Sökning: "Robustness"

Visar resultat 1 - 5 av 691 uppsatser innehållade ordet Robustness.

  1. 1. Needs and requirements for the development and application of safe and cost-efficientmedical technology in low resource settings

    Uppsats för yrkesexamina på avancerad nivå, KTH/Medicinteknik och hälsosystem

    Författare :Linda Maria Nummisalo; [2020]
    Nyckelord :Bangladesh; Medical Devices; Health Care;

    Sammanfattning : Growing populations and especially the growing proportion of elderly in the developing countries in South Asia pose an increasingly higher pressure on the health care systems in these countries. For example, in Bangladesh, a part of the pressure is currently eased by the unofficial health care workers called village doctors but with the cost of wrong diagnoses and unnecessary medications leading to excess use of e. LÄS MER

  2. 2. Hand Gesture Classification using Millimeter Wave Pulsed Radar

    Master-uppsats, Lunds universitet/Matematisk statistik

    Författare :Eda Dagasan; [2020]
    Nyckelord :Hand Gesture Classification; Millimeter Wave Radar; Statistical Signal Processing; Time-Frequency Analysis; Room Impulse Response Estimation; Sparse Dictionary Learning; Classification; Supervised Learning; Convolutional Neural Networks; k-Nearest Neighbor; Mathematics and Statistics;

    Sammanfattning : Millimeter wave pulsed radar has found many applications, among them hand gesture sensing, which this work has as purpose. This application has already shown good potential, [1], and here in this work robustness aspects are taken into account. LÄS MER

  3. 3. Sum-Product Network in the context of missing data

    Master-uppsats, KTH/Matematisk statistik

    Författare :Pierre Clavier; [2020]
    Nyckelord :Statistics; Mixture model; Probabilistic Graphical Models; Statistik; Probabilistiska grafiska modeller;

    Sammanfattning : In recent years, the interest in new Deep Learning methods has increased considerably due to their robustness and applications in many fields. However, the lack of interpretability of these models and the lack of theoretical knowledge about them raises many issues. It is in this context that sum product network models have emerged. LÄS MER

  4. 4. Adaptive Reference Images for Blood Cells using Variational Autoencoders and Self-Organizing Maps

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Oscar Odestål; Anna Palmqvist Sjövall; [2020]
    Nyckelord :Image Analysis; Variational Autoencoder; Self-Organizing Maps; Deep Learning; Machine Learning; Microscopy; CellaVision; Microscope; Neural Networks; Blood Cells; White Blood Cells; Image Classification; Data Visualization; Clustering; Latent Space; Unsupervised Learning; Dimensionality Reduction; SOM; VAE; Mathematics and Statistics;

    Sammanfattning : CellaVision develops automated microscopy for blood analysis. Their products can pre-classify 19 different types of white blood cells and support the medical technologist performing the final classification. CellaVision provides reference cells. LÄS MER

  5. 5. Robust Autonomous Landing of Fixed-Wing UAVs in Wind

    Master-uppsats, Linköpings universitet/Reglerteknik

    Författare :Tobias Fridén; [2020]
    Nyckelord :Unmanned Aerial Vehicles; Landing; Wind; Optimization; Motion planning;

    Sammanfattning : Fixed-wing UAVs are today used in many different areas, from agriculture to search and rescue operations. Through various research efforts, they are becoming more and more autonomous. However, the procedure of landing a fixed-wing UAV remains a challenging task, which requires manual input from an experienced pilot. LÄS MER