/PQFT-saliency-detection

Spatio-temporal saliency detection using phase spectrum of the quaternion fourier transform

Primary LanguagePythonMIT LicenseMIT

PQFT-saliency-detection

Spatio-temporal saliency detection using phase spectrum of the quaternion fourier transform.

The Python implementation in this repo is taken from

Chenlei Guo, Qi Ma and Liming Zhang, "Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform," 2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008, pp. 1-8, doi: 10.1109/CVPR.2008.4587715.

Quick guide

To see how to use the algorithm there are two examples:

  • for static saliency example_static.py;
  • for dynamic saliency example_dynamic.py.