JOURNAL ARTICLE

<title>Image restoration involving connectedness</title>

Simon MasnouJean‐Michel Morel

Year: 1998 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3346 Pages: 84-95   Publisher: SPIE

Abstract

Two local adaptive nonlinear filters for image denoising are described and compared to other methods. The first one is a median filter computed over a connected neighborhood that fits the local conformation of level lines. The second one deals with the size of grains in image. Both filters depend on a single parameter, the area A, are morphological more than other classic morphological filters to denoise while preserving image structures. They are particularly designed for automation.

Keywords:
Social connectedness Filter (signal processing) Artificial intelligence Noise reduction Image (mathematics) Computer vision Automation Image restoration Image denoising Nonlinear system Computer science Mathematics Image processing Pattern recognition (psychology) Engineering Physics

Metrics

12
Cited By
1.91
FWCI (Field Weighted Citation Impact)
0
Refs
0.85
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology

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