Semantic Scene Segmentation with Minimal Labeling Effort
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]
|Collections||Open Access Theses|
|Saleh Thesis 2020.pdf||32.14 MB||Adobe PDF|
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.