In this paper, we propose a learned orthographic pooling approach instead of image processing based MIP. Typically, a simple conv-simple and bottleneck pooling ...
Learned Maximum Intensity Projection for Vertebrae Labelling - IEEE Xplore
ieeexplore.ieee.org › iel7
Abstract— Maximum intensity projection (MIP) is a standard volume-rendering technique for 3D volumetric data processing. For example, given a 3D CT data, ...
Abstract: Maximum intensity projection (MIP) is a standard volume-rendering technique for 3D volumetric data processing. For example, given a 3D CT data, ...
To this end, the learned orthographic pooling helps preserve detail information of 3D context during projection. Furthermore, an unified Btrfly Net is provided ...
People also ask
What is maximum intensity projection?
What is maximum intensity projection confocal microscopy?
Maximum intensity projection (MIP) is a standard volume-rendering technique for 3D volumetric data processing. For example, given a 3D CT data, ...
Orthographic Pooling: Learned Maximum Intensity Projection for Vertebrae Labelling. ... Learning-based spine vertebra localization and segmentation in 3D CT ...
We present a robust and efficient approach to automatically locating and identifying vertebrae in 3D CT volumes by exploiting high level feature representations ...
His research interests include computer vision, deep learning, autonomous driving, and medical image analysis. ... Orthographic Pooling: Learned Maximum Intensity ...
Dec 13, 2023 · This study aimed to explore and compare the guiding value of Maximum Intensity Projection (MIP) and Cinematic Volume Rendering Technique ...