|
|
| (One intermediate revision by the same user not shown) |
| Line 1: |
Line 1: |
| OpenAlex: !!python/object/new:pyalex.api.Topic
| | { |
| dictitems: | | "OpenAlex": { |
| cited_by_count: 1179926 | | "display_name": "Image Denoising Techniques and Algorithms", |
| created_date: '2024-01-23'
| | "description": "This cluster of papers encompasses a wide range of techniques and algorithms for image denoising, including sparse representations, wavelet transform, deep learning with convolutional neural networks, non-local means, and methods specific to handling different types of noise such as Gaussian, Poisson, and salt-and-pepper noise. The applications also extend to hyperspectral imaging and the use of anisotropic diffusion for speckle reduction.", |
| description: This cluster of papers encompasses a wide range of techniques and | | "keywords": [ |
| algorithms for image denoising, including sparse representations, wavelet transform,
| | "Image Denoising", |
| deep learning with convolutional neural networks, non-local means, and methods
| | "Sparse Representations", |
| specific to handling different types of noise such as Gaussian, Poisson, and
| | "Wavelet Transform", |
| salt-and-pepper noise. The applications also extend to hyperspectral imaging
| | "Deep Learning", |
| and the use of anisotropic diffusion for speckle reduction.
| | "Non-Local Means", |
| display_name: Image Denoising Techniques and Algorithms | | "Hyperspectral Imaging", |
| domain:
| | "Gaussian Noise", |
| display_name: Physical Sciences
| | "Anisotropic Diffusion", |
| id: https://openalex.org/domains/3
| | "Poisson Noise", |
| field:
| | "Convolutional Neural Networks" |
| display_name: Computer Science
| | ], |
| id: https://openalex.org/fields/17
| | "ids": { |
| id: https://openalex.org/T10688
| | "openalex": "https://openalex.org/T10688", |
| ids:
| | "wikipedia": "https://en.wikipedia.org/wiki/Denoising" |
| openalex: https://openalex.org/T10688 | | }, |
| wikipedia: https://en.wikipedia.org/wiki/Denoising
| | "subfield": { |
| keywords:
| | "id": "https://openalex.org/subfields/1707", |
| - Image Denoising
| | "display_name": "Computer Vision and Pattern Recognition" |
| - Sparse Representations
| | }, |
| - Wavelet Transform
| | "field": { |
| - Deep Learning
| | "id": "https://openalex.org/fields/17", |
| - Non-Local Means
| | "display_name": "Computer Science" |
| - Hyperspectral Imaging
| | }, |
| - Gaussian Noise
| | "domain": { |
| - Anisotropic Diffusion
| | "id": "https://openalex.org/domains/3", |
| - Poisson Noise
| | "display_name": "Physical Sciences" |
| - Convolutional Neural Networks
| | }, |
| siblings: | | "updated_date": "2024-08-12T05:17:04.922975", |
| - display_name: Activity Recognition in Pervasive Computing Environments | | "created_date": "2024-01-23", |
| id: https://openalex.org/T10444 | | "type": "topic", |
| - display_name: Augmented Reality and its Applications
| | "oa_id": "T10688", |
| id: https://openalex.org/T10888
| | "id": "https://openalex.org/T10688" |
| - display_name: Automated Analysis of Blood Cell Images
| | } |
| id: https://openalex.org/T12874 | | } |
| - display_name: Automated Currency Recognition and Authentication
| |
| id: https://openalex.org/T14319
| |
| - display_name: Automated Reconstruction of Fragmented Objects
| |
| id: https://openalex.org/T14339
| |
| - display_name: Automatic Video Summarization and Analysis | |
| id: https://openalex.org/T11439
| |
| - display_name: Chaos-based Image Encryption Techniques | |
| id: https://openalex.org/T11017 | |
| - display_name: Computational Modeling of Visual Saliency Detection
| |
| id: https://openalex.org/T11605
| |
| - display_name: Connected Component Labeling Algorithms
| |
| id: https://openalex.org/T12923 | |
| - display_name: Deep Learning in Computer Vision and Image Recognition
| |
| id: https://openalex.org/T10036
| |
| - display_name: Digital Image Correlation Techniques | |
| id: https://openalex.org/T10638
| |
| - display_name: Digital Image Forgery Detection and Identification | |
| id: https://openalex.org/T12357 | |
| - display_name: Digital Image Watermarking Techniques
| |
| id: https://openalex.org/T10388
| |
| - display_name: Digital Video Stabilization Techniques
| |
| id: https://openalex.org/T13579 | |
| - display_name: Face Recognition and Analysis Techniques
| |
| id: https://openalex.org/T11448
| |
| - display_name: Face Recognition and Dimensionality Reduction Techniques | |
| id: https://openalex.org/T10057
| |
| - display_name: Generative Adversarial Networks in Image Processing | |
| id: https://openalex.org/T10775 | |
| - display_name: Graph Matching and Analysis Techniques
| |
| id: https://openalex.org/T12292
| |
| - display_name: Handwriting Recognition and Text Detection
| |
| id: https://openalex.org/T10601 | |
| - display_name: Human Action Recognition and Pose Estimation
| |
| id: https://openalex.org/T10812
| |
| - display_name: Image Compression Techniques and Standards | |
| id: https://openalex.org/T10901
| |
| - display_name: Image Enhancement Techniques | |
| id: https://openalex.org/T11019
| |
| - display_name: Image Feature Retrieval and Recognition Techniques
| |
| id: https://openalex.org/T10627
| |
| - display_name: Image Quality Assessment in Multimedia Content
| |
| id: https://openalex.org/T11165
| |
| - display_name: Image Segmentation Techniques | |
| id: https://openalex.org/T10052
| |
| - display_name: Information Visualization and Visual Data Mining
| |
| id: https://openalex.org/T10799
| |
| - display_name: Interactive Evolutionary Music Systems and Instruments
| |
| id: https://openalex.org/T11349
| |
| - display_name: Robust Line and Curve Detection using Hough Transform | |
| id: https://openalex.org/T12549
| |
| - display_name: Sampling-Based Motion Planning Algorithms | |
| id: https://openalex.org/T10586
| |
| - display_name: Shape Matching and Object Recognition | |
| id: https://openalex.org/T10824
| |
| - display_name: Single Image Super-Resolution Techniques
| |
| id: https://openalex.org/T11105
| |
| - display_name: Stereo Vision and Depth Estimation
| |
| id: https://openalex.org/T10531
| |
| - display_name: Visual Object Tracking and Person Re-identification
| |
| id: https://openalex.org/T10331
| |
| - display_name: Visual Question Answering in Images and Videos
| |
| id: https://openalex.org/T11714
| |
| subfield:
| |
| display_name: Computer Vision and Pattern Recognition
| |
| id: https://openalex.org/subfields/1707
| |
| updated_date: '2024-05-20T05:17:37.944556'
| |
| works_count: 79093
| |
{
"OpenAlex": {
"display_name": "Image Denoising Techniques and Algorithms",
"description": "This cluster of papers encompasses a wide range of techniques and algorithms for image denoising, including sparse representations, wavelet transform, deep learning with convolutional neural networks, non-local means, and methods specific to handling different types of noise such as Gaussian, Poisson, and salt-and-pepper noise. The applications also extend to hyperspectral imaging and the use of anisotropic diffusion for speckle reduction.",
"keywords": [
"Image Denoising",
"Sparse Representations",
"Wavelet Transform",
"Deep Learning",
"Non-Local Means",
"Hyperspectral Imaging",
"Gaussian Noise",
"Anisotropic Diffusion",
"Poisson Noise",
"Convolutional Neural Networks"
],
"ids": {
"openalex": "https://openalex.org/T10688",
"wikipedia": "https://en.wikipedia.org/wiki/Denoising"
},
"subfield": {
"id": "https://openalex.org/subfields/1707",
"display_name": "Computer Vision and Pattern Recognition"
},
"field": {
"id": "https://openalex.org/fields/17",
"display_name": "Computer Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
},
"updated_date": "2024-08-12T05:17:04.922975",
"created_date": "2024-01-23",
"type": "topic",
"oa_id": "T10688",
"id": "https://openalex.org/T10688"
}
}
