Discriminative human action recognition in the learned hierarchical manifold space.

Lei Han Xinxiao Wu Wei Liang Guangming Hou Yunde Jia

Published in: Image Vis. Comput. (2010)

Keyphrases

action recognition
action classification
static images
mid level
human movements
low dimensional
human actions
latent space
human activities
bag of words

activity recognition
human detection
recognizing actions
motion history images
gaussian process latent variable models
computer vision
recognition of human actions
recognizing human actions
human object interactions
space time

body parts
motion capture data
deformable part models
high dimensional
geometric structure
latent variables
max margin
human pose
view invariant
mid level features

probabilistic model
machine learning
action primitives
action recognition in videos
class specific
bag of features
generative model
image retrieval
feature selection