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Semantic Scene Segmentation with Minimal Labeling Effort

Saleh, Fatemehsadat

Description

Semantic scene segmentation - the process of assigning a semantic label to every pixel in an input image - is an important task in computer vision where an autonomous system or a robot needs to differentiate between different parts of the scene/objects and recognize the class of each one for adequate physical interactions. The most successful methods that try to solve this problem are fully-supervised approaches based on Convolutional Neural Networks (CNNs). Unfortunately, these methods require...[Show more]

CollectionsOpen Access Theses
Date published: 2020
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/189389
DOI: 10.25911/5e4bb8005e937

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