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Transfer Learning Methods for Object and Action Recognition

Herath, Samitha

Description

Thanks to the advancement of machine learning and computer vision research we are observing remarkable improvements in object and action recognition. However, it can be seen that when there are differences (e.g., distributional, representations, semantic) in the training and test data, many learning algorithms fail to perform well or at times becomes infeasible. Nevertheless, problem setups dealing specifically with such differences are constantly being explored in literature. In general these...[Show more]

CollectionsOpen Access Theses
Date published: 2020
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/204537
DOI: 10.25911/5ee74e7c697e0

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