Noise Removal Techniques in Imaging

This cluster focuses on methods for noise removal in images, including advanced algorithms and their applications in preserving detail. The research explores a variety of noise types and reduction effectiveness.

noise removal
image processing
detection algorithms
detail preservation
image clarity

9,034 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

1960197019801990200020102020

Top Papers

Nonlinear Total Variation Based Noise Removal Algorithms

1992 · 11,429 citations

Salt-and-pepper Noise Removal By Median-Type Noise Detectors And Detail-Preserving Regularization

2005 · 780 citations

Phase Retrieval From The Magnitude Of The Fourier Transforms Of Nonperiodic Objects

1998 · 572 citations

A Nonlocal SAR Image Denoising Algorithm Based On LLMMSE Wavelet Shrinkage

2012 · 569 citations

Phase-based Video Motion Processing

2013 · 550 citations

Signal Enhancement-A Composite Property Mapping Algorithm

1988 · 537 citations

Adaptive Impulse Detection Using Center-Weighted Median Filters

2001 · 535 citations

Adaptive Deblocking Filter

2003 · 517 citations

A Perceptually Tuned Subband Image Coder Based On The Measure Of Just-Noticeable-Distortion Profile

1995 · 503 citations

A High-Quality Denoising Dataset For Smartphone Cameras

2018 · 489 citations

A Universal Noise Removal Algorithm With An Impulse Detector

2005 · 473 citations

Tri-state Median Filter For Image Denoising

1999 · 456 citations

Low-Complexity Features For JPEG Steganalysis Using Undecimated DCT

2015 · 341 citations

Single-Image Noise Level Estimation For Blind Denoising

2013 · 331 citations

Is Denoising Dead?

2010 · 326 citations

SAR Speckle Reduction Using Wavelet Denoising And Markov Random Field Modeling

2002 · 311 citations

SAR Image Despeckling Using A Convolutional Neural Network

2017 · 309 citations

Estimating The Probability Of The Presence Of A Signal Of Interest In Multiresolution Single- And Multiband Image Denoising

2006 · 296 citations

Noise Adaptive Fuzzy Switching Median Filter For Salt-and-Pepper Noise Reduction

2010 · 289 citations

Lapped Transforms For Efficient Transform/Subband Coding

1990 · 289 citations