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- research-articleMarch 2023
Robust Video Stabilization based on Motion Decomposition
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Volume 19, Issue 5Article No.: 164, Pages 1–24https://doi.org/10.1145/3580498Video stabilization aims to eliminate camera jitter and improve the visual experience of shaky videos. Video stabilization methods often ignore the active movement of the foreground objects and the camera, and may result in distortion and over-smoothing ...
- ArticleNovember 2012
Spatio-temporal LTSA and its application to motion decomposition
ICONIP'12: Proceedings of the 19th international conference on Neural Information Processing - Volume Part VPages 498–505https://doi.org/10.1007/978-3-642-34500-5_59This paper describes a STLTSA-based framework to analyze and decompose human motion for synthesis. In this work, we mainly intend to extend a manifold learning method, local tangent space alignment, to a spatio---temporal version for manifold analysis ...