Cristian Canton

Contributions while at GPI

Journal Articles

2011
T. Butko, Canton-Ferrer, C., Segura, C., Giró-i-Nieto, X., Nadeu, C., Hernando, J., and Casas, J. R., “Acoustic event detection based on feature-level fusion of audio and video modalities”, Eurasip journal on advances in signal processing, vol. 2011, pp. 1–11, 2011. DOI Google Scholar BibTex
C. Canton-Ferrer, Casas, J. R., and Pardàs, M., “Human motion capture using scalable body models”, Computer vision and image understanding, vol. 115, pp. 1363–1374, 2011. DOI Google Scholar BibTex
C. Canton-Ferrer, Casas, J. R., Pardàs, M., and Monte, E., “Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies”, Eurasip journal on advances in signal processing, vol. 2011, pp. 1–15, 2011. DOI Google Scholar BibTex

2010
C. Canton-Ferrer, Casas, J. R., and Pardàs, M., “Marker-based human motion capture in multi-view sequences”, Eurasip journal on advances in signal processing, vol. 2010, pp. 1–11, 2010. DOI Google Scholar BibTex

2008
C. Canton-Ferrer, Segura, C., Casas, J. R., Pardàs, M., and Hernando, J., “Audiovisual head orientation estimation with particle filtering in multisensor scenarios”, EURASIP Journal on Advances in Signal Processing, vol. 2008, pp. 1–13, 2008. DOI Google Scholar BibTex

Book Chapters and Books

2009
C. Canton-Ferrer, Pardàs, M., and Vilaplana, V., “Image and video processing tools for HCI”, in Multimodal signal processing: theory and applications for human-computer interaction, 2009, pp. 93–118. Google Scholar BibTex
K. Nickel, Pardàs, M., Stiefelhagen, R., Canton-Ferrer, C., Landabaso, J. - L., and Casas, J. R., “Activity Classification”, in Computers in the Human Interaction Loop, London: Springer, 2009, pp. 107–119. DOI Google Scholar BibTex

2008
C. Canton-Ferrer, Casas, J. R., and Pardàs, M., “Head Orientation Estimation Using Particle Filtering in Multiview Scenarios”, in Multimodal Technologies for Perception of Humans, vol. 4625, Berlin / Heidelberg: Springer, 2008, pp. 317–327. DOI Google Scholar BibTex
C. Canton-Ferrer, Casas, J. R., and Pardàs, M., “Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture”, in Articulated Motion and Deformable Objects, vol. 5098, Berlin / Heidelberg: Springer, 2008, pp. 82–91. DOI Google Scholar BibTex
C. Canton-Ferrer, Salvador, J., Casas, J. R., and Pardàs, M., “Multi-Person Tracking Strategies Based on Voxel Analysis”, in Multimodal Technologies for Perception of Humans, vol. 4625, Berlin / Heidelberg: Springer, 2008, pp. 91–103. DOI Google Scholar BibTex

Conference Papers

2022
M. Geleta, Puntí, C., McGuinness, K., Pons, J., Canton-Ferrer, C., and Giró-i-Nieto, X., “PixInWav: Residual Steganography for Hiding Pixels in Audio”, in ICASSP, 2022. Google Scholar BibTex (5.77 MB)

2019
B. Oriol, Canton-Ferrer, C., and Giró-i-Nieto, X., “Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation”, in NeurIPS 2019 Workshop on AI for Social Good, Vancouver, Canada, 2019. Google Scholar BibTex (1.91 MB)

2017
J. Pan, Canton-Ferrer, C., McGuinness, K., O'Connor, N., Torres, J., Sayrol, E., and Giró-i-Nieto, X., “SalGAN: Visual Saliency Prediction with Generative Adversarial Networks”, in CVPR 2017 Scene Understanding Workshop (SUNw), Honolulu, Hawaii, USA, 2017. Google Scholar BibTex (1.85 MB)
X. Lin, Campos, V., Giró-i-Nieto, X., Torres, J., and Canton-Ferrer, C., “Disentangling Motion, Foreground and Background Features in Videos”, in CVPR 2017 Workshop Brave New Motion Representations, 2017. Google Scholar BibTex (370.64 KB)

2010
C. Canton-Ferrer, Casas, J. R., and 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. DOI Google Scholar BibTex

Theses

2009
C. Canton-Ferrer, “Human Motion Capture with Scalable Body Models”, Universitat Politècnica de Catalunya (UPC), 2009. Google Scholar BibTex (13.45 MB)

Other

2020
C. Puntí, “PixInPix: Hidding Pixels in Pixels”. 2020. Google Scholar BibTex (2.13 MB)	Ms Thesis

2019
B. Oriol, “Multimodal Hate Speech Detection in Memes”. 2019. Google Scholar BibTex (1.66 MB)	Ms Thesis

2015
C. Canton-Ferrer, “From Catalonia to America: notes on how to achieve a successful post-PhD career”. 2015. Google Scholar BibTex	Presentation