M6. Video Analysis
The objective of this module is to present the main concepts and technologies that are necessary for image sequence analysis. In the first place, we will present the applications of image sequence analysis and the different kind of data where these techniques will be applied: mono-camera video sequences, multi-camera and depth camera sequences. Both theoretical bases and algorithms will be studied. Main subjects will be motion segmentation, background subtraction, motion estimation both in 2D and 3D, tracking algorithms and model-based analysis. Higher level techniques such as gesture or action recognition and video retrieval will also be studied. Students will work on a project on traffic monitoring where they will apply the concepts learned in the course.
Module lectures:
Academic Year 2017-2018 | |||||||
Week | Date | Time | Lecture | Lecturer | University | Building | Room |
1 | Tue. Feb.20th | 16:00 -18:00 | Introduction to video analysis and tracking. Video segmentation (I) | Montse Pardàs | UPC | D5 | 010 (Aula Merit) |
1 | Thu. Feb.22nd | 16:00 -18:00 | Video segmentation (II) | Montse Pardàs | UPC | D5 | 010 |
1 | Thu. Feb.22nd | 18:00 - 19:00 | Project Introduction |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
2 | Tue. Feb.27th | 16:00 -18:00 | Semantic video segmentation. Motion estimation (I) | Xavier Giró / Ramon Morros | UPC | D5 | 010 |
2 | Thu. Mar.1st | 16:00 -18:00 | Motion estimation (II) | Ramon Morros | UPC | D5 | 010 |
2 | Thu. Mar.1st | 18:00 -19:00 | Project follow-up |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
3 | Tue. Mar.6th | 16:00 -18:00 | Bayesian tracking (I) | Ramon Morros | UPC | D5 | 010 |
3 | Thu. Mar.8th | 16:00 -18:00 | Bayessian tracking (II) | Ramon Morros | UPC | D5 | 010 |
3 | Thu. Mar.8th | 18:00 -19:00 | Project follow-up |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
4 | Tue. Mar.13th | 16:00 -18:00 | Tracking contours and Video Objects | Montse Pardàs | UPC | D5 | 010 |
4 | Thu. Mar.15th | 16:00 -18:00 | Tracking with bounding box. Model Based Tracking | Xavier Giró / Josep R. Casas | UPC | D5 | 010 |
4 | Thu. Mar.15th | 18:00 -19:00 | Project follow-up |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
5 | Tue. Mar.20th | 16:00 -17:00 | Recognition: Pose and Dynamic Gestures | Javier Ruiz | UPC | D5 | 010 |
5 | Thu. Mar.22nd | 16:00 -18:00 | Recognition: Actions recognition and Video classification | Xavier Giró | UPC | D5 | 010 |
5 | Thu. Mar.22nd | 18:00 -19:00 | Project follow-up |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
Easter Holidays (from Mar. 26th to Apr. 2nd) | |||||||
6 | Tue. Apr.3rd | HOMEWORK | |||||
6 | Thu. Apr.5th | HOMEWORK | |||||
7 | Thu. Apr.12th | 16:00 -19:00 | Project presentations |
Javier Ruiz / Xavier Giró |
UPC | D5 | 010 |
8 | Tue. Apr.17th | HOMEWORK | |||||
Thu. Apr.19th | HOMEWORK | ||||||
9 | Thu. Apr.26th | 16:00 -19:00 | EXAM | Montse Pardàs | UPC | D5 | 010 |
M6 Student Guide [here]