Cristian Canton
Contributions while at GPI
Journal Articles
“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. | ,
“Human motion capture using scalable body models”, Computer vision and image understanding, vol. 115, pp. 1363–1374, 2011. | ,
“Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies”, Eurasip journal on advances in signal processing, vol. 2011, pp. 1–15, 2011. | ,
“Marker-based human motion capture in multi-view sequences”, Eurasip journal on advances in signal processing, vol. 2010, pp. 1–11, 2010. | ,
“Audiovisual head orientation estimation with particle filtering in multisensor scenarios”, EURASIP Journal on Advances in Signal Processing, vol. 2008, pp. 1–13, 2008. | ,
Book Chapters and Books
“Image and video processing tools for HCI”, in Multimodal signal processing: theory and applications for human-computer interaction, 2009, pp. 93–118. | ,
“Activity Classification”, in Computers in the Human Interaction Loop, London: Springer, 2009, pp. 107–119. | ,
“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. | ,
“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. | ,
“Multi-Person Tracking Strategies Based on Voxel Analysis”, in Multimodal Technologies for Perception of Humans, vol. 4625, Berlin / Heidelberg: Springer, 2008, pp. 91–103. | ,
Conference Papers
“PixInWav: Residual Steganography for Hiding Pixels in Audio”, in ICASSP, 2022. (5.77 MB) | ,
“Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation”, in NeurIPS 2019 Workshop on AI for Social Good, Vancouver, Canada, 2019. (1.91 MB) | ,
“SalGAN: Visual Saliency Prediction with Generative Adversarial Networks”, in CVPR 2017 Scene Understanding Workshop (SUNw), Honolulu, Hawaii, USA, 2017. (1.85 MB) | ,
“Disentangling Motion, Foreground and Background Features in Videos”, in CVPR 2017 Workshop Brave New Motion Representations, 2017. (370.64 KB) | ,
“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. | ,
Theses
“Human Motion Capture with Scalable Body Models”, Universitat Politècnica de Catalunya (UPC), 2009. (13.45 MB) | ,
Other
“PixInPix: Hidding Pixels in Pixels”. 2020. (2.13 MB) | ,Ms Thesis |
“Multimodal Hate Speech Detection in Memes”. 2019. (1.66 MB) | ,Ms Thesis |
“From Catalonia to America: notes on how to achieve a successful post-PhD career”. 2015. | ,Presentation |