Medical Image Registration using a Graph Theoretic Method

Name: Medical Image Registration using a Graph Theoretic Method
Brand: Scholars' Press
SKU: 9783639766363
Price: 26769 HUF
Availability: InStock

Szerző: Al-Hasan Muhannad

Nyelv:

Kötés: Puha kötésű

Kiadó: Scholars' Press

Elérhetőség: Beszállítói készleten

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

Információk a könyvről

Szerző

Al-Hasan Muhannad

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2015

oldal

208

EAN

9783639766363

ISBN

3639766369

Enbook ID

09497128

Kiadó

Scholars' Press

Súly

313

Méretek

152 x 229 x 12

Teljes leírás

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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Medical Image Registration using a Graph Theoretic Method

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