Blind image deconvolution using space-variant neural network approach
A novel space-variant neural network based on an autoregressive moving average process is proposed for blind image deconvolution. An extended cost function motivated by human visual perception is developed simultaneously to identify the blur and to ...
Qureshi, I.M., Hussain, A., Cheema, T.A.
core
A Compressed-Sensing Based Blind Deconvolution Method for Image Deblurring in Dental Cone-Beam Computed Tomography. [PDF]
Kim KS +12 more
europepmc +1 more source
Accelerated iterative blind deconvolution
This thesis considers the problem of restoring an image distorted by a linear spatially-invariant point spread function (PSF) and corrupted by noise.
Biggs, David S.C.
core
Iterative Blind Deconvolution Algorithm for Deblurring a Single PSP/TSP Image of Rotating Surfaces. [PDF]
Pandey A, Gregory JW.
europepmc +1 more source
Cascade of blind deconvolution and array invariant for robust source-range estimation. [PDF]
Song HC, Cho C, Byun G, Kim JS.
europepmc +1 more source
Blind Deconvolution of Images using Optimal Sparse Representations
The relative Newton algorithm, previously proposed for quasi maximum likelihood blind source separation and blind deconvolution of one-dimensional signals is generalized for blind deconvolution of images.
Michael Zibulevsky +3 more
core
The Prediction of the Remaining Useful Life of Rotating Machinery Based on an Adaptive Maximum Second-Order Cyclostationarity Blind Deconvolution and a Convolutional LSTM Autoencoder. [PDF]
Gao Y, Ahmad Z, Kim JM.
europepmc +1 more source
Blind deconvolution estimation of fluorescence measurements through quadratic programming. [PDF]
Campos-Delgado DU +5 more
europepmc +1 more source
Optimal Sparse Representations for Blind Deconvolution of Images
The relative Newton algorithm, previously proposed for quasi maximum likelihood blind source separation and blind deconvolution of one-dimensional signals is generalized for blind deconvolution of images.
Michael Zibulevsky +3 more
core
Improvement of Whole-body Bone Planar Images on a Bone-dedicated Single-photon Emission Computed Tomography Scanner by Blind Deconvolution Algorithm. [PDF]
Wang Z +7 more
europepmc +1 more source

