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What is Generalized Canonical Time Warping about?

This document describes generalized canonical time warping (GCTW), a technique for temporally aligning multi-modal time series data from multiple subjects performing similar activities. GCTW extends dynamic time warping and canonical correlation analysis to 1) align multi-modal data like video and motion capture, 2) use a flexible linear combination of warping functions, and 3) simultaneously align multiple sequences. The algorithm maximizes correlation across time series using canonical correlation analysi

Author

蒋辰星

Language

EN