Hand-written Character Recognition System Using Uniform Division of Training Samples on Subspace Method.
نویسندگان
چکیده
منابع مشابه
Hand Written Character Recognition System
Hand written character recognition is one of the focused areas of research in the field of Artificial intelligence. An Artificial Neural Network (ANN) is an information processing paradigm that is inspired by the way biological nervous systems, such as the brain, process information. The key element of this paradigm is the novel structure of the information processing system. It is composed of ...
متن کاملLarge Scale Hand-written Character Recognition System Using Subspace Method - Systems, Man and Cybernetics, 1996., IEEE International Conference on
In spite of the fact that subspace method can approximate the distribution of categories precisely, only a few attempts have so far been made at applying it in hand-written character recognition. The subspace method proposed by Watanabe offers the basic concept of subspace construction, but the issue of how to use the limited samples to construct effective subspace to avoid the problem of the s...
متن کاملHand Written Character Recognition Using Dynamic Reshaping
In this project, we propose a new approach to hand written character recognition, called dynamic reshaping, which avoids the respective drawbacks of classical neural network approaches. Contrary to the neural network based recognition, our scheme does not need any training set, instead, only very limited character templates are needed. Dynamic reshaping recognition is based on the dynamic trans...
متن کاملBangla Hand Written Character Recognition
This paper discusses the different methods for optical character recognition (OCR), which has been an important field to research from a few decades due its huge necessity to convert paper documents or books in computer readable format. Though Bangla (widely used as Bengali) is one of the top uses language among the other languages, but there is no reliable character recognizer for this. Our wo...
متن کاملSegmentation Methods for Hand Written Character Recognition
Hand written Character Recognition is area of research since many years. Automation of existing manual system is need of most industries as well as government areas. Recognition of hand written characters is a demand for many fields. In this paper we have discussed our approach for hand written character segmentation. This paper discusses various methodologies to segment a text based image at v...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Interdisciplinary Information Sciences
سال: 1996
ISSN: 1347-6157,1340-9050
DOI: 10.4036/iis.1996.159