Code & Data

SynHead

SynHead is a large-scale synthetic dataset for video-based head pose estimation with over 500K frames of 10 head models and 70 motion tracks.

NVGesture

NVGesture is a multi-modal (color, depth, optical flow and stereo-IR) dataset for online detection and classification of dynamic hand gestures.

SNV

SNV is an open source MATLAB/C++ implementation of the super normal vector for human activity recognition using depth sequences.

SSCV

SSCV is an open source MATLAB implementation of the super sparse coding vector for human action recognition.

CascadeSVMs

CascadeSVMs is an open source C++ implementation of our proposed CascadeSVMs algorithm to handle highly imbalanced large-scale data learning.

ActionHOG

ActionHOG is an open source C++ implementation of an efficient local spatio-temporal feature for human activity analysis.

DMM-HOG

DMM-HOG is an open source MATLAB implementation of the depth motion maps feature for human action and hand gesture recognition in depth videos.