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• W2619767899 abstract "Self-similarity was recently introduced as a measure of inter-class congruence for classification of actions. Herein, we investigate the dual problem of intra-class dissimilarity for classification of action styles. We introduce self-dissimilarity matrices that discriminate between same actions performed by different subjects regardless of viewing direction and camera parameters. We investigate two frameworks using these invariant style dissimilarity measures based on Principal Component Analysis (PCA) and Fisher Discriminant Analysis (FDA). Extensive experiments performed on IXMAS dataset indicate remarkably good discriminant characteristics for the proposed invariant measures for gender recognition from video data." @default.
• W2619767899 created "2017-06-05" @default.
• W2619767899 creator A5076117344 @default.
• W2619767899 creator A5089344406 @default.
• W2619767899 date "2017-05-22" @default.
• W2619767899 modified "2023-09-23" @default.
• W2619767899 title "View-Invariant Recognition of Action Style Self-Dissimilarity" @default.
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• W2619767899 doi "https://doi.org/10.48550/arxiv.1705.07609" @default.
• W2619767899 hasPublicationYear "2017" @default.
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• W2619767899 hasAuthorship W2619767899A5076117344 @default.
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