Automated Removal of Gaussian Noise in Color Images

ULU A., DİZDAROĞLU B.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text)

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/siu.2017.7960642
  • City: Antalya
  • Country: Turkey
  • Karadeniz Technical University Affiliated: Yes

Abstract

In this study, an automatic trace-based approach is presented for reducing Gaussian noise in color images. As a first step in the method, homogeneous regions in the noisy image are detected. As a second step, the variance of additive white Gaussian noise is estimated by taking into account the detected homogeneous regions. As a final step, the noise reduction process is performed via an improved trace-based approach that considers both structure and texture information in the color image. The obtained results depict the performance of the method.