Human Pose Estimation from Video and IMUs.

IEEE Transactions on Pattern Analysis and Machine Intelligence(2016)

引用 160|浏览94
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摘要
In this work, we present an approach to fuse video with sparse orientation data obtained from inertial sensors to improve and stabilize full-body human motion capture. Even though video data is a strong cue for motion analysis, tracking artifacts occur frequently due to ambiguities in the images, rapid motions, occlusions or noise. As a complementary data source, inertial sensors allow for accurat...
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关键词
Sensors,Tracking,Cameras,Symmetric matrices,Visualization,Three-dimensional displays
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