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Journal of Machine Learning Research, ISSN 1532-4435, 01/2015, Volume 15, pp. 3595 - 3634
Journal Article
JOURNAL OF MACHINE LEARNING RESEARCH, ISSN 1532-4435, 11/2014, Volume 15, pp. 3595 - 3634
Blind deconvolution involves the estimation of a sharp signal or image given only a blurry observation. Because this problem is fundamentally ill-posed, strong... 
sparse estimation | blind image deblurring | sparse priors | variational Bayes | ALGORITHMS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | blind deconvolution
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 11/2013, Volume 32, Issue 6, pp. 1 - 10
Journal Article
Journal of Applied Geophysics, ISSN 0926-9851, 08/2018, Volume 155, pp. 53 - 61
Sparse-spike deconvolution is widely applied for improving the resolution of stacked seismogram. However, the method frequently suffers from instability and... 
Deconvolution | Sparse | Reliability | Controlled bandwidth | GEOSCIENCES, MULTIDISCIPLINARY | RECONSTRUCTION | MINING & MINERAL PROCESSING | DECOMPOSITION | SEISMIC DATA | INVERSION | Analysis | Algorithms
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 11/2019, Volume 65, Issue 11, pp. 7415 - 7436
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 10/2016, Volume 23, Issue 10, pp. 1384 - 1388
Journal Article
Publications of the Astronomical Society of the Pacific, ISSN 0004-6280, 10/2002, Volume 114, Issue 800, pp. 1051 - 1069
This article reviews different deconvolution methods. The all‐pervasive presence of noise is what makes deconvolution particularly difficult. The diversity of... 
Information retrieval noise | Image resolution | Astronomical objects | Hubble Space Telescope | Signal noise | Wavelet analysis | Fourier transformations | Entropy | Review | Pixels | Astronomy | MAXIMUM-ENTROPY | EDGE-DETECTION | IMAGE-RESTORATION | RECONSTRUCTION | ASTRONOMY & ASTROPHYSICS | ADAPTIVE OPTICS | RESOLUTION | WAVELET TRANSFORM | MU-M | REGULARIZATION | SPARSE SPIKE TRAINS
Journal Article
Geophysics, ISSN 0016-8033, 01/2019, Volume 84, Issue 1, pp. V1 - V9
Seismic deconvolution used for improving the bandwidth of data is inherently nonstationary, mixed phase, and blind. Due to some restricting assumptions imposed... 
Sparse | Blind deconvolution | GEOCHEMISTRY & GEOPHYSICS | DOMAIN | REFLECTIVITY
Journal Article
Geophysical Prospecting, ISSN 0016-8025, 11/2018, Volume 66, Issue 9, pp. 1684 - 1701
Journal Article
Signal Processing, ISSN 0165-1684, 06/2017, Volume 135, pp. 253 - 262
Seismic deconvolution is a general problem associated with recovering the reflectivity series from a seismic signal when the wavelet is known. In this paper,... 
Wavelet estimation | Sparse deconvolution | Semi-blind | Multichannel deconvolution | Reflectivity recovery | Seismic deconvolution | BASIS PURSUIT | DECOMPOSITION | INVERSION | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms | Machine learning
Journal Article
Journal Article
MATHEMATICAL BIOSCIENCES AND ENGINEERING, ISSN 1547-1063, 2019, Volume 16, Issue 4, pp. 2202 - 2218
In this paper, we develop a novel subspace-based recovery algorithm for non-blind deconvolution (named SND). With considering visual importance difference... 
subspace fidelity | SPARSE REPRESENTATION | IMAGE | FUSION | subspace prior | non-blind deconvolution | ALGORITHM | MATHEMATICAL & COMPUTATIONAL BIOLOGY | least square integration | fast Fourier transform
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 07/2016, Volume 62, Issue 7, pp. 4266 - 4275
Journal Article
Journal of Nondestructive Evaluation, ISSN 0195-9298, 9/2012, Volume 31, Issue 3, pp. 225 - 244
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2014, Volume 36, Issue 8, pp. 1628 - 1643
Journal Article
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