petteriteikari/kimore_wrapper

KiMoRe dataset

kimore_wrapper's Issues

Signal Quality Issues

The data comes unfiltered (raw) for estimated positions (the purple confidenceState signal that has 1if the joint is estimated, and 2 if the joints is tracked) which you can further filter if you want (for example treat them as outliers and use GAN to impute the "missing values")

'x axis in seconds, cameraXYZ in meters

See more in Kinect documentation:

Kinect sdk 2.0

• https://docs.microsoft.com/en-us/previous-versions/windows/kinect/dn758665(v%3Dieb.10)
• https://github.com/kinect/docs

Problems with the Data Quality

Some "Exercise 6" found even though there should be only 5 exercise types in the dataset

Not all the Exercises have actually any data for all the subjects

And some of the '.csv` files have extra columns

Full list of problematic files

JointOrientation271114_122627.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
JointPosition271114_122627.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
TimeStamp271114_122627.csv - YOU HAVE NOW unexpected number of columns for timestamps! no_of_columns = 3

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/CG/Expert/E_ID8/Es2/Raw 

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/CG/NotExpert/NE_ID11/Es3/Raw 

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/CG/NotExpert/NE_ID11/Es5/Raw 

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/CG/NotExpert/NE_ID24/Es2/Raw 

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/GPP/BackPain/B_ID8/Es4/Raw 

JointOrientation060616_115237.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 301
JointPosition060616_115237.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 301
TimeStamp060616_115237.csv - YOU HAVE NOW unexpected number of columns for timestamps! no_of_columns = 4

JointOrientation070616_104640.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
JointPosition070616_104640.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
TimeStamp070616_104640.csv - YOU HAVE NOW unexpected number of columns for timestamps! no_of_columns = 3

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/GPP/Parkinson/P_ID7/Es5/Raw 

Warning: No RAW files found from =
/CODE/KiMoRe_R/matlab/../../KiMoRe/GPP/Stroke/S_ID5/Es3/Raw 

JointOrientation040716_112610.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
JointPosition040716_112610.csv - YOU HAVE NOW unexpected number of columns! no_of_columns = 201
TimeStamp040716_112610.csv - YOU HAVE NOW unexpected number of columns for timestamps! no_of_columns = 3