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Technology of Graphic & Image
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2217-2221,2240

Color transfer guided by semantic region of image based on super pixel

Tao Jinxin1a
Pan Bin1b
Kong Xiaodi1a
Jia Fangli1a
Li Jianheng1a
Zhong Fan2
1. a. School of Computer & Communication Engineering, b. School of Science, Liaoning Shihua University, Fushun Liaoning 113001, China
2. School of Computer Science & Technology, Shandong University, Jinan 250101, China

Abstract

Aiming at image color processing technology, this paper proposed an image color migration method based on super pixel. Semantic region of image guided the algorithm, and the algorithm mapped in LAB space. Firstly, the K-means algorithm and the SLIC algorithm segmented the input image, and regional covariance processed each sub region block. In this way, the method obtained the second order semantic feature and generated the super pixel. Secondly, similarity measurement function constructed similarity matrix. Then, the algorithm generated image super pixels by clustering blocks. Finally, this paper mapped the pixels with similar semantic information in the image based on LAB space and completed color transfer. The results show that the proposed algorithm is very efficient in processing complex images, and achieves accurate color transfer effect.

Foundation Support

国家自然科学基金资助项目(61602228,61572290)
辽宁省自然科学基金资助项目(2015020041)
辽宁省“兴辽英才计划”青年拔尖人才项目(XLYC1807266)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.12.0958
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 7
Section: Technology of Graphic & Image
Pages: 2217-2221,2240
Serial Number: 1001-3695(2020)07-062-2217-05

Publish History

[2020-07-05] Printed Article

Cite This Article

陶金鑫, 潘斌, 孔晓迪, 等. 基于超像素的图像语义区域引导的色彩迁移 [J]. 计算机应用研究, 2020, 37 (7): 2217-2221,2240. (Tao Jinxin, Pan Bin, Kong Xiaodi, et al. Color transfer guided by semantic region of image based on super pixel [J]. Application Research of Computers, 2020, 37 (7): 2217-2221,2240. )

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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