Cargando…

Simultaneous Patch-Group Sparse Coding with Dual-Weighted ℓ(p) Minimization for Image Restoration

Sparse coding (SC) models have been proven as powerful tools applied in image restoration tasks, such as patch sparse coding (PSC) and group sparse coding (GSC). However, these two kinds of SC models have their respective drawbacks. PSC tends to generate visually annoying blocking artifacts, while G...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Jiachao, Tong, Ying, Jiao, Liangbao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540981/ https://www.ncbi.nlm.nih.gov/pubmed/34683256 http://dx.doi.org/10.3390/mi12101205

Ejemplares similares

Structural Smoothing Low-Rank Matrix Restoration Based on Sparse Coding and Dual-Weighted Model
por: Wu, Jiawei, et al.
Publicado: (2022)

Sparse Coding Models Can Exhibit Decreasing Sparseness while Learning Sparse Codes for Natural Images
por: Zylberberg, Joel, et al.
Publicado: (2013)

Multi-Layer Sparse Representation for Weighted LBP-Patches Based Facial Expression Recognition
por: Jia, Qi, et al.
Publicado: (2015)

Using Sparse Patch Annotation for Tumor Segmentation in Histopathological Images
por: Liu, Yiqing, et al.
Publicado: (2022)

Synthetic Aperture Radar Image Despeckling Based on Multi-Weighted Sparse Coding
por: Liu, Shujun, et al.
Publicado: (2022)

Beyond ℓ(1) sparse coding in V1
por: Rentzeperis, Ilias, et al.
Publicado: (2023)

CT Image Sequence Restoration Based on Sparse and Low-Rank Decomposition
por: Gou, Shuiping, et al.
Publicado: (2013)

A Hybrid Sparse Representation Model for Image Restoration
por: Zhou, Caiyue, et al.
Publicado: (2022)

Genetic Variants Detection Based on Weighted Sparse Group Lasso
por: Che, Kai, et al.
Publicado: (2020)

Group sparse coding with a collection of winner-take-all networks
por: Dyer, Eva L, et al.
Publicado: (2012)

Simultaneously Low Rank and Group Sparse Decomposition for Rolling Bearing Fault Diagnosis
por: Zheng, Kai, et al.
Publicado: (2020)

Simultaneous Channel and Feature Selection of Fused EEG Features Based on Sparse Group Lasso
por: Wang, Jin-Jia, et al.
Publicado: (2015)

Fast Sparse Coding for Range Data Denoising with Sparse Ridges Constraint
por: Gao, Zhi, et al.
Publicado: (2018)

Poisson noisy image restoration via overlapping group sparse and nonconvex second-order total variation priors
por: Jon, Kyongson, et al.
Publicado: (2021)

Sparse-Coding-Based Computed Tomography Image Reconstruction
por: Yoon, Sang Min, et al.
Publicado: (2013)

Sensorimotor transformation via sparse coding
por: Takiyama, Ken
Publicado: (2015)

Selectivity and robustness of sparse coding networks
por: Paiton, Dylan M., et al.
Publicado: (2020)

Gradient Projection with Approximate L(0) Norm Minimization for Sparse Reconstruction in Compressed Sensing
por: Wei, Ziran, et al.
Publicado: (2018)

Nonlinear Spike-And-Slab Sparse Coding for Interpretable Image Encoding
por: Shelton, Jacquelyn A., et al.
Publicado: (2015)

Joint bayesian convolutional sparse coding for image super-resolution
por: Ge, Qi, et al.
Publicado: (2018)

Edge-Preserving Median Filter and Weighted Coding with Sparse Nonlocal Regularization for Low-Dose CT Image Denoising Algorithm
por: Yuan, Quan, et al.
Publicado: (2021)

Gabor Dictionary of Sparse Image Patches Selected in Prior Boundaries for 3D Liver Segmentation in CT Images
por: Wang, Xuehu, et al.
Publicado: (2021)

Sparse Coding and Counting for Robust Visual Tracking
por: Liu, Risheng, et al.
Publicado: (2016)

Neural correlates of sparse coding and dimensionality reduction
por: Beyeler, Michael, et al.
Publicado: (2019)

A weighted sparse coding model on product Grassmann manifold for video-based human gesture recognition
por: Wang, Yuping, et al.
Publicado: (2022)

Photoacoustic image improvement based on a combination of sparse coding and filtering
por: Najafzadeh, Ebrahim, et al.
Publicado: (2020)

Categorizing biomedicine images using novel image features and sparse coding representation
por: Sheng, Jianqiang, et al.
Publicado: (2013)

Groupyr: Sparse Group Lasso in Python
por: Richie-Halford, Adam, et al.
Publicado: (2021)

Efficient learning-based blur removal method based on sparse optimization for image restoration
por: Yang, Haoyuan, et al.
Publicado: (2020)

Population coding in sparsely connected networks of noisy neurons
por: Tripp, Bryan P., et al.
Publicado: (2012)

Surround suppression and sparse coding in visual and barrel cortices
por: Sachdev, Robert N. S., et al.
Publicado: (2012)

A Protocol Design Paradigm for Batched Sparse Codes
por: Yin, Hoover H. F., et al.
Publicado: (2020)

Fast Approximation for Sparse Coding with Applications to Object Recognition
por: Sun, Zhenzhen, et al.
Publicado: (2021)

MBG: Minimizer-based sparse de Bruijn Graph construction
por: Rautiainen, Mikko, et al.
Publicado: (2021)

Positive sparse coding of natural images: a theory for simple cell tuning
por: Barrett, David GT, et al.
Publicado: (2013)

Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework
por: Hashemi, Ali, et al.
Publicado: (2021)

Sparse Multicategory Generalized Distance Weighted Discrimination in Ultra-High Dimensions
por: Su, Tong, et al.
Publicado: (2020)

Dual-Branch Discrimination Network Using Multiple Sparse Priors for Image Deblurring
por: Li, Jialuo, et al.
Publicado: (2022)

Accurate prediction of major histocompatibility complex class II epitopes by sparse representation via ℓ (1)-minimization
por: Aguilar-Bonavides, Clemente, et al.
Publicado: (2014)

DOA Estimation Based on Weighted l(1)-norm Sparse Representation for Low SNR Scenarios
por: Zuo, Ming, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_08mhff2lgp7n6j6g8ubcmsapdt