Multi-Scale Image Processing

This research area addresses techniques that operate at multiple scales for image processing, focusing on fusion methods and representation frameworks. It leverages mathematical transformations to enhance image features.

multi-scale processing
image fusion
signal processing
transform techniques
sparse representation

5,650 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

1960197019801990200020102020

Top Papers

Discrete Cosine Transform

1974 · 3,197 citations

Splines: A Perfect Fit For Signal And Image Processing

1999 · 1,177 citations

A General Framework For Image Fusion Based On Multi-Scale Transform And Sparse Representation

2015 · 1,111 citations

Kernel Regression For Image Processing And Reconstruction

2007 · 1,063 citations

A Unified Treatment Of Some Iterative Algorithms In Signal Processing And Image Reconstruction

2003 · 955 citations

Algorithms For Finding Global Minimizers Of Image Segmentation And Denoising Models

2006 · 797 citations

Image Decomposition Via The Combination Of Sparse Representations And A Variational Approach

2005 · 746 citations

Pixel- And Region-Based Image Fusion With Complex Wavelets

2007 · 696 citations

Progressive Switching Median Filter For The Removal Of Impulse Noise From Highly Corrupted Images

1999 · 633 citations

Group-Based Sparse Representation For Image Restoration

2014 · 603 citations

An Efficient Local Chan–Vese Model For Image Segmentation

2010 · 544 citations

Using Free Energy Principle For Blind Image Quality Assessment

2015 · 520 citations

Image Analysis By Krawtchouk Moments

2003 · 514 citations

The Finite Ridgelet Transform For Image Representation

2003 · 513 citations

On The Role Of Sparse And Redundant Representations In Image Processing

2010 · 513 citations

Hypercomplex Fourier Transforms Of Color Images

2007 · 473 citations

Fractional-Order Anisotropic Diffusion For Image Denoising

2007 · 458 citations

Amplitude Spectra Of Natural Images

2007 · 420 citations

Face Detection Using Quantized Skin Color Regions Merging And Wavelet Packet Analysis

1999 · 412 citations

Image Thresholding Using Tsallis Entropy

2004 · 399 citations