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作者:

Wu, Jun (Wu, Jun.) | Yang, Zhuang (Yang, Zhuang.) | Peng, Du (Peng, Du.) | Guo, Cong (Guo, Cong.) | Zhang, Huiqing (Zhang, Huiqing.)

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摘要:

In this paper, we investigate the performance of super-resolution restoration (SR) algorithms for the screen content images (SCIs), which emerged with the rapid development of multi-device communication. SR is a crucial technique to improve the perceptual-quality of low-resolution SCIs captured from low-cost imaging sensors. However, most of existing SR algorithms are designed for natural scene images (NSIs), and their performance for SCIs is rarely studied. In order to verify the effectiveness of the existing NSIs-oriented SR algorithms on SCIs, we select eight classical or advanced SR algorithms as representative. Then, their performance for SCIs is measured by nine state-of-the-art image quality assessment (IQA) metrics which have been proven to be consistent with human perception. Finally, we can verify the effectiveness of those SR algorithms on SCIs by comparing the objective quality scores derived from those IQA metrics.

关键词:

Image quality Screen content image Super-resolution restoration

作者机构:

  • [ 1 ] [Wu, Jun]Northwestern Polytech Univ, Sch Elect & Informat, Xian, Shaanxi, Peoples R China
  • [ 2 ] [Yang, Zhuang]Beijing Univ Technol, Beijing, Peoples R China
  • [ 3 ] [Peng, Du]Beijing Univ Technol, Beijing, Peoples R China
  • [ 4 ] [Guo, Cong]Beijing Univ Technol, Beijing, Peoples R China
  • [ 5 ] [Zhang, Huiqing]Beijing Univ Technol, Beijing, Peoples R China

通讯作者信息:

  • [Wu, Jun]Northwestern Polytech Univ, Sch Elect & Informat, Xian, Shaanxi, Peoples R China

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来源 :

DIGITAL TV AND MULTIMEDIA COMMUNICATION

ISSN: 1865-0929

年份: 2019

卷: 1009

页码: 65-73

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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