Essays about: "Skeleton segmentation"

Found 4 essays containing the words Skeleton segmentation.

  1. 1. Deep Learning-Based Skeleton Segmentation for Analysis of Bone Marrow and Cortical Bone in Water-Fat Magnetic Resonance Imaging

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Adham Belbaisi; [2021]
    Keywords : Water-fat MRI; UK Biobank; Deep learning; Skeleton segmentation; Bone marrow; Cortical bone;

    Abstract : A major health concern for subjects with diabetes is weaker bones and increased fracture risk. Current clinical assessment of the bone strength is performed by measuring Bone Mineral Density (BMD), where low BMD-values are associated with an increased risk of fracture. READ MORE

  3. 2. Deep Neural Networks for Dynamic Visual Data

    University essay from Lunds universitet/Matematik LTH

    Author : Maria Priisalu; [2016]
    Keywords : Deep Learning; Human pose estimation; Human motion estimation; 3D reconstruction; Long Short-Term Memory LSTM ; Technology and Engineering;

    Abstract : Given monocular video of people performing daily tasks our objective is to estimate the 3D positions of 32 given joints associated to the human skeleton. Due to the success of deep convolutional networks in image classification, image segmentation and activity recognition we propose to estimate 3D joint positions from video using deep convolutional networks. READ MORE

  4. 3. Automatic Segmentation of Skeleton in Whole-Body MR Images

    University essay from Institutionen för informationsteknologi

    Author : Anders Hedström; [2013]
    Keywords : ;

    Abstract : Magnetic Resonance Imaging(MRI) has developed as a widespread technique to examine various body parts and diagnose a wide range of diseases. MRI can often be superior to other imaging techniques such as Computed Tomography(CT) since it does not use ionizing radiation and can give a clearer image of soft tissue. READ MORE

  5. 4. Orbit Segmentation for Cranio-Maxillofacial Surgery Planning

    University essay from Institutionen för informationsteknologi

    Author : Johan Nysjö; [2011]
    Keywords : ;

    Abstract : A central problem in cranio-maxillofacial (CMF) surgery is to restore the normal anatomy of the facial skeleton after defects, e.g., malformations, tumours, and trauma to the face. READ MORE