Curved Projection Reformation

夜听残荷

Last update: Sep 11, 2022

Related tags

Deep Learning Curved-Projection-Reformation-CPR-

Overview

Description

Assuming that we already know the image of the centerline, we want the lumen to be displayed on a plane, which requires curved projection reformation(CPR).The figure below is a common coronary centerline display in the paper.

Function introduction

The center line is a representation of a series of points.

You can call the function cpr(img_name, center_line_name) directly, where img_name represents the path of the image and center_line_name represents the path of the centerline point. The former supports .nii.gz and .mha files. The latter only supports .npy files.

The center line is represented by a 3D image.

You need to first convert the centerline image into a series of sequential points. Here provides a minimum path method for continuous centerline extraction, which is called find_point_list(thin_label_name, start, end), where thin_label_name is the path of 3D image, start is the coordinates of the starting point of the center line and end is the coordinates of the ending point of the center line.This function will save the center line as an .npy file.

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Comments

Hello! I would like to ask how to generate multi-view CPR images

Hello! I would like to ask how to generate multi-view CPR images. I need to change which parameters in the CPR.py code to achieve the generation of CPR images from different perspectives. Thanks a lot!

opened by Yuri-delta 2

Curved Projection Reformation

Related tags

Overview

Description

Function introduction

The center line is a representation of a series of points.

The center line is represented by a 3D image.

You might also like...

Hierarchical Uniform Manifold Approximation and Projection

Implementation of "Bidirectional Projection Network for Cross Dimension Scene Understanding" CVPR 2021 (Oral)

Code for paper "Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking"

my graduation project is about live human face augmentation by projection mapping by using CNN

Using NumPy to solve the equations of fluid mechanics together with Finite Differences, explicit time stepping and Chorin's Projection methods

Comments

Hello! I would like to ask how to generate multi-view CPR images

Owner

夜听残荷

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