Remote Sensing Image Fusion Based on Wavelet Transform

نویسندگان

چکیده

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

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Remote Sensing Image Fusion Using Ica and Optimized Wavelet Transform

In remote-sensing image processing, fusion (pan-sharpening) is a process of merging high-resolution panchromatic and lower resolution multispectral (MS) imagery to create a single high-resolution color image. Many methods exist to produce data fusion results with the best possible spatial and spectral characteristics, and a number have been commercially implemented. However, the pan-sharpening ...

متن کامل

Registration of Remote Sensing Image Data Based on Wavelet Transform

A registration method of remotely sensed image data which is base on the wavelet transform is proposed. The shape information of the regions in the images is analyzed by the Haar and Daubechies’wavelets. Comparing the coefficients of the wavelets and minimizing the mean square error (MSE) which is defined by the coefficients, the regions are matched and the images are registered. Affine transfo...

متن کامل

Wavelet Transform based Image Interpolation for Remote Sensing Image

In this paper, a new wavelet based image interpolation algorithm is proposed for remote sensing images. Remote sensing images include many mid and high frequency elements such as aerial and satellite photograph images. These frequency elements contain important information. Because conventional interpolation techniques have blurring or blocking effects, the quality of interpolated remote sensin...

متن کامل

Medical Image Fusion Based on Wavelet Transform

The objective of Image fusion is to combine information from multiple images of the same scene in to a single image retaining the important and required features from each of the original image. Nowadays, with the rapid development in high-technology and modern instrumentations, medical imaging has become a vital component of a large number of applications, including diagnosis, research, and tr...

متن کامل

Multisource Image Fusion Based on Wavelet Transform

This paper clarifies the concepts and relationship between image fusion rules and operators based on wavelet transform. According to wavelet decomposition characteristic, a new strategy of calculating spatial frequency is put forward. Fusion experiments are performed on QuickBird panchromatic (PAN)and multispectral (MS) images based on orthogonal and biorthogonal wavelet, in which a method of c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Academic journal of computing & information science

سال: 2023

ISSN: ['2616-5775']

DOI: https://doi.org/10.25236/ajcis.2023.060201