Thursday, December 19, 2019
India has always been known for its rich cultural...
India has always been known for its rich cultural diversity. There are tens of thousands of literature work written in different languages. These work are sometimes required to be converted into digital form for portability and convenience. Script Identification of Indian languages has always been a challenging task due to similarity that occur between the scripts. The challenge is even deepened when distinguishing a language which uses the same script. For example the Bangla script is used to write Assamese, Bengali and Manipuri languages. There are various known techniques which have been used for the problem. These techniques are broadly classified under local and global approaches. Though global techniques are known for their lessâ⬠¦show more contentâ⬠¦These reasons ensure the demand for hard copy documents. Engineers are tackling ways to create intelligent software which can automatically analyze, extract, convert and store the text from these documents and digitize it for editing, transferring and resource efficient storing. This field of engineering falls into a general heading under the sub-domain of Digital Signal Processing called, Document image analysis, which has been a fast growing and challenging research area in recent years. Most of the Optical Character Recognition (OCR) system works on a critical assumption on the script used in the image document that is supplied for recognition. A falsely selected choice of language or script type will hinder the performance of the OCR system. Therefore human intervention is required to select the appropriate package related to the supplied documents. This approach is certainly inappropriate, inefficient, impractical and undesirable. An intermediate process of script identification is required to be appended after the normal preprocessing step of skew correction, resizing, cropping and binarization. The output of this script identification process helps to determine the script used in the documents, and thus human intervention can be eliminated. Automatic script identification will not only enable to identify the script, but it can be further implemented for archiving work such as sorting and searching of document image for aShow MoreRelatedThe Discovery of India5368 Words à |à 22 PagesThe Discovery of India The Discovery of India was written by Jawaharlal Nehru, the first Prime Minister of India, when he was imprisoned for five months in the Ahmednagar fort during the Indian independence movement. The book was published in 1946, a year before India gained independence. Many scholars who have published elaborate studies in the field of Indian history have called the book as a classic. 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