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Boosting Structure Consistency for Multispectral and Multimodal Image Registration
IEEE Transactions on Image Processing, 2020Multispectral imaging plays a vital role in the area of computer vision and computational photography. As spectral band images can be misaligned due to imaging device movement or alternation, image registration is necessary to avoid spectral information ...
Sixi Cao +3 more
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Image registration by compression
Information Sciences, 2010Abstract Image registration consists in finding the transformation that brings one image into the best possible spatial correspondence with another image. In this paper, we present a new framework for image registration based on compression. The basic idea underlying our approach is the conjecture that two images are correctly registered when we can ...
Mateu Sbert +3 more
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An overview of deep learning methods for image registration with focus on feature-based approaches
International Journal of Image and Data Fusion, 2020Image registration is an essential pre-processing step for several computer vision problems like image reconstruction and image fusion. In this paper, we present a review on image registration approaches using deep learning.
Kavitha Kuppala +2 more
semanticscholar +1 more source
Multiresolution image registration
Proceedings., International Conference on Image Processing, 2002The paper describes an automatic registration procedure based on a multiresolution analysis of images. The approach is quite general and can be applied to a large variety of images. Furthermore the algorithm is very robust and can effectively cope with a considerable range of transformations, since the registration is obtained iteratively at different ...
G. Nicchiotti, M. Corvi
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Registration of ultrasound images
SPIE Proceedings, 1999In many surgical procedures, ultrasound is used for real- time visualization in order to minimize invasion of healthy tissue. Unfortunately, the exact location of soft tissues and the composition of tissues of interest may be difficult to determine using ultrasound. In interactive image guided surgery (IIGS), the display of present surgical position on
Ryan A. Beasley +4 more
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Guided Locality Preserving Feature Matching for Remote Sensing Image Registration
IEEE Transactions on Geoscience and Remote Sensing, 2018Feature matching, which refers to establishing reliable correspondences between two sets of feature points, is a critical prerequisite in feature-based image registration. This paper proposes a simple yet surprisingly effective approach, termed as guided
Jiayi Ma +4 more
semanticscholar +1 more source
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019
Fourier-based image correlation is a powerful area-based image registration technique, which involves aligning images based on a translation model or similarity model by means of the image information and operation in the frequency domain.
X. Tong +10 more
semanticscholar +1 more source
Fourier-based image correlation is a powerful area-based image registration technique, which involves aligning images based on a translation model or similarity model by means of the image information and operation in the frequency domain.
X. Tong +10 more
semanticscholar +1 more source
On Image Registration in Magnetic Resonance Imaging
2008 International Conference on BioMedical Engineering and Informatics, 2008Image registration is used in many fields for mapping one image to another. In magnetic resonance imaging (MRI) applications, one of the main uses is for correction of motion- induced artifacts so that subsequent image analysis would be more reliable.
Qiu, P., Nguyen, T.
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2011
In this chapter, we cover the necessary background information required to understand medical image registration, the basic tools required to implement registration algorithms, and demonstrate a complete application for various types of registration between different modalities using freely available and maintained software.
Terry M. Peters, Usaf E. Aladl
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In this chapter, we cover the necessary background information required to understand medical image registration, the basic tools required to implement registration algorithms, and demonstrate a complete application for various types of registration between different modalities using freely available and maintained software.
Terry M. Peters, Usaf E. Aladl
openaire +2 more sources