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On the Role of Context at Different Scales in Scene Parsing

Najafi, Mohammad


Scene parsing can be formulated as a labeling problem where each visual data element, e.g., each pixel of an image or each 3D point in a point cloud, is assigned a semantic class label. One can approach this problem by training a classifier and predicting a class label for the data elements purely based on their local properties. This approach, however, does not take into account any kind of contextual information between different elements in the image or...[Show more]

CollectionsOpen Access Theses
Date published: 2017
Type: Thesis (PhD)


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