Facial expression based automatic album creation

Abhinav Dhall*, Akshay Asthana, Roland Goecke

*Corresponding author for this work

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

    15 Citations (Scopus)

    Abstract

    With simple cost effective imaging solutions being widely available these days, there has been an enormous rise in the number of images consumers have been taking. Due to this increase, searching, browsing and managing images in multi-media systems has become more complex. One solution to this problem is to divide images into albums for meaningful and effective browsing. We propose a novel automated, expression driven image album creation for consumer image management systems. The system groups images with faces having similar expressions into albums. Facial expressions of the subjects are grouped into albums by the Structural Similarity Index measure, which is based on the theory on how easily the human visual system can extract the shape information of a scene. We also propose a search by similar expression, in which the user can create albums by providing example facial expression images. A qualitative analysis of the performance of the system is presented on the basis of a user study.

    Original languageEnglish
    Title of host publicationNeural Information Processing
    Subtitle of host publicationModels and Applications - 17th International Conference, ICONIP 2010, Proceedings
    Pages485-492
    Number of pages8
    EditionPART 2
    DOIs
    Publication statusPublished - 2010
    Event17th International Conference on Neural Information Processing, ICONIP 2010 - Sydney, NSW, Australia
    Duration: 22 Nov 201025 Nov 2010

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    NumberPART 2
    Volume6444 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference17th International Conference on Neural Information Processing, ICONIP 2010
    Country/TerritoryAustralia
    CitySydney, NSW
    Period22/11/1025/11/10

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