Browsing by Subject "Imatges--Segmentació"
Now showing items 1-8 of 8
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A comparison study of U-Net based methods for brain tumor segmentation
(Universitat Politècnica de Catalunya, 2023-10-19)
Master thesis
Open Access
Covenantee: Universitat de BarcelonaThe 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 ... -
Accelerate deployment and enhance robustness of deep learning-based optical process monitoring through synthetic image data generation
(Universitat Politècnica de Catalunya, 2024-10-17)
Master thesis
Open AccessEnsuring consistent product quality is a fundamental aspect of modern manufacturing, directly impacting safety, profitability, and customer satisfaction. Traditional quality control methods, reliant on manual inspection ... -
Automatic post-processing of left atrium segmentations
(Universitat Politècnica de Catalunya, 2023-05-16)
Master thesis
Restricted access - author's decision
Covenantee: ADAS3D Medical / Universitat de Barcelona / Universitat Rovira i VirgiliCardiac 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
(Universitat Politècnica de Catalunya, 2023-09-01)
Bachelor thesis
Open Access
Covenantee: Eidgenössische Technische Hochschule ZürichUnsupervised 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
(Universitat Politècnica de Catalunya, 2022-06-01)
Master thesis
Open Access
Covenantee: Technische Universität MünchenVideo 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, ... -
Filter of architectural plans according to different criterias
(Universitat Politècnica de Catalunya, 2024-07-01)
Bachelor thesis
Open AccessWorking with large datasets and information, in any field, is a great tool for learning and taking inspiration for future works. In the architectural field, floor plans are an important part of the process. Designing and ... -
From diverse CT scans to generalization: towards robust abdominal organ segmentation
(Universitat Politècnica de Catalunya, 2024-06-27)
Master thesis
Open AccessAbdominal organ segmentation is a rapidly advancing area in medical imaging, boasting numerous remarkable applications in clinical and research settings. Despite these advancements, most existing segmentation models are ... -
Multi-View & Multi-Vendor Ventricular Segmentation
(Universitat Politècnica de Catalunya, 2022-05-23)
Master thesis
Open Access
Covenantee: Dublin City UniversityCardiac 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 ...
