Medical Image Registration using a Graph Theoretic Method

Name: Medical Image Registration using a Graph Theoretic Method
Brand: Scholars' Press
SKU: 9783639766363
Price: 292.45 PLN
Availability: InStock

Autor: Al-Hasan Muhannad

Język:

Oprawa: Miękka

Wydawca: Scholars' Press

Dostępność: Dostępna u dostawcy

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Image registration is an important problem for image processing and computer vision with many applic...

Informacje o książce

Autor

Al-Hasan Muhannad

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2015

strony

208

EAN

9783639766363

ISBN

3639766369

Enbook ID

09497128

Wydawca

Scholars' Press

Waga

313

Wymiary

152 x 229 x 12

Pełny opis

Image registration is an important problem for image processing and computer vision with many applications. IR techniques attempt to map corresponding features between two images. The problem is particularly difficult in medical image analysis as anatomy may be subject to elastic deformation. This research considers this problem in the context of graph matching. Firstly, weighted Region Adjacency Graphs (RAGs) are constructed from each image using an approach based on the morphological watershed. Over-segmentation problems arising from the watershed technique are solved by revisiting the concept of watershed saliency based on a graph of the mosaic image. Secondly, The vertices of the RAG represent salient regions in the image and the (weighted) edges represent the relationship (bonding) between each region. Correspondences between images are then determined using a weighted graph matching method. Finally, Graph matching is considered one of the most complex problems in computer science, due to its combinatorial nature.

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