Remote sensing image classification: A comprehensive review and applications

M Mehmood, A Shahzad, B Zafar… - Mathematical …, 2022 - Wiley Online Library
… available image benchmarks for remote sensing image analysis … to the existing trends in
remote sensing image classification and … Image processing and analysis is an emerging field of …

Remote sensing image registration using multiple image features

K Yang, A Pan, Y Yang, S Zhang, SH Ong, H Tang - Remote Sensing, 2017 - mdpi.com
remote sensing images taken from different viewpoint. As a basic technology in the field of
remote sensing image processing… Existing remote sensing image registration methods can be …

Remote sensing image classification

D Lu, Q Weng, E Moran, G Li… - … Remote Sensing …, 2011 - api.taylorfrancis.com
… of original images to see any remote sensing system–induced radiometric errors is necessary
before the data are used for further processing Accurate geometric rectification or image

[PDF][PDF] Improving remote sensing image analysis through fuzzy information representation

F Wang - Photogrammetric engineering and remote sensing, 1990 - asprs.org
remote sensing image analysis lies in the loss of spectral information during the process of
image … In this research, information loss in the image classification process is explored. A …

A deep learning framework for remote sensing image registration

S Wang, D Quan, X Liang, M Ning, Y Guo… - … and Remote Sensing, 2018 - Elsevier
… of remote sensing images for training, our proposal introduces a self-learning by learning
the mapping function using images and … image processing, which will directly influence the …

Wavelet-based image registration technique for high-resolution remote sensing images

G Hong, Y Zhang - Computers & Geosciences, 2008 - Elsevier
image processing procedure in remote sensing and has been studied by remote sensing
image processing … automatic image registration method, and most existing image registration …

Remote sensing image fusion using the curvelet transform

F Nencini, A Garzelli, S Baronti, L Alparone - Information fusion, 2007 - Elsevier
… In recent years, nonseparable MRA has been proposed for image processing. In particular,
the curvelet transform, originally proposed for image denoising [14], has been found to be an …

Vision transformers for remote sensing image classification

Y Bazi, L Bashmal, MMA Rahhal, RA Dayil, NA Ajlan - Remote Sensing, 2021 - mdpi.com
In this paper, we propose a remote-sensing scene-classification method based on vision
transformers. These types of networks, which are now recognized as state-of-the-art models in …

Remote sensing image stripe noise removal: From image decomposition perspective

Y Chang, L Yan, T Wu, S Zhong - … and Remote Sensing, 2016 - ieeexplore.ieee.org
… problem in remote sensing image processing that holds significant practical importance
for subsequent applications. These variational destriping methods have obtained impressive …

An automatic image registration for applications in remote sensing

Y Bentoutou, N Taleb, K Kpalma… - … and remote sensing, 2005 - ieeexplore.ieee.org
… as one of the most stable and robust corner detectors in image processing. The basic idea
is to use the autocorrelation function in order to determine locations where the signal changes …