Jacopo Cavazza

Post Doc
fellow PhD Student @ PAVIS

Contacts

jacopo.cavazza@iit.it
+39 346 7664 779 / +1 443 3177 594

About

I am a fellow PhD Student at the Pattern Analysis and Computer Vision (PAVIS) department. 

I graduated cum laude in 2014 from the Universita' degli Studi di Genova in Applied Mathematics.

Projects

Kernel-based methods for Regression

Humans' Action Recognition and Intention Prediction

Crowd Counting

Deep Learning

 

Selected Publications

  1. Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, Rene' Vidal and Vittorio Murino - Curriculum Dropout - IEEE International Conference on Computer Vision (ICCV), October 2017, Venezia, Italy [paper]

  2. Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino - Predicting Human Intentions from Motion: a 2D+3D Fusion Approach - ACM on multimedia (ACMMM), October 2017 [paper]

  3. Jacopo Cavazza, Pietro Morerio and Vittorio Murino - A Compact Kernel Approximation for 3D Action Recognition - selected as oral presentation at the GIRPR International Conference on Image Analysis and Processing (ICIAP), September 2017, Catania, Italy

  4. Andrea Zunino, Jacopo Cavazza and Vittorio Murino - Revisiting Human Action Recognition: Personalizaton vs. Generalization - GIRPR International Conference on Image Analysis and Processing (ICIAP), September 2017, Catania, Italy [paper] 

  5. Jacopo Cavazza, Pietro Morerio and Vittorio Murino - When Kernel Methods meet Feature Learning: Log-Covariance Network for Action Recognition from Skeletal Data - IEEE Computer Vision and Pattern Recognition (CVPR) workshops, July 2017, Honolulu, Hawaii, USA [paper] 

  6. Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino - What Will I Do Next? The Intention from Motion Experiment - IEEE Computer Vision and Pattern Recognition (CVPR) workshops, July 2017, Honolulu, Hawaii, USA [paper]

  7. Jacopo Cavazza, Andrea Zunino, Marco San Biagio and Vittorio Murino - Kernelized Covariance for Action Recognition - 23rd International Conference on Pattern Recognition (ICPR), December 2016, Cancun, Mexico [paper] [supplementary] [poster] [code]

  8. Riccardo Volpi, Andrea Zunino, Jacopo Cavazza, Cristina Becchio and Vittorio Murino - Human Intention Prediction with Unsupervised Feature Learning - invited oral presentation at the Fifth Italian Workshop on Machine Learning and Data Mining, Invited Oral Presentation, 2016 [link]

  9. Jacopo Cavazza and Vittorio Murino - Active Regression with Adaptive Huber Loss - arXiv:1606.01568, June 2016 [paper]

  10. Jacopo Cavazza and Vittorio Murino - People Counting by Huber Loss Regression - Machine Learning for Intelligent Image and Video Processing (ML4IP), satellite workshop to the IEEE International Conference on Computer Vision (ICCV), Oral Presentation, December 2015, Santiago, Chile [paper] [link]

iit Publications

2017 A Compact Kernel Approximation for 3D Action Recognition
2017 Kernelized covariance for action recognition
2017 What Will I Do Next? The Intention from Motion Experiment
2017 When Kernel Methods meet Feature Learning: Log-Covariance Network for Action Recognition from Skeletal Data
2015 People Counting by Huber Loss Regression