M.Tech Matlab Projects Archives - Page 3 of 3

Image segmentation and defect detection techniques using homogeneity

Posted on February 2, 2016 by Matlab-Projects |

This paper presents a survey on latest image segmentation techniques using homogeneity. Homogeneity is one of the most widely used approaches for image segmentation because of its robust characteristics for texture segmentation. The existing image segmentation approaches…

Transfer Learning Improves Supervised Image Segmentation Across Imaging Protocols

Posted on February 2, 2016 by Matlab-Projects |

The variation between images obtained with different scanners or different imaging protocols presents a major challenge in automatic segmentation of biomedical images. This variation especially hampers the application of otherwise successful supervised-learning…

Topology-Preserving Multi-label Image Segmentation

Posted on February 2, 2016 by Matlab-Projects |

Enforcing a specific topology in image segmentation is a very important but challenging problem, which has attracted much attention in the computer vision community. Most recent works on topology-constrained image segmentation focus on binary segmentation,…

Watershed Segmentation Algorithm Based on Morphological Gradient Reconstruction

Posted on February 2, 2016 by Matlab-Projects |

In order to overcome the problem of over-segmentation, a novel algorithm of watershed segmentationbased on morphological gradient reconstructing is proposed in this paper. In the algorithm, morphological gradient reconstruction is introduced…

Segmentation of pelvic organs at risk using superpixels and graph diffusion in prostate radiotherapy

Posted on February 2, 2016 by Matlab-Projects |

Segmentation of organs at risk (OAR) in male pelvis is critical for planning prostate cancer radiotherapy. We are interested in femoral heads, rectum and bladder segmentation in magnetic resonance imaging (MRI) and computed…