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Dense feature matching method based on ASIFT


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  • Product Description

The dense matching method based on ASIFT is an efficient method for establishing correspondence between arbitrarily-selected points within two widely-separated views. Its main strength is that it is capable of finding a correspondence, even for pixels, within an area with certain uniform properties, such as similar colours and/or textures. The basic version of this method during its segmentation step presupposes that the segmented regions meet a coplanarity criterion, which is an unattainable requirement for the majority of segmentation methods. Therefore in the upgraded version of this method we have introduced a step for the adaptive adjustment of obtained segmentation results. This step is based on a 3D reconstruction of the initial corresponding points and a search for the minimal number of planes within the 3D space to which these points belong. The dense matching method based on ASIFT can establish correspondence in general situations. The only requirement is that the observed objects should have planar surfaces. Method accuracy was proven by experiments on images acquired from different construction sites and other residential buildings.

Product Specifications
SKU :COC59420
AuthorPeter Podbreznik and Božidar Poto?nik
Number of Pages64
Publishing Year03.01.2014
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-08-05 00:00:00
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