Do We Always Need AI for Image Colorization?
| dc.contributor.author | Śluzek, Andrzej | |
| dc.date.accessioned | 2023-09-21T07:03:31Z | |
| dc.date.available | 2023-09-21T07:03:31Z | |
| dc.date.issued | 2023 | |
| dc.description.abstract | Monochrome image (re-)colorization is a problem where human guidance is considered indispensable (even if AI is used). We challenge this approach by presenting a method for converting grayscale images into credible color counterparts with no priors provided/learned on image content, semantics, etc. In contrast to our recent works (focusing on images from non-visual domains) this paper discusses mainly colorization of real-world images for which certain coloristic expectations exist. We argue (and show on selected examples) that a simple technique combining non-deterministic heuristics and randomized flood-fill can deliver colored outputs which are visually convincing and (occasionally) similar to the ground-truth images. | en_EN |
| dc.identifier.citation | Śluzek A., Do We Always Need AI for Image Colorization?. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 31-36, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.3 | |
| dc.identifier.doi | 10.34658/9788366741928.3 | |
| dc.identifier.isbn | 978-83-66741-92-8 | |
| dc.identifier.uri | http://hdl.handle.net/11652/4778 | |
| dc.identifier.uri | https://doi.org/10.34658/9788366741928.3 | |
| dc.language.iso | en | en_EN |
| dc.page.number | s. 31-36 | |
| dc.publisher | Wydawnictwo Politechniki Łódzkiej | pl_PL |
| dc.publisher | Lodz University of Technology Press | en_EN |
| dc.relation.ispartof | Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928. | |
| dc.rights | Dla wszystkich w zakresie dozwolonego użytku | pl_PL |
| dc.rights | Fair use condition | en_EN |
| dc.rights.license | Licencja PŁ | pl_PL |
| dc.rights.license | LUT License | en_EN |
| dc.subject | image coloring | en_EN |
| dc.subject | de-colorization | en_EN |
| dc.subject | color models | en_EN |
| dc.subject | flood-fill | en_EN |
| dc.subject | kolorowanie obrazu | pl_PL |
| dc.subject | odbarwianie | pl_PL |
| dc.subject | modele kolorów | pl_PL |
| dc.subject | wypełnianie | pl_PL |
| dc.title | Do We Always Need AI for Image Colorization? | en_EN |
| dc.type | Rozdział - monografia | pl_PL |
| dc.type | Chapter - monograph | en_EN |