The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
View-Invariant Representation and Recognition of Actions
International Journal of Computer Vision
Penalized-Distance Volumetric Skeleton Algorithm
IEEE Transactions on Visualization and Computer Graphics
Multidimensional Transfer Functions for Interactive Volume Rendering
IEEE Transactions on Visualization and Computer Graphics
Normalized Gradient Vector Diffusion and Image Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Direct Recovery of Planar-Parallax from Multiple Frames
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Tracking People with Twists and Exponential Maps
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Skeleton Extraction of 3D Objects with Radial Basis Functions
SMI '03 Proceedings of the Shape Modeling International 2003
Boundaries of Visual Motion
Recognizing Action at a Distance
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
The topology of symmetric, second-order tensor fields
VIS '94 Proceedings of the conference on Visualization '94
Deriving the Medial Axis with geometrical arguments for planar shapes
Pattern Recognition Letters
Latent Pose Estimator for Continuous Action Recognition
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part II
Action recognition for surveillance applications using optic flow and SVM
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Human Action Recognition Using Segmented Skeletal Features
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Constructing 3D human model from front and side images
Expert Systems with Applications: An International Journal
Human activity monitoring by local and global finite state machines
Expert Systems with Applications: An International Journal
3D human action recognition using model segmentation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
Human posture recognition with a time-of-flight 3D sensor for in-home applications
Expert Systems with Applications: An International Journal
| Hi-index | 12.05 |
Human action recognition, defined as the understanding of the human basic actions from video streams, has a long history in the area of computer vision and pattern recognition because it can be used for various applications. We propose a novel human action recognition methodology by extracting the human skeletal features and separating them into several human body parts such as face, torso, and limbs to efficiently visualize and analyze the motion of human body parts. Our proposed human action recognition system consists of two steps: (i) automatic skeletal feature extraction and splitting by measuring the similarity between neighbor pixels in the space of diffusion tensor fields, and (ii) human action recognition by using multiple kernel based Support Vector Machine. Experimental results on a set of test database show that our proposed method is very efficient and effective to recognize the actions using few parameters.