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07/15/2023
Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR
Understanding the state of changed areas requires that precise informati...
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02/29/2020
Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization
As deep neural networks make their ways into different domains, their co...
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05/11/2019
Machine learning in acoustics: a review
Acoustic data provide scientific and engineering insights in fields rang...
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02/05/2018
Image restoration with generalized Gaussian mixture model patch priors
Patch priors have became an important component of image restoration. A ...
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11/12/2017
Parameter Estimation in Finite Mixture Models by Regularized Optimal Transport: A Unified Framework for Hard and Soft Clustering
In this short paper, we formulate parameter estimation for finite mixtur...
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10/23/2017
Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100× speed-up
Image restoration methods aim to recover the underlying clean image from...
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06/02/2012
Poisson noise reduction with non-local PCA
Photon-limited imaging arises when the number of photons collected by a ...
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05/07/2012
