Identification of various writer"s handwritten Text using Scale Invariant Feature Transform

Now a day"s OCR helps us to recognize text from images but it is not operated with handwritten characters. So we proposed new methodology to recognize handwritten characters. In existing system LoG filter is used to segment the writer"s handwriting image into word regions the SIFT descriptors (SDs) of WRs and the corresponding scales and orientations (SOs) are extracted which is part of SIFT have been utilized to recognize the features.

[1]  Christian Viard-Gaudin,et al.  Online writer identification using character prototypes distributions , 2008, Electronic Imaging.

[2]  Louis Vuurpijl,et al.  Writer identification through information retrieval: the allograph weight vector , 2008, ICFHR 2008.

[3]  P. Kannan,et al.  A Literature survey for Object Recognition using Neural Networks in FPGA , 2014 .

[4]  Graham Leedham,et al.  Extraction and Analysis of Document Examiner Features from Vector Skeletons of Grapheme 'th' , 2006, Document Analysis Systems.

[5]  Lambert Schomaker,et al.  Text-Independent Writer Identification and Verification Using Textural and Allographic Features , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[6]  Multilayer Perceptron-Back Propagation.  A Literature survey for Object Recognition using Neural Networks in FPGA , 2014 .

[7]  Masatsugu Kidode,et al.  Individuality analysis of online Kanji handwriting , 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).

[8]  Teuvo Kohonen,et al.  The self-organizing map , 1990, Neurocomputing.

[9]  Lambert Schomaker,et al.  Automatic writer identification using connected-component contours and edge-based features of uppercase Western script , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Labiba Souici-Meslati,et al.  Text-independent writer recognition using multi-script handwritten texts , 2013, Pattern Recognit. Lett..

[11]  Xiaoqing Ding,et al.  Writer identification using directional element features and linear transform , 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

[12]  Réjean Plamondon,et al.  Automatic signature verification and writer identification - the state of the art , 1989, Pattern Recognit..

[13]  Nasser Kehtarnavaz,et al.  Proceedings of SPIE - The International Society for Optical Engineering , 1991 .

[14]  Karlo Steinke.  Recognition of writers by handwriting images , 1981, Pattern Recognit..

[15]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[16]  Tieniu Tan,et al.  Biometric personal identification based on handwriting , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[17]  Tieniu Tan,et al.  Personal identification based on handwriting , 2000, Pattern Recognit..