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Campos V. Deep Learning that Scales: Leveraging Compute and Data. Torres J, Giró-i-Nieto X. Computer Architecture. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2020.  (8.55 MB)
Campos V. Layer-wise CNN Surgery for Visual Sentiment Prediction. Salvador A, Jou B, Giró-i-Nieto X. 2015.  (1.51 MB)
Campos V, Jou B, Giró-i-Nieto X, Torres J, Chang S-F. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In NIPS Time Series Workshop 2017. Long Beach, CA, USA; 2017.  (427.72 KB)
Campos V, Sastre F, Yagües M, Bellver M, Giró-i-Nieto X, Torres J. Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. In International Conference on Computational Science (ICCS). Zurich, Switzerland: Elsevier; 2017.  (576.67 KB)
Cànaves MArtigues. Prevention of Alzheimer's Disease: a contribution from MRI and machine learning. Petrone P, Vilaplana V. 2018.
Canton-Ferrer C, Butko T, Segura C, Giró-i-Nieto X, Nadeu C, Hernando J, et al.. Audiovisual Event Detection Towards Scene Understanding. In 2009 IEEE Computer-Society Conference on Computer Vision and Pattern Recognition Workshops. 2009. pp. 840–847.  (1.99 MB)
Canton-Ferrer C, Segura C, Pardàs M, Casas J, Hernando J. Multimodal Real-Time Focus of Attention Estimation in SmartRooms. In CVPR 2008 Workshop on Human Communicative Behavior Analysis. 2008. pp. 1–4.
Canton-Ferrer C, Casas J, Pardàs M. Real-time 3D multi-person tracking using Monte Carlo surface sampling. In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2010. pp. 40–46.
Canton-Ferrer C, Casas J, Pardàs M. Head Pose Detection based on Fusion of Multiple Viewpoint Information. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2007. pp. 305–310.
Canton-Ferrer C, Canton-Ferrer C, Casas J, Pardàs M. Fusion of multiple viewpoint information towards 3d face robust orientation detection. In IEEE International Conference on Image Processing. 2005.
Canton-Ferrer C, Casas J, Pardàs M. Human motion capture using scalable body models. Computer vision and image understanding. 2011;115:1363–1374.
Canton-Ferrer C, Casas J, Pardàs M. Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2010. pp. 116–121.
Canton-Ferrer C, Casas J, Pardàs M. Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. In Articulated Motion and Deformable Objects. Berlin / Heidelberg: Springer; 2008. pp. 82–91.
Canton-Ferrer C, Casas J, Pardàs M. Head Pose Detection based on Fusion of Multiple Viewpoint Information. In CLEAR'06 Evaluation Campaign and Workshop - Classification of Events, Activities and Relationships. 2006. pp. 305–310.
Canton-Ferrer C, Canton-Ferrer C, Casas J, Pardàs M. Towards a bayesian approach to robust finding correspondances in multiple view geometry environments. In Workshop on Computer Graphics and Geometric Modelling. Intrernational Conference on Computational Science. 2005. pp. 281–289.
Canton-Ferrer C, Segura C, Casas J, Pardàs M, Hernando J. Audiovisual head orientation estimation with particle filtering in multisensor scenarios. EURASIP Journal on Advances in Signal Processing. 2008;2008:1–13.
Canton-Ferrer C, Casas J, Pardàs M. Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2008. pp. 317–327.
Canton-Ferrer C, Sblendido R, Casas J, Pardàs M. Particle Filtering and Sparse Sampling for Multi-Person 3D Tracking. In IEEE International Conference on Image Processing. 2008. pp. 2644–2647.
Canton-Ferrer C, Salvador J, Casas J, Pardàs M. Multi-Person Tracking Strategies Based on Voxel Analysis. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2008. pp. 91–103.
Canton-Ferrer C, Casas J, Pardàs M. Towards a low cost multi-camera marker based human motion capture system. In 16th International Conference on Image Processing. 2009. pp. 2581–2584.
Canton-Ferrer C, Canton-Ferrer C, Casas J, Pardàs M. Human Model and Motion Based 3D Action Recognition in Multiple View Scenarios. In 14th European Signal Processing Conference. 2006. pp. 1–1.
Canton-Ferrer C, Salvador J, Casas J, Pardàs M. Multi-Person Tracking Strategies Based on Voxel Analysis. In CLEAR'07 Second International Evaluation Workshop on Classification of Events, Activities and Relationships. 2007. pp. 1–12.
Canton-Ferrer C. From Catalonia to America: notes on how to achieve a successful post-PhD career. 2015.
Canton-Ferrer C, Casas J, Tekalp M, Pardàs M. Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. In Machine Learning for Multimodal Interaction. Berlin / Heidelberg: Springer; 2006. pp. 250–261.
Canton-Ferrer C, Canton-Ferrer C, Casas J, Tekalp M, Pardàs M. Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. In 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms. 2005.

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