Now showing items 1-5 of 5

    • A comparison study of U-Net based methods for brain tumor segmentation 

      Ferrando Garrido, Albert (Universitat Politècnica de Catalunya, 2023-10-19)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona
      The brain tumor segmentation (BraTS) Challenge is an international competition that focuses on the task of automated segmentation of the different parts of brain tumors in magnetic resonance imaging (MRI) scans. U-Net ...
    • Automatic post-processing of left atrium segmentations 

      Borrell Araunabeña, Laia (Universitat Politècnica de Catalunya, 2023-05-16)
      Master thesis
      Restricted access - author's decision
      Covenantee:   ADAS3D Medical / Universitat de Barcelona / Universitat Rovira i Virgili
      Cardiac anatomical segmentation is an essential step in many clinical applications that require quantitative measures such as myocardial mass and ventricle volume. Traditionally, these segmentations were manually performed ...
    • Clustering for unsupervised image segmentation 

      Bercowsky Rama, Andrés Eduardo (Universitat Politècnica de Catalunya, 2023-09-01)
      Bachelor thesis
      Open Access
      Covenantee:   Eidgenössische Technische Hochschule Zürich
      Unsupervised and self-supervised semantic segmentation has made significant advances in recent years in identifying and labeling regions of an image based on their appearance and context without the need for manual annotations ...
    • DeVIS: Making Deformable Transformers Work for Video Instance Segmentation 

      Caelles Prat, Adrià (Universitat Politècnica de Catalunya, 2022-06-01)
      Master thesis
      Open Access
      Covenantee:   Technische Universität München
      Video Instance Segmentation (VIS) jointly tackles multi-object detection, tracking, and segmentation in video sequences. In the past, VIS methods mirrored the fragmentation of these subtasks in their architectural design, ...
    • Multi-View & Multi-Vendor Ventricular Segmentation 

      Garcia Cabrera, Carles (Universitat Politècnica de Catalunya, 2022-05-23)
      Master thesis
      Open Access
      Covenantee:   Dublin City University
      Cardiac MRI segmentation is a clinically interesting field that can accelerate and improve diagnostics. Targeting the capability of models towards better generalizing in unseen subsets of data that can better represent ...