Essays about: "image segmentation"

Showing result 1 - 5 of 204 essays containing the words image segmentation.

  1. 1. Adaptable Semi-Automated 3D Segmentation Using Deep Learning with Spatial Slice Propagation

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

    Author : Niels Agerskov; [2019]
    Keywords : Deep learning; spatial propagation; image segmentation; semi-automated;

    Abstract : Even with the recent advances of deep learning pushing the field of medical image analysis further than ever before, progress is still slow due to limited availability of annotated data. There are multiple reasons for this, but perhaps the most prominent one is the amount of time manual annotation of medical images takes. READ MORE

  2. 2. Implementation of an automated,personalized model of the cardiovascularsystem using 4D Flow MRI

    University essay from Linköpings universitet/Avdelningen för kardiovaskulär medicin

    Author : Camilla Almquist; [2019]
    Keywords : 4D Flow MRI; Master thesis; Image processing; Heart; Blood flow;

    Abstract : A personalized cardiovascular lumped parameter model of the left-sided heart and thesystemic circulation has been developed by the cardiovascular medicine research groupat Linköping University. It provides information about hemodynamics, some of whichcould otherwise only have been retrieved by invasive measurements. READ MORE

  3. 3. Developing robust algorithms for feature extraction in images of polymer layers

    University essay from Lunds universitet/Matematisk statistik

    Author : Anton Wemmenborn; [2019]
    Keywords : Technology and Engineering;

    Abstract : Automated manufacturing processes are an important component of today’s industries. Assuming the processes are properly maintained they allow for great efficiency when producing various goods. Image analysis can be used as a tool to monitor such processes and evaluate their results. READ MORE

  4. 4. RGB and Multispectral UAV image classification of agricultural fields using a machine learning algorithm

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Sigurbjörn Jónsson; [2019]
    Keywords : Physical Geography and Ecosystem Analysis; UAV; classification; Random Forest; Geomatics; segmentation; Earth and Environmental Sciences;

    Abstract : A common technique within image analysis is image classification which describes the process of reducing the information content of an image into few user-defined classes. With the emergence of unmanned aerial vehicles (UAVs), high spatial resolution (cm-level) images can be collected. READ MORE

  5. 5. Automatic Handwritten Digit Recognition On Document Images Using Machine Learning Methods

    University essay from Blekinge Tekniska Högskola

    Author : Akkireddy Challa; [2019]
    Keywords : Handwritten Digit Recognition; Handwritten Digit Segmentation; Handwritten Digit Classification; Machine Learning Methods; Deep Learning; Image processing on document;

    Abstract : Context: The main purpose of this thesis is to build an automatic handwritten digit recognition method for the recognition of connected handwritten digit strings. To accomplish the recognition task, first, the digits were segmented into individual digits. READ MORE