Resizing and cleaning of histopathological images using generative adversarial networks


Celik G., TALU M. F.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, cilt.554, 2020 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 554
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1016/j.physa.2019.122652
  • Dergi Adı: PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Özet

Bilinear and Bicubic interpolation techniques are frequently used to increase image resolution. These techniques with data modeling approach are replaced by intelligent systems that can learn automatically from data. SRGAN is a modern Generative Adversarial Network developed as an alternative to classical interpolation techniques. His ability to produce images in super resolution has attracted the attention of many researchers.