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Spatio-Temporal Alignments: Optimal transport through space and time

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Academic year: 2021

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Fig. 1. Example of Dynamic time warping alignment between two time series of images given a pairwise distance matrix.
Fig. 2. Example of 3 DTW alignment paths (A, B and C) between x and y = x + k with a temporal 50-shift.
Fig. 3. Illustration of the bounds of proposition 4 and theorem 1 with β = 0.1 and T = 400
Fig. 7. tSNE embeddings of the data. STA (proposed) captures spatial variability.
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