Essays about: "3d image segmentation thesis"

Showing result 1 - 5 of 27 essays containing the words 3d image segmentation thesis.

  1. 1. Instance Segmentation of Buildings in Satellite Images

    University essay from Linköpings universitet/Datorseende

    Author : Karin Fritz; [2020]
    Keywords : cnn; convolutional neural networks; instance segmentation; semantic segmentation;

    Abstract : When creating a photo realistic 3D model of the world using satellite imagery, image classification is an important part of the process. In this thesis the specificpart of automated building extraction is investigated. READ MORE

  2. 2. 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

  3. 3. 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

  4. 4. 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

  5. 5. Localising and Reconstructing Drill Holes in 3D Objects using Machine Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Viktor Ståhl; [2018]
    Keywords : ;

    Abstract : To move towards an increasingly automated future, machines are becoming smarter and can now solve tasks only humans could before. In this thesis project, the possibility to find, classify and reconstruct holes in three dimensional objects using machine learning is explored. READ MORE