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07/02/2023
A Proximal Algorithm for Network Slimming
As a popular channel pruning method for convolutional neural networks (C...
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07/01/2023
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising
Poisson noise commonly occurs in images captured by photon-limited imagi...
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01/06/2023
Efficient Image Segmentation Framework with Difference of Anisotropic and Isotropic Total Variation for Blur and Poisson Noise Removal
In this paper, we aim to segment an image degraded by blur and Poisson n...
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02/21/2022
A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation
In this paper, we propose a multi-stage image segmentation framework tha...
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10/03/2020
Nonconvex Regularization for Network Slimming:Compressing CNNs Even More
In the last decade, convolutional neural networks (CNNs) have evolved to...
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05/09/2020
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation
In a class of piecewise-constant image segmentation models, we incorpora...
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12/17/2019