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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD)
An International Open Access Journal |   ISSN: 2456-4184 |  IMPACT FACTOR: 5.57

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Paper Title: A REVIEW OF CHARACTER AND OBJECT RECOGNITION USING SMART PHONE
Authors Name: Prof. Sanjay Jondhale , Nayan Manaji Thorat , Kiran Vilas Narkhede , Kalpesh Sunil Patil , Shubham Sethi
Author Reg. ID:
IJNRD_170180
Published Paper Id: IJNRD1712004
Published In: Volume 2 Issue 12, December-2017
Abstract: ABSTRACT People may have difficulty in reading Chines books because there always exist some unfamiliar Chinese characters, so it would be valuable if an application can help users including foreigners to learn them. This paper presents a platform based on mobile devices for helping people to recognize the unfamiliar characters at any time or any place. Firstly, we collect various dataset of Chinese characters to build a complete character set, then create the image library according to that set by segmenting. Secondly, the so-called SIFT features are extracted from the image library to establish feature library. To improve the recognition performance, we filter the SIFT feature points of similar images obtained by SIFT feature matching. Finally, compress the storage of SIFT descriptors to accommodate mobile platform with Similarity Sensitive Coding(SSC) algorithm. At the stage of recognition, the high-dimensional indexing algorithm is applied in finding the top k Chinese characters similar to the image of unfamiliar character by SIF feature , which has the strong versatility and the extension malleability. Then these characters are reordered by SIFT feature matching. The final recognition result is based on the locations of each character in SIFT matching result respectively. We apply that algorithm in Android platform. It shows great performance in recognition and gives smooth experience to users. Keywords :-
Keywords: SIFT, Chinese character recognition, mobile platform.
Cite Article: "A REVIEW OF CHARACTER AND OBJECT RECOGNITION USING SMART PHONE", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.2, Issue 12, page no.15-18, December-2017, Available :http://www.ijnrd.org/papers/IJNRD1712004.pdf
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