Real-Time Human Pose Estimation and Gesture Recognition from Depth Images Using Superpixels and SVM Classifier.
Hanguen KimSangwon LeeDongsung LeeSoonmin ChoiJinsun JuHyun MyungPublished in: Sensors (2015)
Keyphrases
- depth images
- human pose estimation
- gesture recognition
- superpixels
- support vector machine
- pose estimation
- multiscale
- natural images
- human computer interaction
- depth information
- object segmentation
- human pose
- segmentation algorithm
- hidden markov models
- input image
- long range
- conditional random fields
- support vector
- low resolution
- depth map
- feature vectors
- segmentation method
- random forests
- image patches
- training set
- bounding box
- machine learning
- object recognition
- multiple images
- image classification
- color information
- graph structure
- multi class
- semi supervised
- intensity images
- vision system
- pairwise
- similarity measure