Magic Mirror Stealth: Interactive Automatic Picture Editing System

  • Meng Di Zhou*
  • , Bo Heng Hu
  • , Si Liu
  • *Corresponding author for this work

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

Abstract

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.

Original languageEnglish
Title of host publicationPRICAI 2021
Subtitle of host publicationTrends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Proceedings
EditorsDuc Nghia Pham, Thanaruk Theeramunkong, Guido Governatori, Fenrong Liu
PublisherSpringer Science and Business Media Deutschland GmbH
Pages252-265
Number of pages14
ISBN (Print)9783030891879
DOIs
StatePublished - 2021
Event18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021 - Virtual, Online
Duration: 8 Nov 202112 Nov 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13031 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021
CityVirtual, Online
Period8/11/2112/11/21

Keywords

  • Image inpainting
  • Interactive automatic picture editing system
  • Referring image segmentation

Fingerprint

Dive into the research topics of 'Magic Mirror Stealth: Interactive Automatic Picture Editing System'. Together they form a unique fingerprint.

Cite this