Optimizing orthonormal basis bilinear spatiotemporal representation for motion data

Przemysław Skurowski; Jolanta Socała; Konrad Wojciechowski

doi:10.1007/978-3-319-23437-3_31

Optimizing orthonormal basis bilinear spatiotemporal representation for motion data

Przemysław Skurowski
, Jolanta Socała
, Konrad Wojciechowski

Katedra Grafiki, Wizji Komputerowej i Systemów Cyfrowych (RAU/RAU6)

University of Bielsko-Biala
Polish-Japanese Academy of Information Technology

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

Abstrakt

The paper describes an attempt to estimate the optimal division of a number of base vectors between space (shape) and time (trajectory) for bilinear spatiotemporal representation ofmotion capture data. The spatiotemporal model is amatrix consisting of K_s · K_t amount of coefficients. In the paper we discuss using of orthonormal spatial and temporal basis: PCA-PCA, DCT-DCT, PCA-DCT and DCT-PCA to represent real MoCap data.

Język oryginału	angielski
Tytuł publikacji goszczącej	Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015
Redaktorzy	Tadeusz Czachórski, Aleksandra Gruca, Agnieszka Brachman, Stanisław Kozielski, Tadeusz Czachórski
Wydawca	Springer Verlag
Strony	365-375
Liczba stron	11
ISBN (drukowany)	9783319234366
Identyfikatory DOI	https://doi.org/10.1007/978-3-319-23437-3_31
Status publikacji	Opublikowano - 2016
Wydarzenie	4th International Conference on Man–Machine Interactions, ICMMI 2015 - Kocierz Pass, Polska Czas trwania: 6 paź 2015 → 9 paź 2015

Seria publikacji

Nazwa	Advances in Intelligent Systems and Computing
Tom	391
ISSN (drukowany)	2194-5357

Konferencja

Konferencja	4th International Conference on Man–Machine Interactions, ICMMI 2015
Kraj/Terytorium	Polska
Miejscowość	Kocierz Pass
Okres	6/10/15 → 9/10/15

Obszary tematyczne ASJC Scopus

Inżynieria sterowania i systemów
Informatyka ogólna

Uzyskaj dostęp do dokumentu

10.1007/978-3-319-23437-3_31

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Skurowski, P., Socała, J., & Wojciechowski, K. (2016). Optimizing orthonormal basis bilinear spatiotemporal representation for motion data. W T. Czachórski, A. Gruca, A. Brachman, S. Kozielski, & T. Czachórski (Red.), Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015 (str. 365-375). (Advances in Intelligent Systems and Computing; Tom 391). Springer Verlag. https://doi.org/10.1007/978-3-319-23437-3_31

Skurowski, Przemysław ; Socała, Jolanta ; Wojciechowski, Konrad. / Optimizing orthonormal basis bilinear spatiotemporal representation for motion data. Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015. redaktor / Tadeusz Czachórski ; Aleksandra Gruca ; Agnieszka Brachman ; Stanisław Kozielski ; Tadeusz Czachórski. Springer Verlag, 2016. str. 365-375 (Advances in Intelligent Systems and Computing).

@inproceedings{7285f2fdd6564798b97dc1a3eb946bb5,

title = "Optimizing orthonormal basis bilinear spatiotemporal representation for motion data",

abstract = "The paper describes an attempt to estimate the optimal division of a number of base vectors between space (shape) and time (trajectory) for bilinear spatiotemporal representation ofmotion capture data. The spatiotemporal model is amatrix consisting of Ks · Kt amount of coefficients. In the paper we discuss using of orthonormal spatial and temporal basis: PCA-PCA, DCT-DCT, PCA-DCT and DCT-PCA to represent real MoCap data.",

keywords = "Bilinear model, Motion capture, Motion data, Spatiotemporal representation",

author = "Przemys{\l}aw Skurowski and Jolanta Soca{\l}a and Konrad Wojciechowski",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 4th International Conference on Man{\textendash}Machine Interactions, ICMMI 2015 ; Conference date: 06-10-2015 Through 09-10-2015",

year = "2016",

doi = "10.1007/978-3-319-23437-3\_31",

language = "English",

isbn = "9783319234366",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "365--375",

editor = "Tadeusz Czach{\'o}rski and Aleksandra Gruca and Agnieszka Brachman and Stanis{\l}aw Kozielski and Tadeusz Czach{\'o}rski",

booktitle = "Man{\textendash}Machine Interactions - 4th International Conference on Man{\textendash}Machine Interactions, ICMMI 2015",

address = "Germany",

}

Skurowski, P, Socała, J & Wojciechowski, K 2016, Optimizing orthonormal basis bilinear spatiotemporal representation for motion data. w T Czachórski, A Gruca, A Brachman, S Kozielski & T Czachórski (red), Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015. Advances in Intelligent Systems and Computing, tom 391, Springer Verlag, str. 365-375, 4th International Conference on Man–Machine Interactions, ICMMI 2015, Kocierz Pass, Polska, 6/10/15. https://doi.org/10.1007/978-3-319-23437-3_31

Optimizing orthonormal basis bilinear spatiotemporal representation for motion data. / Skurowski, Przemysław; Socała, Jolanta; Wojciechowski, Konrad.
Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015. red. / Tadeusz Czachórski; Aleksandra Gruca; Agnieszka Brachman; Stanisław Kozielski; Tadeusz Czachórski. Springer Verlag, 2016. str. 365-375 (Advances in Intelligent Systems and Computing; Tom 391).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

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AU - Wojciechowski, Konrad

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2016.

PY - 2016

Y1 - 2016

N2 - The paper describes an attempt to estimate the optimal division of a number of base vectors between space (shape) and time (trajectory) for bilinear spatiotemporal representation ofmotion capture data. The spatiotemporal model is amatrix consisting of Ks · Kt amount of coefficients. In the paper we discuss using of orthonormal spatial and temporal basis: PCA-PCA, DCT-DCT, PCA-DCT and DCT-PCA to represent real MoCap data.

AB - The paper describes an attempt to estimate the optimal division of a number of base vectors between space (shape) and time (trajectory) for bilinear spatiotemporal representation ofmotion capture data. The spatiotemporal model is amatrix consisting of Ks · Kt amount of coefficients. In the paper we discuss using of orthonormal spatial and temporal basis: PCA-PCA, DCT-DCT, PCA-DCT and DCT-PCA to represent real MoCap data.

KW - Bilinear model

KW - Motion capture

KW - Motion data

KW - Spatiotemporal representation

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A2 - Brachman, Agnieszka

A2 - Kozielski, Stanisław

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Skurowski P, Socała J, Wojciechowski K. Optimizing orthonormal basis bilinear spatiotemporal representation for motion data. W Czachórski T, Gruca A, Brachman A, Kozielski S, Czachórski T, redaktorzy, Man–Machine Interactions - 4th International Conference on Man–Machine Interactions, ICMMI 2015. Springer Verlag. 2016. str. 365-375. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-23437-3_31

Optimizing orthonormal basis bilinear spatiotemporal representation for motion data

Abstrakt

Seria publikacji

Konferencja

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

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Cytowanie