Cristian Canton
Orcid: 0000-0002-3189-5498
According to our database1,
Cristian Canton
authored at least 69 papers
between 2005 and 2024.
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Bibliography
2024
On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare.
Nat. Mac. Intell., 2024
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-Identification via Full-Body Person Synthesis.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms.
CoRR, 2023
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis.
CoRR, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Biom. Behav. Identity Sci., 2022
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness.
CoRR, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
CoRR, 2020
2019
CoRR, 2019
2018
Comput. Vis. Image Underst., 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
2016
Training deep networks for facial expression recognition with crowd-sourced label distribution.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2011
EURASIP J. Adv. Signal Process., 2011
Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities.
EURASIP J. Adv. Signal Process., 2011
2010
EURASIP J. Adv. Signal Process., 2010
Virtual view appearance representation for human motion analysis in multi-view environments.
Proceedings of the 18th European Signal Processing Conference, 2010
Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the Computers in the Human Interaction Loop, 2009
Proceedings of the Computers in the Human Interaction Loop, 2009
Improving detection of acoustic events using audiovisual data and feature level fusion.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios.
EURASIP J. Adv. Signal Process., 2008
Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Multimodal Technologies for Perception of Humans, 2007
Proceedings of the Multimodal Technologies for Perception of Humans, 2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the Multimodal Technologies for Perception of Humans, 2006
UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006
2005
Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding.
Proceedings of the Machine Learning for Multimodal Interaction, 2005
Fusion of multiple viewpoint information towards 3D face robust orientation detection.
Proceedings of the 2005 International Conference on Image Processing, 2005
Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments.
Proceedings of the Computational Science, 2005