Essays about: "3D image processing"

Showing result 11 - 15 of 101 essays containing the words 3D image processing.

  1. 11. Optimization of an advanced algorithm for bone imaging

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Adam Mrozek; [2022]
    Keywords : osteoporosis; optimization; programming; engineering; X-ray; bone; mineral density; speed; faster; projection; MATLAB; C ; Technology and Engineering;

    Abstract : Fracture risk in osteoporosis is increased and osteoporosis is the most common metabolic bone disease and treatment is expensive. Osteoporosis is diagnosed by measuring Bone Mineral Density (BMD), which does not consider other factors such as bone geometry or architecture. READ MORE

  3. 12. Machine learning framework for maxillofacial preoperative planning

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Jakob Botvidsson; [2022]
    Keywords : Machine learning; AI; CNN; U-net; Technology and Engineering;

    Abstract : Artificial intelligence in biomedical image processing is approaching human performance at object localization while saving immense amounts of time for the physicians. These AI algorithms have the potential to automatically segment anatomical structures for preoperative planning. However, there are currently no tools such tools on the market. READ MORE

  4. 13. Automatic segmentation of microstructures in metals : A computer vision approach

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Oscar Larsen; [2022]
    Keywords : Image Processing; Computer Vision; Machine Learning; Deep Learning; Metallurgy; Segmentation; Bildbehandling; Datorseende; Maskininlärning; Djupinlärning; Metallurgi; Segmentering;

    Abstract : The microstructures of a metal determine the physical, electrical and chemical properties of the metal, and analysis of microstructures is therefore an important part of materials science. Modern microscopes are capable of generating a lot of high-quality micrographs in a short period of time. READ MORE

  5. 14. 3D Privacy Masking using Monocular Depth Estimation

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Mattias Lundström; Jakob Pettersson; [2022]
    Keywords : Technology and Engineering;

    Abstract : This thesis strives to dive deeper within the area of Monocular Depth Estimation, approximating distance information from one single image using deep neural networks. It introduces a thorough evaluation and analysis of state-of-the-art depth estimation models regarding proposed aspects of relevance for downstream video applications, specifically in a surveillance domain. READ MORE

  6. 15. Image Similarity Scoring for Medical Images in 3D

    University essay from Linköpings universitet/Datorseende

    Author : Felicia Castenbrandt; [2022]
    Keywords : CT; Medical Image Processing; Similarity Scoring;

    Abstract : Radiologists often have to look through many different patients and examinations in quick succession, and to aid in the workflow the different types of images should be presented for the radiologist in the same manner and order between each new examination. Thus decreasing the time needed for the radiologist to either find the correct image or rearrange the images to their liking. READ MORE