1. On a computing device, a method of deconvoluting a blurred image via a non-blind deconvolution, the method comprising: iteratively downsampling the blurred image to form a blurred image pyramid comprising images of a plurality of different resolution scales; at a lower resolution scale in the blurred image pyramid, deconvoluting a lower resolution image according to a Bilateral Richardson-Lucy (BRL) deconvolution process in which a bilateral range/spatial filter is employed to form a lower resolution deconvoluted image; upsampling the lower resolution deconvoluted image to form an upsampled image; and at a higher resolution scale in the blurred image pyramid, deconvoluting a higher resolution image according to the BRL deconvolution process.