Vision Based Gesture Recognition for Alphabetical Hand Gestures Using the SVM Classifier
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2012, Vol 3, Issue 7
Abstract
In this paper we discuss how a Gesture Recognition system for Alphabetical Hand Gestures is built. The main motive was to develop a system that can simplify the way humans interact with computers. The system is designed using the Support Vector Machine (SVM) Classifier which is widely used for classification and regression testing. SVM training algorithm builds a model that predicts whether a new example falls into one category or other. And the SVM classifier learns from the data points in examples when they are classified belonging to their respective categories.
Authors and Affiliations
Aseema Sultana , T Rajapuspha
Keywords
Related Articles
- EP ID EP124998
- DOI -
- Views 101
- Downloads 0
The Design and Implementation of Land Management Information System (LMIS), Bauchi State Ministry of Lands and Survey
The need to collection, store, process and disseminate information about land availability, ownership and titles is a fundamental task that should be performed by any responsible agency in charge of land administration....
ASPECTS RELATED TO THE SPECIFICATIONS OF SOFTWARE COMPONENTS
Reuse is the major area to be focused in CBSE, where developing the applications can be done by using off the shelf components. In order to reuse a software component the user must understand clearly about the component...
Peer to Peer Cooperation for Caching in Wireless Networks
Some recent studies have shown that cooperative cache can improve the system performance in wireless P2P networks such as ad hoc networks and mesh networks. All these studies are at a very high level, leaving many design...
Performance Comparison of Analog and Digital Radio Over Fiber Link
In order to meet the ever increasing demand for larger transmission bandwidth, Wireless network based on radio-over-fiber technologies is a very beneficial solution. Various disadvantages of Analog Radio over Fiber link...
COMPARATIVE ANALYSIS OF DIFFERENT ROUTING PROTOCOLS IN DELAY TOLERANT NETWORKS
The modern wireless networks have provided a wide range of applications making it possible to successfully interconnect devices and systems which have the wireless connection facility, such as mobile phones, tablets, lap...