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3D scalp plot animation in time

animate_scalp.Rd

Display a topographic 3D scalp animation of the change in amplitude over time. The function enables direct rendering in Rstudio Viewer or saving the animation in MP4 format or individual frames in PNG format to the chosen location.

Usage

animate_scalp(
  data,
  amplitude,
  mesh,
  tri,
  coords = NULL,
  template = NULL,
  col_range = NULL,
  col_scale = NULL,
  sec = 0.3,
  frames_dir = NULL,
  output_path = NULL,
  framerate = 3,
  cleanup = TRUE
)

Arguments

data

An input data frame or tibble with at least this required columns: time - the number of time point, sensor - the sensor label and the column with the EEG amplitude to plot specified in the argument amplitude.

amplitude

A character string naming the column with EEG amplitude values.

mesh

An object of class "mesh" (or a named list with the same structure) used for computing IM model. If not defined, the polygon point mesh with default settings from point_mesh function is used. See scalp_plot for details about the structure.

tri

A matrix with indices of the triangles. If missing, the triangulation is computed using make_triangulation function from D2 element of the mesh.

coords

Sensor coordinates as a tibble or data frame with named x, y and z columns of sensor coordinates and sensor column with sensor names. If not defined, the HCGSN256 template is used.

template

The kind of sensor template montage used. Currently the only available option is "HCGSN256" denoting the 256-channel HydroCel Geodesic Sensor Net v.1.0, which is also a default setting.

col_range

A vector with minimum and maximum value of the amplitude used in the colour palette for plotting. If not defined, the range of interpolated signal is used.

col_scale

Optionally, a colour scale to be utilised for plotting. If not defined, it is computed from col_range.

sec

The time interval used between individual animation frames, in seconds (default: 0.3).

frames_dir

Directory where the individual frames will be saved. If NULL, the video is only displayed in viewer and the frames are not saved.

output_path

Optional path to the output mp4 video file (".mp4" extension is required for correct rendering). If NULL, no video is created.

framerate

Number of frames per second for the output mp4 video (default: 3).

cleanup

Logical. Indicates, if all the PNG files should be deleted after encoding video. Default value is TRUE.

Value

The output depends on the provided arguments:

  • If frames_dir is specified, individual animation frames (PNG) are saved to that directory.

  • If also output_path is specified, a video (MP4) is created and saved using the av package.

  • Otherwise, the animation is displayed in an interactive rgl window.

Details

Setting the parameter tri requires defining a mesh parameter. The parameter mesh should optimally be a "mesh" object (output from point_mesh function) or a list with the same structure (see point_mesh for more information). In that case, setting the argument tri is optional, and if it is absent, a triangulation based on the D2 element of the mesh is calculated and used in the plot. If the input mesh contains only 3D coordinates of a point mesh in D3 element, the use of previously created triangulation (through tri argument) is required.

Notes: For exporting the video, setting frames_dir together with output_path is required.

When specifying the coords and template at the same time, the template parameter takes precedence and the coords parameter is ignored.

See also

Static version: scalp_plot, animated 2D topo map: animate_topo

Examples

# \donttest{
# This example may take a few seconds to render.
# Run only if you want to generate the full animation.
# Note: The example opens a rgl 3D viewer.
# Prepare a data structure:
s1e05 <- pick_data(epochdata, subject_rg = 1, epoch_rg = 5, time_rg = 10:20)
# Plot animation with default mesh and triangulation:
animate_scalp(s1e05, amplitude = "signal")
# }