A Statistical-Topological Feature Combination for Recognition of Isolated Hand Gestures from Kinect Based Depth Images.
Soumi PaulHayat NasserMita NasipuriPhuc NgoSubhadip BasuIsabelle Debled-RennessonPublished in: IWCIA (2017)
Keyphrases
- hand gestures
- depth images
- gesture recognition
- depth data
- depth cameras
- kinect sensor
- hand gesture recognition
- human computer interaction
- hand shape
- recognition algorithm
- depth information
- pose estimation
- sign language
- time of flight
- depth map
- video camera
- low resolution
- random forests
- color information
- hidden markov models
- image features
- feature vectors
- intensity images
- feature descriptors
- machine learning
- stereo vision
- feature points
- high quality