Automated Multispectral Remote Sensing Image Registration Based ...

The proposed method first introduces the local self-similarity (LSS) feature, and builds the feature descriptors capturing the internal geometric layouts and ...

Data-Driven Multispectral Image Registration - IEEE Xplore

Multispectral imaging is widely used in remote sensing applications from UAVs and ground-based platforms. Multispectral cameras often use a physically ...

A local descriptor based registration method for multispectral remote ...

Image registration is a crucial step for remote sensing image processing. Automatic registration of multispectral remote sensing images could be challenging ...

AUTOMATED MULTI-SOURCE REMOTE SENSING IMAGE ...

Ye, Y., Xiong, L., and Shan, J.: AUTOMATED MULTI-SOURCE REMOTE SENSING IMAGE REGISTRATION BASED ON PHASE CONGRUENCY, Int. Arch. Photogramm. Remote Sens.

Automatic Image Registration Technique of Remote Sensing Images

Mahmudul and al. [7] proposed a method to improve SIFT- based matching for multispectral image registration. Fatiha and al. [8] presented an ...

Automatic registration of satellite images - IEEE Xplore

Abstract: Image registration is one of the basic image processing operations in remote sensing. ... registration algorithms into a rule-based artificial ...

Automatic registration of urban high-resolution remote sensing ...

The registration method based on image grayscale is very sensitive to grayscale, rotation, and deformation, but it is not conducive to automatic ...

(PDF) AUTOMATED MULTI-SOURCE REMOTE SENSING IMAGE ...

Finally, image registration is achieved by determining a projective transformation between the two images based on the final set of correspondences. The ...

[PDF] Multi-spectral remote sensing image registration via spatial ...

A method to improve SIFT-based matching by taking advantage of neighborhood information is proposed, which generates more correct matching points as the ...

UAV Remote Sensing Image Automatic Registration Based on Deep ...

For instance, convolutional neural networks are used to regress homography parameters for UAV multispectral image registration, and pyramid ...

Multi-source Remote Sensing Image Registration Based on ...

Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion · Huan Liu 1,2, , · Gen-Fu Xiao 3, , · Yun-Lan Tan 1,2, , ...

Remote Sensing Image Registration Methodology - ScienceDirect.com

In the first part of this paper, classical methods will be discussed which are mainly based on area based (Intensity based) approach and feature based approach.

Multi-source Remote Sensing Image Registration Based on ...

The proposed algorithm is evaluated on numerous multi-source remote sensor images with noise and illumination changes. Extensive experimental studies prove that ...

Remote sensing image automatic registration based on feature

Abstract. Aim at automatic registration of temporal images, multispectral images and multisensor optical images, a feature-based automatic image registration ...

Mutual information-based image registration for remote sensing data

In this Letter, we investigate an automated mutual information-based registration technique for remote sensing data.

Remote Sensing Image Registration Using Multiple Image Features

[19] developed a new AIR (Automatic image registration) method based on the combination of image segmentation and SIFT, and the method is complemented by a ...

AUTOMATED MULTI-SOURCE REMOTE SENSING IMAGE ...

AUTOMATED MULTI-SOURCE REMOTE SENSING IMAGE REGISTRATION. BASED ON PHASE CONGRUENCY. Yuanxin YEa, *, Lian XIONGa, Jie SHANab. aSchool of Remote Sensing and ...

A Coarse-to-Fine Approach for Remote-Sensing Image Registration ...

efficient automatic coarse-to-fine algorithm for multispectral remote sensing image registration is ... Yang, “Multi-spectral remote image registration based ...

Remote Sensing Image Registration Based on Improved KAZE and ...

Harding. Automatic image registration of multimodal remotely sensed data with global shearlet features. IEEE Transactions on Geoscience and ...

Multimodal Remote Sensing Image Registration Based on Image ...

The transfer algorithm based on a deep image analogy to the preprocessing of image registration eliminates the differences in multimodal remote sensing ...