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On-line handwriting recognition
Proceedings of the IEEE, 1992For large-alphabet languages, like Japanese, handwriting input using an online recognition technique is essential for input accuracy and speed. However, there are serious problems that prevent high recognition accuracy of unconstrained handwriting. First, the thousands of ideographic Japanese characters of Chinese origin (called Kanji) can be written ...
Toru Wakahara +2 more
exaly +2 more sources
Handwriting and pattern recognition
IEEE Transactions on Information Theory, 1962Handwriting can be characterized as a sequence of basic strokes connected according to rule. Handwriting so generated approximates that of humans very closely. Such a matching process can be used as the fundamental principle in a handwriting recognizer.
exaly +2 more sources
Offline Arabic handwriting recognition: a survey
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006The automatic recognition of text on scanned images has enabled many applications such as searching for words in large volumes of documents, automatic sorting of postal mail, and convenient editing of previously printed documents. The domain of handwriting in the Arabic script presents unique technical challenges and has been addressed more recently ...
Venu Govindaraju
exaly +3 more sources
Handwriting Recognition with Multigrams
2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2017We introduce a novel handwriting recognition approach based on sub-lexical units known as multigrams of characters, that are variable lengths characters sequences. A Hidden Semi Markov model is used to model the multigrams occurrences within the target language corpus.
Wassim Swaileh +3 more
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Trends in Handwriting Recognition
2010 3rd International Conference on Emerging Trends in Engineering and Technology, 2010The field of Handwriting recognition has evolved over the past three or four decades into a broad based activity which has had a measurable impact on applications. Some of the most significant practical impact has occurred in the past decade in handwriting recognition.
Jayashree R. Prasad, Uday V. Kulkarni
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EVOLUTIONARY PROTOTYPING FOR HANDWRITING RECOGNITION
International Journal of Pattern Recognition and Artificial Intelligence, 2007A new prototyping method based on the evolutionary computation paradigm and on the concept of Vector Quantization is proposed. It uses a specifically devised evolutionary algorithm for evolving a set of prototype feature vectors and does not require any a priori knowledge about either the actual number of prototypes or the statistical properties of the
Luigi P. Cordella +2 more
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Arabic Handwriting Recognition with Wavelets
2021In this paper, we explore wavelet analysis for recognizing Arabic handwriting. Thus, two main studies are undertaken. First, we use some wavelets namely (db4, sym4 and coif1) and related techniques of feature extraction for the purpose of recognition of Arabic handwritten words’ images coming from the IFN/ENIT database.
Zahia Tamen +2 more
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