Unsupervised malaria parasite detection based on phase spectrum

@article{Fang2011UnsupervisedMP,
  title={Unsupervised malaria parasite detection based on phase spectrum},
  author={Yuming Fang and Wei Xiong and Weisi Lin and Zhenzhong Chen},
  journal={2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
  year={2011},
  pages={7997-8000}
}
In this paper, we propose a novel method for malaria parasite detection based on phase spectrum. The method first obtains the amplitude spectrum and phase spectrum for blood smear images through Quaternion Fourier Transform (QFT). Then it gets the reconstructed image based on Inverse Quaternion Fourier transform (IQFT) on a constant amplitude spectrum and the original phase spectrum. The malaria parasite areas can be detected easily from the reconstructed blood smear images. Extensive… CONTINUE READING

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