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MostJoints
MostJoints
 
 
actionsets
actionsets
 
 
data
data
 
 
models
models
 
 
mostJointsResult
mostJointsResult
 
 
npy_files
npy_files
 
 
output
output
 
 
sample-reality-data
sample-reality-data
 
 
skeleton-reality-data
skeleton-reality-data
 
 
skeleton-visualization
skeleton-visualization
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
Read MSRAction3D Data.ipynb
Read MSRAction3D Data.ipynb
 
 
UnitTests.ipynb
UnitTests.ipynb
 
 
as2_svm_model.pkl
as2_svm_model.pkl
 
 
as3_svm_model.pkl
as3_svm_model.pkl
 
 
calculateCovarianceMats.py
calculateCovarianceMats.py
 
 
classify_Actionset_1.ipynb
classify_Actionset_1.ipynb
 
 
classify_Actionset_2.ipynb
classify_Actionset_2.ipynb
 
 
classify_Actionset_3.ipynb
classify_Actionset_3.ipynb
 
 
classify_reality_data.ipynb
classify_reality_data.ipynb
 
 
covmijMSRAction3D.py
covmijMSRAction3D.py
 
 
load_depth_video.cpp
load_depth_video.cpp
 
 
norm.py
norm.py
 
 
process_video.py
process_video.py
 
 
reconstruct_skeleton_file.py
reconstruct_skeleton_file.py
 
 
segmentation-module.ipynb
segmentation-module.ipynb
 
 
segmentation_module.py
segmentation_module.py
 
 
setting.py
setting.py
 
 
utils.py
utils.py
 
 

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CovMIJ

A python implementation of this paper : Novel Skeleton-based Action Recognition Using Covariance Descriptors on Most Informative Joints (KSE Conference - 2018)

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Skeleton-based method for activity recognition problem

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microsoft activity-recognition kinect svm-classifier covariance-matrix video-segmentation one-vs-rest

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