Package: duet 0.1.1

duet: Analysing Non-Verbal Communication in Dyadic Interactions from Video Data

Analyzes non-verbal communication by processing data extracted from video recordings of dyadic interactions. It supports integration with open source tools, currently limited to 'OpenPose' (Cao et al. (2019) <doi:10.1109/TPAMI.2019.2929257>), converting its outputs into CSV format for further analysis. The package includes functions for data pre-processing, visualization, and computation of motion indices such as velocity, acceleration, and jerkiness (Cook et al. (2013) <doi:10.1093/brain/awt208>), facilitating the analysis of non-verbal cues in paired interactions and contributing to research on human communication dynamics.

Authors:Themis Efthimiou [aut, cre]

duet_0.1.1.tar.gz
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duet.pdf |duet.html
duet/json (API)

# Install 'duet' in R:
install.packages('duet', repos = c('https://themisefth.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/themisefth/duet/issues

On CRAN:

Conda:

3.40 score 188 downloads 14 exports 45 dependencies

Last updated 19 days agofrom:8208969488. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 25 2025
R-4.5-winOKFeb 25 2025
R-4.5-macOKFeb 25 2025
R-4.5-linuxOKFeb 25 2025
R-4.4-winOKFeb 25 2025
R-4.4-macOKFeb 25 2025
R-4.3-winOKFeb 25 2025
R-4.3-macOKFeb 25 2025

Exports:op_animate_dyadop_apply_keypoint_labelsop_batch_create_csvop_compute_accelerationop_compute_jerkop_compute_velocityop_create_csvop_interpolateop_merge_dyadop_plot_openposeop_plot_qualityop_plot_timeseriesop_remove_keypointsop_smooth_timeseries

Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggplot2ggthemesgluegtableisobandkzalabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepatchworkpillarpkgconfigplyrpurrrR6RColorBrewerRcppreshape2rjsonrlangscalessignalstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo