Design and implementation of an image matting system on android phones

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

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

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.

源语言英语
主期刊名Proceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
出版商Institute of Electrical and Electronics Engineers Inc.
522-526
页数5
ISBN(电子版)9781479986460
DOI
出版状态已出版 - 20 11月 2015
活动7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015 - Hangzhou, Zhejiang, 中国
期限: 26 8月 201527 8月 2015

出版系列

姓名Proceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
1

会议

会议7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
国家/地区中国
Hangzhou, Zhejiang
时期26/08/1527/08/15

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