@inproceedings{a131fece3f9d444db1acf44c7726836b,
title = "Multi-level Motion-Informed Approach for Video Generation with Key Frames",
abstract = "Observing that a motion signal is decomposable into multiple levels, a video generation model which realizes this hypothesis is proposed. The model decomposes motion into a two-level signal involving a global path and local pattern. They are modeled via a latent path in the form of a composite Bezier spline along with a latent sine function respectively. In the application context, the model fills the research gap in its ability to connect an arbitrary number of input key frames smoothly. Experimental results indicate that the model improves in terms of the smoothness of the generated video. In addition, the ability of the model in separating global and local signal has been validated.",
keywords = "Global motion path, Latent path, Local motion pattern, Periodic latent function, Video generation with key frames",
author = "Sin, {Ping Tat} and Ng, {Hiu Fung} and Shiu, {Chi Keung Simon} and Chung, {Fu Lai Korris} and Leong, {Hong Va}",
year = "2019",
month = jan,
day = "1",
doi = "10.1007/978-3-030-22514-8_16",
language = "English",
isbn = "9783030225131",
volume = "11542 LNCS",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer-Verlag",
pages = "190--202",
editor = "Marina Gavrilova and Jian Chang and Thalmann, {Nadia Magnenat} and Eckhard Hitzer and Hiroshi Ishikawa",
booktitle = "Advances in Computer Graphics - 36th Computer Graphics International Conference, CGI 2019, Proceedings",
note = "36th Computer Graphics International Conference, CGI 2019 ; Conference date: 17-06-2019 Through 20-06-2019",
}