Hand Written Character Recognition using twelve Directional feature Input and Neural Network
نویسندگان
چکیده
منابع مشابه
Hand Written Character Recognition using twelve Directional feature Input and Neural Network
In this paper, we have applied a new feature extraction technique to calculate only twelve directional feature inputs depending upon the gradients. Features extracted from handwritten characters are directions of pixels with respect to their neighboring pixels. These inputs are given to a back propagation neural network with one hidden layer and one output layer. An analysis has been also carri...
متن کاملArabic Hand Written Character Recognition Using Modified Multi-Neural Network
Hand written recognition is an interesting area of current artificial intelligence and advanced computing’s researchers. The complexity of the language controls the ability and the challenge of recognition its characters, whereas this complexity and uncertainty becomes multiplied. The use of Latin languages like English, or Spanish, limits the uncertainty because of the limited structure of the...
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 کاملHand 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 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: International Journal of Computer Applications
سال: 2010
ISSN: 0975-8887
DOI: 10.5120/78-173