JOURNAL ARTICLE

Remote Sensing Image Fusion Based on Wavelet Transform

Shengzhong Zhang

Year: 2023 Journal:   Academic Journal of Computing & Information Science Vol: 6 (2)

Abstract

In this study, we propose an effective image fusion method which applies the Wavelet Transform algorithm to the remote sensing image fusion. The wavelet transform decomposes the original image into a series of frequency channels, so two images with distinct characteristics can be fused separately in multiple frequency domains. By applying the Wavelet Transform algorithm, we can get a better effect than other traditional fusion algorithms such as IHS (Intensity, Hue, and Saturation).

Keywords:
Image fusion Wavelet transform Artificial intelligence Stationary wavelet transform Wavelet packet decomposition Wavelet Computer vision Discrete wavelet transform Second-generation wavelet transform Pattern recognition (psychology) Computer science Harmonic wavelet transform Fusion Lifting scheme Image (mathematics) Mathematics

Metrics

3
Cited By
0.65
FWCI (Field Weighted Citation Impact)
1
Refs
0.67
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology
Remote Sensing and Land Use
Physical Sciences →  Earth and Planetary Sciences →  Atmospheric Science
Advanced Measurement and Detection Methods
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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