Fast face and saliency aware collage creation for mobile phones

Love Mehta, Abhinav Dhall

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Abstract

This demonstration is of an automated method for creating image collage in a mobile phone. The app creates semantically meaningful collages from images based on faces,,,,, image saliency and hybrid blending. The algorithm is designed for computational efficiency inorder for it run on a mobile device. Due to the increase in the use of social networks, users,,,, are uploading images and videos from social events. Collage presents a useful crisper summary of the event. It is popular among users as evident from Layout from Instagram: Collage app, which has over 100 million downloads. A limitation of these apps is that they are dependent on the user for selecting the grid layout and optimal cropping of the images. Our smart collage over comes these limitations and to the best of our knowledge this is one of the first mobile based solutions, which considers the faces and the region importance and later merges the salient images automatically in a non-rigid grid layout. Other interesting works either have a semi-rigid [1] or a fully rigid grid based layout [2] or are desktop based [3].

Original languageEnglish
Title of host publicationProceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
Subtitle of host publication15–19 May 2018 Xi’an, China
EditorsSidney D’Mello, Louis‐Philippe Morency, Michel Valstar, Lijun Yin
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages788
Number of pages1
ISBN (Electronic)9781538623350
ISBN (Print)9781538623367
DOIs
Publication statusPublished - 2018
Externally publishedYes
EventIEEE International Conference on Automatic Face and Gesture Recognition 2018 - Xi'an, China
Duration: 15 May 201819 May 2018
Conference number: 13th
https://fg2018.cse.sc.edu/

Conference

ConferenceIEEE International Conference on Automatic Face and Gesture Recognition 2018
Abbreviated titleFG 2018
CountryChina
CityXi'an
Period15/05/1819/05/18
Internet address

Keywords

  • Collage Creation
  • Face aware

Cite this

Mehta, L., & Dhall, A. (2018). Fast face and saliency aware collage creation for mobile phones. In S. D’Mello, LP. Morency, M. Valstar, & L. Yin (Eds.), Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018: 15–19 May 2018 Xi’an, China (pp. 788). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/FG.2018.00125