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Magic Mirror Stealth: Interactive Automatic Picture Editing System

  • Meng Di Zhou*
  • , Bo Heng Hu
  • , Si Liu
  • *此作品的通讯作者
  • CAS - Institute of Information Engineering
  • University of Chinese Academy of Sciences
  • Beijing No.8 High School

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper builds an interactive automatic picture editing system based on the most advanced algorithms in the field of multi-modality. It removes a specific area or entity in the image according to the natural language expression, which is like a magic mirror that can make the target invisible. The system is composed of two core processing modules: a referring image segmentation module based on natural language expressions and an automatic image inpainting module. The two modules cooperate to precisely control the editing area and generate the editing results based on the image semantics, which can ensure that the edited images are natural, realistic, and meet the editing needs of users. The two modules of the system are trained on open-source datasets separately. Experimental results demonstrate that the system can help users quickly edit images by a natural language expression.

源语言英语
主期刊名PRICAI 2021
主期刊副标题Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Proceedings
编辑Duc Nghia Pham, Thanaruk Theeramunkong, Guido Governatori, Fenrong Liu
出版商Springer Science and Business Media Deutschland GmbH
252-265
页数14
ISBN(印刷版)9783030891879
DOI
出版状态已出版 - 2021
活动18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021 - Virtual, Online
期限: 8 11月 202112 11月 2021

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
13031 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021
Virtual, Online
时期8/11/2112/11/21

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