Design and implementation of an image matting system on android phones

Ranran Dong, Bo Wang, Zhiqiang Zhou, Sun Li, Zhongkai Wang

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

1 Citation (Scopus)

Abstract

Digital Image Matting refers to taking out the part you interest from a natural digital image while preserving the complete edges. The purpose of this paper is to present the design and implementation of an Android image matting application with a convenient form of human-computer interaction and high process speed. First, we get the user's interactive inputs on the basis of the Android graphics API and Android touch API. Then we use a new matting algorithm based on the improved Grab cut and Guided Filter to process image. Some scribbles can be added to the result as extra constrains if the user is not satisfied with the matting result. Then, the matting result will be processed by the proposed matting algorithm again. The experiment results have shown that our image matting application performs better than other matting applications. Especially, our application applies to various tough conditions such as fur objects, transparent objects and the image of complex textures.

Original languageEnglish
Title of host publicationProceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages522-526
Number of pages5
ISBN (Electronic)9781479986460
DOIs
Publication statusPublished - 20 Nov 2015
Event7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015 - Hangzhou, Zhejiang, China
Duration: 26 Aug 201527 Aug 2015

Publication series

NameProceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
Volume1

Conference

Conference7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
Country/TerritoryChina
CityHangzhou, Zhejiang
Period26/08/1527/08/15

Keywords

  • Android system
  • Digital image
  • Interactive input
  • Matting

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