Expression analysis in the wild: From individual to groups

Abhinav Dhall

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)

    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 languageEnglish
    Title of host publicationICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval
    Pages325-328
    Number of pages4
    DOIs
    Publication statusPublished - 2013
    Event3rd ACM International Conference on Multimedia Retrieval, ICMR 2013 - Dallas, TX, United States
    Duration: 16 Apr 201320 Apr 2013

    Publication series

    NameICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval

    Conference

    Conference3rd ACM International Conference on Multimedia Retrieval, ICMR 2013
    Country/TerritoryUnited States
    CityDallas, TX
    Period16/04/1320/04/13

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