English

Shannon, Tsallis and Kaniadakis entropies in bi-level image thresholding

Computer Vision and Pattern Recognition 2015-08-06 v1

Abstract

The maximum entropy principle is often used for bi-level or multi-level thresholding of images. For this purpose, some methods are available based on Shannon and Tsallis entropies. In this paper, we discuss them and propose a method based on Kaniadakis entropy.

Keywords

Cite

@article{arxiv.1502.06556,
  title  = {Shannon, Tsallis and Kaniadakis entropies in bi-level image thresholding},
  author = {Amelia Carolina Sparavigna},
  journal= {arXiv preprint arXiv:1502.06556},
  year   = {2015}
}

Comments

Keywords: Kaniadakis Entropy, Image Processing, Image Segmentation, Image Thresholding, Texture Transitions