Single-shot motion completion with transformer
Motion completion is a challenging and long-discussed problem, which is of great
significance in film and game applications. For different motion completion scenarios (in …
significance in film and game applications. For different motion completion scenarios (in …
Fine-grained unsupervised temporal action segmentation and distributed representation for skeleton-based human motion analysis
Understanding the fine-grained temporal structure of human actions and its semantic
interpretation is beneficial to many real-world tasks, such as sports movements …
interpretation is beneficial to many real-world tasks, such as sports movements …
Deep hashing for motion capture data retrieval
N Lv, Y Wang, Z Feng, J Peng - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
In this work, we propose an efficient retrieval method for human motion capture (MoCap)
data based on supervised deep hash code learning. Raw Mocap data is represented into …
data based on supervised deep hash code learning. Raw Mocap data is represented into …
Unsupervised motion capture data segmentation based on topic model
X Hu, X Bao, S Xie, G Wei - Computer Animation and Virtual …, 2021 - Wiley Online Library
In this paper, we propose an unsupervised motion segmentation method based on topical
model borrowed from Natural Language Processing. We apply hierarchical clustering on …
model borrowed from Natural Language Processing. We apply hierarchical clustering on …
Audio-driven Character Animation
Y Zhou - 2021 - scholarworks.umass.edu
Generating believable character animations is a fundamentally important problem in the
field of computer graphics and computer vision. It also has a diverse set of applications …
field of computer graphics and computer vision. It also has a diverse set of applications …
Character motion in function space
We address the problem of animated character motion representation and approximation by
introducing a novel form of motion expression in a function space. For a given set of motions …
introducing a novel form of motion expression in a function space. For a given set of motions …