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Article: Audeosynth: music-driven video montage
Title | Audeosynth: music-driven video montage |
---|---|
Authors | |
Keywords | Audio-visual synchresis |
Issue Date | 2015 |
Publisher | Association for Computing Machinery, Inc. The Journal's web site is located at http://tog.acm.org |
Citation | ACM Transactions on Graphics, 2015, v. 34 n. 4, article no. 68 How to Cite? |
Abstract | We introduce music-driven video montage, a media format that offers a pleasant way to browse or summarize video clips collected from various occasions, including gatherings and adventures. In music-driven video montage, the music drives the composition of the video content. According to musical movement and beats, video clips are organized to form a montage that visually reflects the experiential properties of the music. Nonetheless, it takes enormous manual work and artistic expertise to create it. In this paper, we develop a framework for automatically generating music-driven video montages. The input is a set of video clips and a piece of background music. By analyzing the music and video content, our system extracts carefully designed temporal features from the input, and casts the synthesis problem as an optimization and solves the parameters through Markov Chain Monte Carlo sampling. The output is a video montage whose visual activities are cut and synchronized with the rhythm of the music, rendering a symphony of audio-visual resonance. |
Persistent Identifier | http://hdl.handle.net/10722/215520 |
ISSN | 2023 Impact Factor: 7.8 2023 SCImago Journal Rankings: 7.766 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Liao, Z | - |
dc.contributor.author | Yu, Y | - |
dc.contributor.author | Gong, B | - |
dc.contributor.author | Cheng, L | - |
dc.date.accessioned | 2015-08-21T13:28:47Z | - |
dc.date.available | 2015-08-21T13:28:47Z | - |
dc.date.issued | 2015 | - |
dc.identifier.citation | ACM Transactions on Graphics, 2015, v. 34 n. 4, article no. 68 | - |
dc.identifier.issn | 0730-0301 | - |
dc.identifier.uri | http://hdl.handle.net/10722/215520 | - |
dc.description.abstract | We introduce music-driven video montage, a media format that offers a pleasant way to browse or summarize video clips collected from various occasions, including gatherings and adventures. In music-driven video montage, the music drives the composition of the video content. According to musical movement and beats, video clips are organized to form a montage that visually reflects the experiential properties of the music. Nonetheless, it takes enormous manual work and artistic expertise to create it. In this paper, we develop a framework for automatically generating music-driven video montages. The input is a set of video clips and a piece of background music. By analyzing the music and video content, our system extracts carefully designed temporal features from the input, and casts the synthesis problem as an optimization and solves the parameters through Markov Chain Monte Carlo sampling. The output is a video montage whose visual activities are cut and synchronized with the rhythm of the music, rendering a symphony of audio-visual resonance. | - |
dc.language | eng | - |
dc.publisher | Association for Computing Machinery, Inc. The Journal's web site is located at http://tog.acm.org | - |
dc.relation.ispartof | ACM Transactions on Graphics | - |
dc.rights | ACM Transactions on Graphics. Copyright © Association for Computing Machinery, Inc. | - |
dc.rights | ©ACM, 2015. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ACM Transactions on Graphics, 2015, v. 34 n. 4, article no. 68. http://doi.acm.org/10.1145/2766966 | - |
dc.subject | Audio-visual synchresis | - |
dc.title | Audeosynth: music-driven video montage | - |
dc.type | Article | - |
dc.identifier.email | Yu, Y: yzyu@cs.hku.hk | - |
dc.identifier.authority | Yu, Y=rp01415 | - |
dc.description.nature | postprint | - |
dc.identifier.doi | 10.1145/2766966 | - |
dc.identifier.scopus | eid_2-s2.0-84947281138 | - |
dc.identifier.hkuros | 249501 | - |
dc.identifier.volume | 34 | - |
dc.identifier.issue | 4 | - |
dc.identifier.isi | WOS:000358786600034 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 0730-0301 | - |