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Survey of natural image matting

Liang Yihui1
Huang Han2
Cai Zhaoquan3,4
Hao Zhifeng5
Feng Fujian2,6
1. School of Computing, University of Electronic Science & Technology of China, Zhongshan Institute, Zhongshan Guangdong 528400, China
2. School of Software, South China University of Technology, Guangzhou 510006, China
3. Shanwei Polytechnic, Shanwei Guangdong 516600, China
4. Dept. of Research, Huizhou University, Huizhou Guangdong 516007, China
5. Foshan University, Foshan Guangdong 528225, China
6. College of Computer & Information Engineering, Guizhou Minzu University, Guiyang 550025, China

Abstract

This paper reviewed the recent advances in natural image matting research, reclassified the researches according to their principles, analyzed existing algorithms for natural image matting and sorted out their key problems, introduced the evaluation indicators of natural image matting, summarized the challenges faced by natural image matting through example analysis and discusses the future research.

Foundation Support

国家自然科学基金资助项目(62002053,61772233,61876207,61772225)
广东省基础与应用基础研究基金资助项目(2019A1515111082)
中山市社会公益科技研究项目(2019B2010,2019B2011)
电子科技大学中山学院高层次人才科研启动项目(419YKQN15,417YKQ12)
中山市重大科技专项(2019A4018)
广东省普通高校青年创新人才类项目(2019KQNCX186)
广东省重点领域研发计划资助项目(2018B010109003)
广东省自然科学基金资助项目(2018B030311046)
广东省高校重点平台和科研项目(2018KZDXM066,2017KZDXM081)
广州市科学技术局项目(201804010276,201802010007)
广州市对外合作项目(201807010047)
贵州省科技计划资助项目([2019]1164)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.06.0111
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 5
Section: Survey
Pages: 1294-1301
Serial Number: 1001-3695(2021)05-003-1294-08

Publish History

[2021-05-05] Printed Article

Cite This Article

梁椅辉, 黄翰, 蔡昭权, 等. 自然图像抠图技术综述 [J]. 计算机应用研究, 2021, 38 (5): 1294-1301. (Liang Yihui, Huang Han, Cai Zhaoquan, et al. Survey of natural image matting [J]. Application Research of Computers, 2021, 38 (5): 1294-1301. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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