Touchless Written English Characters Recognition using Neural Network
Journal Title: International Journal of Computer & organization Trends(IJCOT) - Year 2012, Vol 2, Issue 3
Abstract
Touchless written English character recognizer (TER), a new touchless approach to write and an intelligent approach to recognize English characters has been proposed in this paper. In TER, the inputs of English characters have been taken by touchless fashion i.e. by sensing specific color object with a moving hand tracking in front of a webcam. Then they have been recognized by efficient Artificial Neural Network (ANN). Like the application of other traditional computer input devices such as mouse or keyboard, TER can be extended to write and recognize English words and sentences by adding characters one by one to the text editor. Proposed TER has been applied for several different forms of touchless writings, namely 26 English characters and 10 English digits. Here for training, ANN with Scale Conjugate Gradient (SCG) method has been used that converges the training time faster and recognizes with good generalization ability. TER can be useful for the disabled persons.
Authors and Affiliations
Bikash Chandra Karmokar1 , M. A. Parvez Mahmud2 , Md. Kibria Siddiquee3 , Kawser Wazed Nafi4 , Tonny Shekha Kar5
Keywords
Related Articles
- EP ID EP109270
- DOI -
- Views 102
- Downloads 0
A Novel Approach of a n effective image retrieval scheme using color, texture and shape features
In this paper, we present a new and effective color image retrieval scheme for combining all the three i.e. color, texture and shape information, which achieved higher retrieval efficiency. Firstly, the image is predeter...
Power Efficient Weighted Modulo 2n+1 Adder
The comparison of three different architectures for modulo 2n+1 adders are introduced in this paper. The first two architecture can be implemented different power consumptions, while maintain the same delay. The partitio...
Image Registration Methods and Validation Techniques
Image registration is the process of aligning two or more images into a common coordinate system. The images can be of the same object taken at different time instants or angles or by different sensors. The images can al...
HASBE: A Hierarchical Attribute Set Based Encryption For Flexible, Scalable And Fine Grained Access Control In Cloud Computing
At present cloud computing is going to be very famous technology in IT enterprises. For a company, the data stored is huge and it is very precious. All functions are performed through networks. Thus, it becomes very impo...
Challenges of Mobile Cloud Computing
This article summarized the concept of Mobile cloud computing, pointed out many problems about Mobile cloud computing, and proposed the solving methods.