R/gestureVelocity.R

In HDcpDetect: Detect Change Points in Means of High Dimensional Data

#' Gesture Phase Segmentation
#' 
#' 
#' The dataset is composed of features extracted from 7 videos with people gesticulating, aiming at studying gesture phase segmentation. It contains velocity and acceleration recording of the experimental subjects' hands and wrists.
#'
#'
#' @format
#'   A data frame with 1743 observations on the following 33 variables.
#'   \describe{
#'     \item{\samp{1}}{Vectorial velocity of left hand (x coordinate)}
#'     \item{\samp{2}}{Vectorial velocity of left hand (y coordinate)}
#'     \item{\samp{3}}{Vectorial velocity of left hand (z coordinate)}
#'     \item{\samp{4}}{Vectorial velocity of right hand (x coordinate)}
#'     \item{\samp{5}}{Vectorial velocity of right hand (y coordinate)}
#'     \item{\samp{6}}{Vectorial velocity of right hand (z coordinate)}
#'     \item{\samp{7}}{Vectorial velocity of left wrist (x coordinate)}
#'     \item{\samp{8}}{Vectorial velocity of left wrist (y coordinate)}
#'     \item{\samp{9}}{Vectorial velocity of left wrist (z coordinate)}
#'     \item{\samp{10}}{Vectorial velocity of right wrist (x coordinate)}
#'     \item{\samp{11}}{Vectorial velocity of right wrist (y coordinate)}
#'     \item{\samp{12}}{Vectorial velocity of right wrist (z coordinate)}
#'     \item{\samp{13}}{Vectorial acceleration of left hand (x coordinate)}
#'     \item{\samp{14}}{Vectorial acceleration of left hand (y coordinate)}
#'     \item{\samp{15}}{Vectorial acceleration of left hand (z coordinate)}
#'     \item{\samp{16}}{Vectorial acceleration of right hand (x coordinate)}
#'     \item{\samp{17}}{Vectorial acceleration of right hand (y coordinate)}
#'     \item{\samp{18}}{Vectorial acceleration of right hand (z coordinate)}
#'     \item{\samp{19}}{Vectorial acceleration of left wrist (x coordinate)}
#'     \item{\samp{20}}{Vectorial acceleration of left wrist (y coordinate)}
#'     \item{\samp{21}}{Vectorial acceleration of left wrist (z coordinate)}
#'     \item{\samp{22}}{Vectorial acceleration of right wrist (x coordinate)}
#'     \item{\samp{23}}{Vectorial acceleration of right wrist (y coordinate)}
#'     \item{\samp{24}}{Vectorial acceleration of z coordinate (z coordinate)}
#'     \item{\samp{25}}{Scalar velocity of left hand}
#'     \item{\samp{26}}{Scalar velocity of right hand}
#'     \item{\samp{27}}{Scalar velocity of left hand}
#'     \item{\samp{28}}{Scalar velocity of right wrist}
#'     \item{\samp{29}}{Scalar velocity of left hand}
#'     \item{\samp{30}}{Scalar velocity of right hand}
#'     \item{\samp{31}}{Scalar velocity of left wrist}
#'     \item{\samp{32}}{Scalar velocity of right wrist}
#'     \item{\code{Phase}}{Phase of gesture: D(rest position),P(preparation),S(stroke),H(hold),R(retraction)}
#'   }
#'
#'
#' @source{
#' \url{https://archive.ics.uci.edu/ml/datasets/gesture+phase+segmentation#}}
#'
#' 1. Madeo, R. C. B. ; Lima, C. A. M. ; PERES, S. M. . Gesture Unit Segmentation using Support Vector Machines: Segmenting
#' Gestures from Rest Positions. In: Symposium on Applied Computing (SAC), 2013, Coimbra. Proceedings of the 28th Annual
#' ACM Symposium on Applied Computing (SAC), 2013. p. 46-52.
#'
#' 2. Wagner, P. K. ; PERES, S. M. ; Madeo, R. C. B. ; Lima, C. A. M. ; Freitas, F. A. . Gesture Unit Segmentation Using
#' Spatial-Temporal Information and Machine Learning. In: 27th Florida Artificial Intelligence Research Society Conference
#' (FLAIRS), 2014, Pensacola Beach. Proceedings of the 27th Florida Artificial Intelligence Research Society Conference
#' (FLAIRS). Palo Alto : The AAAI Press, 2014. p. 101-106.


"gestureVelocity"