DC Field | Value | Language |
---|---|---|
dc.contributor.author | KIM, YEONGHUN | ko |
dc.contributor.author | Choi, Sunghee | ko |
dc.date.accessioned | 2022-01-21T06:51:01Z | - |
dc.date.available | 2022-01-21T06:51:01Z | - |
dc.date.created | 2021-12-27 | - |
dc.date.created | 2021-12-27 | - |
dc.date.issued | 2021-08-18 | - |
dc.identifier.citation | IEEE Conference on Games (IEEE CoG), pp.901 - 905 | - |
dc.identifier.uri | http://hdl.handle.net/10203/291980 | - |
dc.description.abstract | Recent approaches to deep learning-based music analysis have had significant impact on procedural content generation in music-based games. However, the lack of understanding of the unique features of various platforms and interfaces makes auto-generated content less valuable than manually designed content. Hand-crafted datasets are required, to enhance the quality of content in various platforms, but most rhythm games permit only indirect access to the dataset, as a form of player's experience and its replay video. We develop a vision-based approach to content extraction through video analysis, using a format named beatmap. We cover some common visualized features in well-known rhythm games, and construct a mapping from their content to our beatmap model, using multiple object detection. Our method correctly detects each action button, type, and time, and extracts beatmap representations for our target game. | - |
dc.language | English | - |
dc.publisher | IEEE | - |
dc.title | Vision-based beatmap extraction in rhythm game toward platform-aware note generation | - |
dc.type | Conference | - |
dc.identifier.wosid | 000842962500121 | - |
dc.identifier.scopusid | 2-s2.0-85122951604 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 901 | - |
dc.citation.endingpage | 905 | - |
dc.citation.publicationname | IEEE Conference on Games (IEEE CoG) | - |
dc.identifier.conferencecountry | DK | - |
dc.identifier.conferencelocation | Virtual | - |
dc.identifier.doi | 10.1109/CoG52621.2021.9619108 | - |
dc.contributor.localauthor | Choi, Sunghee | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.