2): 121-133, 2018.
30. Antonio Agudo and Francesc Moreno-Noguer
    Force-based Representation for Non-Rigid Shape and Elastic Model Estimation [draft] [bibtex] [code]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 40(9):2137-2150, 2018.
31. Antonio Agudo and Francesc Moreno-Noguer [poster]
    DUST: Dual Union of Spatio-Temporal Subspaces for Monocular Multiple Object 3D Reconstruction [draft]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu (Hawaii, USA), 2017.
32. Albert Pumarola, Alexander Vakhitov, Antonio Agudo, Alberto Sanfeliu and Francesc Moreno-Noguer
    PL-SLAM: Real-Time Monocular Visual SLAM with Points and Lines [draft]
    IEEE International Conference on Robotics and Automation (ICRA), Singapore, 2017.
33. Antonio Agudo and Francesc Moreno-Noguer
    Global Model with Local Interpretation for Dynamic Shape Reconstruction [draft]
    IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa (California, USA), 2017.
34. Antonio Agudo and Francesc Moreno-Noguer
    Combining Local-Physical and Global-Statistical Models for Sequential Deformable Shape from Motion [draft] [bibtex]
    International Journal of Computer Vision (IJCV), 122(2):371-387, 2017.
35. Antonio Agudo and Francesc Moreno-Noguer
    Recovering Pose and 3D Deformable Shape from Multi-Instance Image Ensembles [draft] [bibtex]
    Asian Conference on Computer Vision (ACCV), Taipei (Taiwan), 2016.
36. Antonio Agudo, J. M. M. Montiel, Lourdes Agapito and Begoña Calvo
    Modal Space: A Physics-Based Model for Sequential Estimation of Time-Varying Shape from Monocular Video
    Journal of Mathematical Imaging and Vision (JMIV), 57(1):75-98, 2017. [bibtex] [draft]
37. Antonio Agudo, Francesc Moreno-Noguer, Begoña Calvo and J. M. M. Montiel
    Real-Time 3D Reconstruction of Non-Rigid Shapes with a Single Moving Camera [draft] [bibtex]
    Computer Vision and Image Understanding (CVIU), 153(12):37-54, 2016.
38. Antonio Agudo, J. M. M. Montiel, Begoña Calvo and Francesc Moreno-Noguer
    Mode-Shape Interpretation: Re-Thinking Modal Space for Recovering Deformable Shapes [draft] [bibtex]
    IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid (New York, USA), 2016.
39. Antonio Agudo and Francesc Moreno-Noguer [poster]
    Learning Shape, Motion and Elastic Models in Force Space [draft] [bibtex] [video]
    IEEE International Conference on Computer Vision (ICCV), Santiago (Chile), 2015.
40. Antonio Agudo, Francesc Moreno-Noguer, Begoña Calvo and J. M. M. Montiel
    Sequential Non-Rigid Structure from Motion using Physical Priors [draft] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 38(5):979-994, 2016.
41. Antonio Agudo and Francesc Moreno-Noguer [poster]
    Simultaneous Pose and Non-Rigid Shape with Particle Dynamics [draft] [bibtex] [video]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Boston (Massachusetts, USA), 2015.
42. Antonio Agudo, J. M. M. Montiel, Lourdes Agapito and Begoña Calvo [poster]
    Online Dense Non-Rigid 3D Shape and Camera Motion Recovery [draft] [bibtex] [video]
    British Machine Vision Conference (BMVC), Nottingham (United Kingdom), 2014.
43. Antonio Agudo, Lourdes Agapito, Begoña Calvo and J. M. M. Montiel [poster]
    Good Vibrations: A Modal Analysis Approach for Sequential Non-Rigid Structure from Motion [draft] [bibtex] [video]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Columbus (Ohio, USA), 2014.
44. Antonio Agudo, Begoña Calvo and J. M. M. Montiel
    3D Reconstruction of Non-Rigid Surfaces in Real-Time using Wedge Elements [draft] [bibtex] [StrongDeformation] [RealTime]
    5th Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment NORDIA (ECCV 2012), Florence (Italy), 2012.
45. Antonio Agudo, Begoña Calvo and J. M. M. Montiel [poster]
    Finite Element based Sequential Bayesian Non-Rigid Structure from Motion [draft] [bibtex] [silicone] [PaperBending] [FlagPaper]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Providence (Rhode Island, USA), 2012.
46. Antonio Agudo, Begoña Calvo and J. M. M. Montiel
    FEM Models to Code Non-Rigid EKF Monocular SLAM [draft] [bibtex] [video] [YouTube]
    1st IEEE International Workshop on Dynamic Shape Capture and Analysis 4DMOD (ICCV 2011), Barcelona (Spain), 2011.
47. Antonio Agudo
    Sequential Bayesian Non-Rigid Structure from Motion [draft]
    PhD Thesis, University of Zaragoza (Spain), 2015.