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Filtering by: Subject Image analysis Subject Computer vision

Object highlighting : real-time boundary detection using a Bayesian network

Creator:

Jia, Jin

Abstract:

Image segmentation continues to be a fundamental problem in computer vision and image understanding. In this thesis, we present a Bayesian network that we use for object boundary detection in which the MPE (most probable explanation) before any evidence can produce multiple non-overlapping, non-self-intersecting closed contours and the MPE with...

Resource Type:

Masters Thesis
Analysis of bio-based composites for image segmentation with the aid of games

Creator:

Inouye, Jennifer A.

Abstract:

A fundamental problem in computer vision is to partition an image into meaningful segments. While image segmentation is required by many applications, the thesis focuses on segmentation of computed tomography (CT) images for analysis and quality control of composite materials. The key research contribution of this thesis is a novel...

Resource Type:

Masters Thesis