Abstract
With the advances in the computer vision in the past few years, analysis of human facial expressions has gained attention. Facial expression analysis is now an active field of research for over two decades now. However, still there are a lot of questions unanswered. This project will explore and devise algorithms and techniques for facial expression analysis in practical environments. Methods will also be developed for inferring the emotion of a group of people. The central hypothesis of the project is that close to real-world data can be extracted from movies and facial expression analysis on movies is a stepping stone for moving to analysis in the real-world. For the analysis of groups of people various attributes effect the perception of mood. A system which can classify the mood of a group of people in videos will be developed and will be used to solve the problem of efficient image browsing and retrieval based on emotion.
| Original language | English |
|---|---|
| Title of host publication | ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval |
| Pages | 325-328 |
| Number of pages | 4 |
| DOIs | |
| Publication status | Published - 15 May 2013 |
| Externally published | Yes |
| Event | ACM International Conference on Multimedia Retrieval 2013 - Dallas, United States of America Duration: 16 Apr 2013 → 20 Apr 2013 Conference number: 3rd https://dl.acm.org/doi/proceedings/10.1145/2461466 (Proceedings) |
Publication series
| Name | ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval |
|---|
Conference
| Conference | ACM International Conference on Multimedia Retrieval 2013 |
|---|---|
| Abbreviated title | ICMR 2013 |
| Country/Territory | United States of America |
| City | Dallas |
| Period | 16/04/13 → 20/04/13 |
| Internet address |
|
Keywords
- expression analysis in the wild
- group mood analysis