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A Method for Automatic accurate Image Registration and translation: A Method for Automatic accurate Image Registration Through Histogram-Based Image Segmentation and Translation - Couverture souple

Chithaluru, Premkumar; M. L., Kalicharan

 
9783659443213: A Method for Automatic accurate Image Registration and translation: A Method for Automatic accurate Image Registration Through Histogram-Based Image Segmentation and Translation
Couverture souple
ISBN 10 : 3659443212 ISBN 13 : 9783659443213
Editeur : LAP LAMBERT Academic Publishing, 2013

Synopsis

Automatic image registration is still present challenge in several fields like computer vision and remote sensing applications. Image registration is the process of transforming different sets of data into one coordinate system. In this paper, we propose a method for Automatic accurate Image Registration through Histogram-Based Image Segmentation and translation (delineation) using Wiener filtering which allows for a more detailed histogram-based segmentation, rather than the traditional methods, and consequently to an accurate image registration. Proposed system is able to estimate the rotation and/or translation between two images— which may be multitemporal or multisensor—with small differences in the spectral content. The first dataset consists in a photograph and a rotated and shifted version of the same photograph, with different levels of added noise. This allows for the registration of pairs of images with differences in rotation and translation. Various applications of image registration are target recognition, monitoring global land usage using satellite images, matching stereo images to recover shape for navigation, and aligning images from different medical modalities

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Présentation de l'éditeur

Automatic image registration is still present challenge in several fields like computer vision and remote sensing applications. Image registration is the process of transforming different sets of data into one coordinate system. In this paper, we propose a method for Automatic accurate Image Registration through Histogram-Based Image Segmentation and translation (delineation) using Wiener filtering which allows for a more detailed histogram-based segmentation, rather than the traditional methods, and consequently to an accurate image registration. Proposed system is able to estimate the rotation and/or translation between two images— which may be multitemporal or multisensor—with small differences in the spectral content. The first dataset consists in a photograph and a rotated and shifted version of the same photograph, with different levels of added noise. This allows for the registration of pairs of images with differences in rotation and translation. Various applications of image registration are target recognition, monitoring global land usage using satellite images, matching stereo images to recover shape for navigation, and aligning images from different medical modalities

Biographie de l'auteur

Premkumar Ch,M.Tech project

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659443212
ISBN 13 
9783659443213
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
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