ADAPTIVE FILTER USING FOR SATELLITE IMAGE RESTORATION: A REVIEW

Priya Lodhi , Prof. Silky Pareyani

KDF: extended Kernel diffeomorphism filter, RLS: Recursive least square, LMS: Least mean square, SNR: Signal to Noise Ratio, AWGN: Additive White Gaussian Noise

: Satellite images in course of capturing & transmitting are frequently degraded due to channel effects or uncertain conditions. These effects introduce different noise patterns such as, Additive White Gaussian Noise, Salt & Pepper Noise & Mixed Noise. Therefore, retrieved images are highly noise corrupted because image contents are more attenuated or amplified. selection of optimum image restoration & filtering technique depends to have knowledge about characteristics of degrading system & noise pattern in an image. In this thesis, Extended Recursive Least Square (ERLS) adaptive algorithm & kernel diffeomorphism filter (KDF) is used of image restoration from highly noise corrupted images. implementation of proposed methodology is being carried out by estimating noise patterns of wireless channel through configuring System Identification with ERLS adaptive algorithm. Then, these estimated noise patterns are eliminated by configuring Signal Enhancement with ERLS algorithm. restored images are functioned of further denoising & enhancement techniques.

Published Paper   E-Certificate

"ADAPTIVE FILTER USING FOR SATELLITE IMAGE RESTORATION: A REVIEW", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.3, Issue 11, page no.1 - 4, November-2018, Available :https://ijsdr.org/papers/IJSDR1811001.pdf

Volume 3 Issue 11, November-2018

Pages : 1 - 4

Paper Reg. ID: IJSDR_180758

Published Paper Id: IJSDR1811001

Downloads: 000347183

Research Area: Engineering

Country: jabalpur, MP, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1811001

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1811001

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

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