Intrinsic Images and their Applications in Intelligent Systems

DSpace Repository

Show simple item record

dc.contributor.advisor Lensch, Hendrik P. A. (Prof. Dr.) Nestmeyer, Thomas Michael 2021-11-16T14:50:30Z 2021-11-16T14:50:30Z 2021-11-16
dc.identifier.uri de_DE
dc.description.abstract The overall goal of the thesis is to research intelligent systems and to provide one more innovative piece in the puzzle towards general artificial intelligence. Because one quickly realizes the importance of computer vision for this endeavor, and in there specifically the need to understand the 3D world through their 2D projections into images, we thoroughly investigate the field of intrinsic images in this thesis and improve the intrinsic decomposition of arbitrary images to enable smarter intelligent systems. We demonstrate the utilization of such a decomposition in the task of relighting, where the intrinsic structure is shown to improve results. en
dc.language.iso en de_DE
dc.publisher Universität Tübingen de_DE
dc.rights ubt-podok de_DE
dc.rights.uri de_DE
dc.rights.uri en
dc.subject.classification Maschinelles Sehen , Maschinelles Lernen de_DE
dc.subject.ddc 004 de_DE
dc.subject.other Intrinsic Images en
dc.title Intrinsic Images and their Applications in Intelligent Systems en
dc.type Dissertation de_DE
dcterms.dateAccepted 2021-10-08
utue.publikation.fachbereich Informatik de_DE
utue.publikation.fakultaet 7 Mathematisch-Naturwissenschaftliche Fakultät de_DE
utue.publikation.noppn yes de_DE


This item appears in the following Collection(s)

Show simple item record