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  • 标题:Shape-adaptive DCT and Its Application in Region-based Image Coding
  • 本地全文:下载
  • 作者:Yamin Zheng ; Xiaoyan Wang ; Chengyou Wang
  • 期刊名称:International Journal of Signal Processing, Image Processing and Pattern Recognition
  • 印刷版ISSN:2005-4254
  • 出版年度:2014
  • 卷号:7
  • 期号:1
  • 页码:99-108
  • DOI:10.14257/ijsip.2014.7.1.10
  • 出版社:SERSC
  • 摘要:To get better and flexible performance, region-based image coding has been studiedwidely in the last few years. In region-based image coding, the whole image can be dividedinto two parts: region-of-interest (ROI) and background area. ROI is coded in lowcompression ratio, while background area is coded in high compression ratio. In this paper,shape-adaptive DCT (SA-DCT) for coding arbitrarily shaped image segments is introduced.And two region-based image coding methods using discrete cosine transform (DCT) and SADCTare presented. The algorithm based on SA-DCT is comparable with the one based onDCT in terms of reconstructed images’ effects. Experimental results show that the algorithmbased on SA-DCT performs better than the one based on DCT both in subjective effect andobjective effect. Therefore, SA-DCT is a more suitable transform for region-based imagecoding than DCT.
  • 关键词:image coding; discrete cosine transform (DCT); shape-adaptive DCT (SADCT);region-of-interest (ROI); image segmentation
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