pybind_bm3d.bm3d

pybind_bm3d.bm3d(arg0: numpy.ndarray[float32], arg1: float) → numpy.ndarray[float32]

Apply the BM3D image to a noisy input image

Parameters

• img (np.array of type float) – The noisy input image. Will be coerced to be C_ALIGNED. May have dimensions HxWxC or HxW (Height, Width, Channels).

• sigma (float) – An estimate of the standard deviation of the noise.

Returns

• np.array of type float – Denoised image with the same shape as the input img.

• .. _More information – Marc Lebrun, An Analysis and Implementation of the BM3D Image Denoising Method, Image Processing On Line, 2 (2012), pp. 175–213. https://doi.org/10.5201/ipol.2012.l-bm3d http://www.ipol.im/pub/art/2012/l-bm3d/