A review on handwritten character and numeral recognition for Roman, Arabic, Chinese and Indian scripts
نویسندگان
چکیده
There are a lot of intensive researches on handwritten character recognition (HCR) for almost past four decades. The research has been done on some of popular scripts such as Roman, Arabic, Chinese and Indian. In this paper we present a review on HCR work on the four popular scripts. We have summarized most of the published paper from 2005 to recent and also analyzed the various methods in creating a robust HCR system. We also added some future direction of research on HCR. Keywords: handwritten character recognition, freeman chain code, hidden markov model, support vector machines, artificial neural network
منابع مشابه
Handwritten Character Recognition of South Indian Scripts: A Review
Handwritten character recognition is always a frontier area of research in the field of pattern recognition and image processing and there is a large demand for OCR on hand written documents. Even though, sufficient studies have performed in foreign scripts like Chinese, Japanese and Arabic characters, only a very few work can be traced for handwritten character recognition of Indian scripts es...
متن کاملIJASCSE, Volume 2, Issue 4, 2013
There are a lot of intensive researches on handwritten character recognition (HCR) for almost past four decades. The research has been done on some of popular scripts such as Roman, Arabic, Chinese and Indian. In this paper we present a review on HCR work on the four popular scripts. We have summarized most of the published paper from 2005 to recent and also analyzed the various methods in crea...
متن کاملA Survey on Offline Recognition of South Indian Scripts
Handwritten character recognition is always a frontier area of research in the field of pattern recognition. Even though, sufficient studies have performed in foreign scripts like Arabic, Chinese and Japanese, only a very few work can be traced for handwritten character recognition mainly for the south Indian scripts. Multiple combinations of vowels and consonants along with its modifiers led t...
متن کاملOptical Character Recognition
Optical Character Recognition (OCR) is one of the challenging areas of pattern recognition. It gained popularity among the research community due to its vast application potentials. Extensive research has been done on OCR evidenced by a large number of research articles published in the literature during the last few decades. Most of the research works reported in this area are for Roman, Chine...
متن کاملHandwritten Character Recognition In Malayalam Scripts- A Review
Handwritten character recognition is one of the most challenging and ongoing areas of research in the field of pattern recognition. HCR research is matured for foreign languages like Chinese and Japanese but the problem is much more complex for Indian languages. The problem becomes even more complicated for South Indian languages due to its large character set and the presence of vowels modifie...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CoRR
دوره abs/1308.4902 شماره
صفحات -
تاریخ انتشار 2013