Image Fusion and Restoration Techniques

Research in this cluster focuses on image fusion techniques combining multiple sources, as well as restoration methods to enhance image quality. It includes recent advancements in memory networks for restoration.

image fusion
memory networks
image restoration
multisource integration
quality enhancement

3,108 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

1960197019801990200020102020

Top Papers

MemNet: A Persistent Memory Network For Image Restoration

2017 · 1,264 citations

Pixel-level Image Fusion: A Survey Of The State Of The Art

2017 · 967 citations

Infrared And Visible Image Fusion Via Decoupling Network

2022 · 649 citations

Computer-Vision-Based Fabric Defect Detection: A Survey

2008 · 534 citations

A Statistical And Geometrical Edge Detector For SAR Images

1988 · 527 citations

Color Enhancement Of Highly Correlated Images. II. Channel Ratio And “Chromaticity” Transformation Techniques

1987 · 526 citations

A New Efficient Approach For The Removal Of Impulse Noise From Highly Corrupted Images

1996 · 444 citations

Enhanced Image Capture Through Fusion

0 · 439 citations

LightenNet: A Convolutional Neural Network For Weakly Illuminated Image Enhancement

2018 · 344 citations

Image Restoration Using A Neural Network

1988 · 327 citations

An Analysis Of Histogram-Based Thresholding Algorithms

1993 · 289 citations

A Multi-Frame Image Super-Resolution Method

2010 · 232 citations

An Optimal Linear Operator For Step Edge Detection

1992 · 228 citations

Automatic Fabric Defect Detection With A Multi-Scale Convolutional Denoising Autoencoder Network Model

2018 · 224 citations

An Evaluation Of Digital Image Correlation Criteria For Strain Mapping Applications

2005 · 223 citations

Image Fusion Techniques: A Survey

2021 · 221 citations

Pixel Convolutional Neural Network For Multi-Focus Image Fusion

2018 · 221 citations

Pixel Level Fusion Techniques For SAR And Optical Images: A Review

2020 · 202 citations

The TNO Multiband Image Data Collection

2017 · 201 citations

Multi-focus Image Fusion Using PCNN

2010 · 192 citations