Human motion capture data recovery using trajectory-based matrix completion

Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau*

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

33 Citations (Scopus)

Abstract

Matrix completion has previously been used as a method to recover missing data in a mocap sequence. Improvments to this scheme by structuring motion capture data into an alternative representation for matrix completion are proposed. This representation takes advantage of the properties of mocap data and matrix completion to improve the reliability of matrix completion. Experiments show that the proposed motion capture data recovery method performs significantly better for nearly all tested motion sequences and amounts of missing data. © The Institution of Engineering and Technology 2013.
Original languageEnglish
Pages (from-to)752-754
JournalElectronics Letters
Volume49
Issue number12
DOIs
Publication statusPublished - 6 Jun 2013
Externally publishedYes

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