TY - GEN
T1 - Expression analysis in the wild
T2 - 3rd ACM International Conference on Multimedia Retrieval, ICMR 2013
AU - Dhall, Abhinav
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - expression analysis in the wild
KW - group mood analysis
UR - http://www.scopus.com/inward/record.url?scp=84877621740&partnerID=8YFLogxK
U2 - 10.1145/2461466.2461529
DO - 10.1145/2461466.2461529
M3 - Conference contribution
SN - 9781450320337
T3 - ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval
SP - 325
EP - 328
BT - ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval
Y2 - 16 April 2013 through 20 April 2013
ER -