Color image enhancement using correlated intensity and saturation adjustments

  • Ngaiming Kwok
  • , Haiyan Shi
  • , Gu Fang
  • , Quang Ha
  • , Ying-Hao Yu
  • , Tonghai Wu
  • , Huaizhong Li
  • , Thai Nguyen

Research output: Contribution to journalArticlepeer-review

11 Citations (Scopus)

Abstract

The enhancement of digital color images needs to be performed in accordance with human perception in terms of hue, saturation, and intensity attributes instead of improving only the contrast. Two approaches were developed in this work, which use a correlated adjustment mechanism incorporating intensity and saturation attributes and provide contrast and saturation enhancements together with brightness consistency. In these algorithms, object edges are emphasized for contrast, and image saturation is increased by boosting the salient regions. Furthermore, intensity and saturation enhancements are carried out in a lattice structure where adjustments are made inter-related for better performance. Experiments were conducted with benchmark and real-world images. Results had shown improvements in image qualities both qualitatively and quantitatively.
Original languageEnglish
Pages (from-to)1037-1047
Number of pages11
JournalJournal of Modern Optics
Volume62
Issue number13
DOIs
Publication statusPublished - 2015

Keywords

  • brightness preservation
  • color enhancement
  • color image
  • contrast enhancement
  • saturation enhancement

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