Essays about: "image segmentation"

Showing result 1 - 5 of 201 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. 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

  4. 4. 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

  5. 5. Fingerprint Image Segmentation Using Local Radial Transformations

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling; Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Venkata Ramakrishna Reddy Karri; Venkata Manoj Manda; [2018]
    Keywords : ;

    Abstract : With a considerable increase in technology and need for security, aninterest has been created in the development of biometric technology.Various personal identification techniques like face recognition, voicerecognition, retinal pattern and fingerprint recognition are in existence. READ MORE