Using Dynamic Time Warping Algorithm Optimization For Fast Human Action Recognition
Journal Title: Acta Technica Napocensis- Electronica-Telecomunicatii (Electronics and Telecommunications) - Year 2010, Vol 51, Issue 2
Abstract
In this paper, we present an approach based on dynamic programming and neural network for recognition and matching human action. Each human action is represented by the angular motion of the body parts. Each body part angular motion is represented by an one-dimensional time series. These time series are then compared separately for every body part with templates using dynamic programming (DTW). The results of the comparisons are used as input for a neural network that classifies the human action.
Authors and Affiliations
Tamás VAJDA
Keywords
Related Articles
- EP ID EP113313
- DOI -
- Views 123
- Downloads 0
NOAA Signal Decoding And Image Processing Using GNU-Radio
The paper presents several technical issues and software implementations proposed in order to decode, process, and render images received from NOAA satellites. NOAA satellites are seeking extreme weather events on Earth....
An Experimental Architecture For Basic IPTV Concepts Implementation and Testing
The paper describes basic concepts and a practical implementation of a simple architecture for IPTV content creation and distribution. The architecture is conceived to make possible extensive tests. Audio-video content i...
Reliable Power Integrity Analysis Using MATLAB
In Power Distribution Network (PDN) design of high-speed systems appears to be contradictory design philosophies, component selection and layout rules. A not properly designed power distribution increases the supply rail...
Aspects of a Low-Cost Ground Station Development for GENSO Network
This paper presents the development and setup of a GENSO ground station at the Technical University of Cluj-Napoca. The ground station will be capable of automatic tracking of selected LEO satellites by using steerable h...
Improved VHF Ground Station For NOAA Weather Satellite APT Image Reception
This paper presents a short overview of the available LEO weather satellites transmitting APT (Automatic Picture Transmission) images. Also, this paper shows the development and setup of an advanced VHF ground station ca...