Sparse Representation for Color Image Restoration

Cited by (1,000)

Items 401–500 of 1,000

1. A linear subspace learning approach via sparse coding
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2. Dynamic dictionary optimization for sparse-representation-based face classification using local difference images
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3. Nonconvex Regularization-Based Sparse Recovery and Demixing With Application to Color Image Inpainting
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4. Occluded offline handwritten Chinese character recognition using deep convolutional generative adversarial network and improved GoogLeNet
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5. Noisy Matrix Completion Under Sparse Factor Models
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6. Separable Markov Random Field Model and Its Applications in Low Level Vision
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7. Color Sparse Representations for Image Processing: Review, Models, and Prospects
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8. Denoising by low-rank and sparse representations
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9. Collaborative text categorization via exploiting sparse coefficients
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10. Few‐view CT reconstruction with group‐sparsity regularization
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11. DeepLSR: a deep learning approach for laser speckle reduction
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12. Denoising of magnetotelluric data using K‐SVD dictionary training
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13. OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution
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14. Bilinear discriminative dictionary learning for face recognition
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15. The Nature-Inspired BASIS Feature Descriptor for UAV Imagery and Its Hardware Implementation
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16. ResDNN: deep residual learning for natural image denoising
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17. A sparse representation-based method for infrared dim target detection under sea–sky background
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18. Learning adapted dictionaries for geometry and texture separation
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19. Compressive Framework for Demosaicing of Natural Images
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20. Framelet-Based Sparse Unmixing of Hyperspectral Images
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21. Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral–Spatial Total Variation Model
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22. Cost-sensitive dictionary learning for face recognition
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23. Bayesian K-SVD Using Fast Variational Inference
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24. An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation
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25. Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements
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26. Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation
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27. Spatially Adaptive Image Denoising via Enhanced Noise Detection Method for Grayscale and Color Images
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28. Cardinality Minimization, Constraints, and Regularization: A Survey
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29. Learning Low-Dimensional Signal Models
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30. Identity Preserving Face Completion for Large Ocular Region Occlusion
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31. CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis
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32. Fast and robust face recognition via coding residual map learning based adaptive masking
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33. Weighted tensor nuclear norm minimization for color image denoising
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34. Improved sparse representation method for image classification
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35. Mixed Noise Removal via Robust Constrained Sparse Representation
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36. Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours
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37. Data-driven full-field vibration response estimation from limited measurements in real-time using dictionary learning and compressive sensing
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38. A novel approach for enhancing very dark image sequences
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39. Missing Intensity Interpolation Using a Kernel PCA-Based POCS Algorithm and its Applications
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40. Learning a structure adaptive dictionary for sparse representation based classification
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41. Change-Detection Map Learning Using Matching Pursuit
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42. Color-Line Regularization for Color Artifact Removal
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43. Sparse representation based infrared small target detection via an online-learned double sparse background dictionary
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44. Covariance based point cloud descriptors for object detection and recognition
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45. Supervised Dictionary Learning and Sparse Representation-A Review
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46. Sparse neighbor representation for classification
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47. Screen content image segmentation using sparse-smooth decomposition
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48. Semi-Supervised Dictionary Learning via Structural Sparse Preserving
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49. Multivector Sparse Representation for Multispectral Images Using Geometric Algebra
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50. Sparse representation-based image quality assessment
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51. CAPPA: Continuous-Time Accelerated Proximal Point Algorithm for Sparse Recovery
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52. Noise Robust Generative Adversarial Networks
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53. Image colorization using sparse representation
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54. Structured Low-Rank Matrix Factorization for Point-Cloud Denoising
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55. Divide, Denoise, and Defend against Adversarial Attacks
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56. Deep Variational Network Toward Blind Image Restoration
    Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang A, Deyu Meng, Kenneth K. Wong · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
57. Color image demosaicking using inter-channel correlation and nonlocal self-similarity
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58. Sparse Texture Active Contour
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59. Image denoising using NL-means via smooth patch ordering
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60. Pairwise Operator Learning for Patch-Based Single-Image Super-Resolution
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61. An IHS-Based Pan-Sharpening Method for Spectral Fidelity Improvement Using Ripplet Transform and Compressed Sensing
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62. Model-Based Optoacoustic Tomography Image Reconstruction With Non-local and Sparsity Regularizations
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63. From group sparse coding to rank minimization: A novel denoising model for low-level image restoration
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64. MRI Preprocessing
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65. Compressive Image Reconstruction in Reduced Union of Subspaces
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66. An efficient framework for image/video inpainting
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67. A computer vision-based system for monitoring Vojta therapy
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68. Deep convolutional architecture for natural image denoising
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69. Dictionary learning-based reverberation removal enables depth-resolved photoacoustic microscopy of cortical microvasculature in the mouse brain
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70. Improving Face Sketch Recognition via Adversarial Sketch-Photo Transformation
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71. Deep Spatial Adaptive Network for Real Image Demosaicing
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72. All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation
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74. VLSI Implementation of an Adaptive Edge-Enhanced Color Interpolation Processor for Real-Time Video Applications
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75. A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration
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76. Unsupervised Band Selection of Hyperspectral Images via Multi-Dictionary Sparse Representation
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77. Universal priors for sparse modeling
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78. Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection
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79. Robust brain parcellation using sparse representation on resting-state fMRI
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80. Mixed noise removal by weighted low rank model
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81. Improved sparse representation with low-rank representation for robust face recognition
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82. Multimodal Learning toward Micro-Video Understanding
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83. Color Image Restoration Exploiting Inter-Channel Correlation With a 3-Stage CNN
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84. Modulation Recognition of Radar Signals Based on Adaptive Singular Value Reconstruction and Deep Residual Learning
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85. Continuous Health Monitoring of Bearing by Oscillatory Sparsity Indices Under Non Stationary Time Varying Speed Condition
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86. Color Image Denoising via Discriminatively Learned Iterative Shrinkage
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87. Joint-Structured-Sparsity-Based Classification for Multiple-Measurement Transient Acoustic Signals
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88. Example-Driven Manifold Priors for Image Deconvolution
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89. Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
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90. A resolution independent neural operator
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91. Multiple graph regularized sparse coding and multiple hypergraph regularized sparse coding for image representation
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92. Resolution enhancement of textual images: a survey of single image‐based methods
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93. Image Completion by Diffusion Maps and Spectral Relaxation
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94. Geometry-Based Demosaicking
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95. Quaternion-based sparse representation of color image
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96. Antialiasing recovery
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97. Sparse Coding and Dictionary Learning with Linear Dynamical Systems
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98. Large-scale image retrieval with Sparse Embedded Hashing
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99. Adversarial Gaussian Denoiser for Multiple-Level Image Denoising
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100. Mechanical Performance and Visual Fracture Warning Function of Mechanochromic Stimuli-Recovery Polymer Networks
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