Essays about: "3d image segmentation thesis"

Showing result 21 - 25 of 48 essays containing the words 3d image segmentation thesis.

1. 21. Medical Image Segmentation using Attention-Based Deep Neural Networks

   University essay from KTH/Medicinsk avbildning

   Author : Mohamed Ahmed; [2020]
   Keywords : Attention Networks; Squeeze and Excitation; Dual Attention Networks; Medical Image Segmentation; UNet;

   Abstract : During the last few years, segmentation architectures based on deep learning achieved promising results. On the other hand, attention networks have been invented years back and used in different tasks but rarely used in medical applications. READ MORE

3. 22. Evaluating DCNN architecturesfor multinomial area classicationusing satellite data

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Karol Wojtulewicz; Viktor Agbrink; [2020]
   Keywords : Segmentation; FCN; Computer Vision; Autoencoder; Area classification;

   Abstract : The most common approach to analysing satellite imagery is building or object segmentation,which expects an algorithm to find and segment objects with specific boundaries thatare present in the satellite imagery. The company Vricon takes satellite imagery analysisfurther with the goal of reproducing the entire world into a 3D mesh. READ MORE

4. 23. Movement tracking of the carotid artery with 4D ultrasound imaging

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Anny Eriksson Bernholtz; [2019]
   Keywords : imaging; movement tracking; ultrasound; Technology and Engineering;

   Abstract : The leading cause of death in the world is cardiovascular diseases. Scientific discoveries have been made that correlate the movement of the arterial walls and blood flow patterns with cardiovascular diseases. These movements have been studied with ultrasound 2D imaging. READ MORE

5. 24. Improving 3D Point Cloud Segmentation Using Multimodal Fusion of Projected 2D Imagery Data : Improving 3D Point Cloud Segmentation Using Multimodal Fusion of Projected 2D Imagery Data

   University essay from Linköpings universitet/Datorseende

   Author : Linbo He; [2019]
   Keywords : deep learning; multimodal fusion; multimodality; semantic segmentation; point cloud segmentation;

   Abstract : Semantic segmentation is a key approach to comprehensive image data analysis. It can be applied to analyze 2D images, videos, and even point clouds that contain 3D data points. READ MORE

6. 25. Real-time 3D Semantic Segmentation of Timber Loads with Convolutional Neural Networks

   University essay from Linköpings universitet/Datorseende

   Author : Jessica Sällqvist; [2018]
   Keywords : Semantic Segmentation; Pixel-wise classification; Convolutional Neural Networks; Fully Convolutional Networks; Patch-based training.;

   Abstract : Volume measurements of timber loads is done in conjunction with timber trade. When dealing with goods of major economic values such as these, it is important to achieve an impartial and fair assessment when determining price-based volumes. READ MORE