Non-local Means for Stereo Image Denoising Using Structural Similarity

@inproceedings{Alkinani2015NonlocalMF,
  title={Non-local Means for Stereo Image Denoising Using Structural Similarity},
  author={Monagi H. Alkinani and Mahmoud R. El-Sakka},
  booktitle={ICIAR},
  year={2015}
}
We present a novel stereo image denoising algorithm. Our algorithm takes as an input a pair of noisy images of an object captured form two different directions. We use the structural similarity index as a similarity metric for identifying locations of similar patches in the input images. We adapt the Non-Local Means algorithm for denoising collected patches from the input images. We validate our algorithm on various stereo images at various noise levels. Experimental results show that the… CONTINUE READING

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