By Jesъs Arбmburo and Antonio Ramнrez Treviсo
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3. Arabic character characteristics The Arabic alphabet contains basically 28 letters are written from write to left. Each letter can take from two to five different shapes, thus, roughly the alphabet set can expand to 84 different shapes according to the position of the letter (beginning, middle, end or isolated) as well as according to the style of writing (Nasekh, Roqa’a, Farisi and few others). This is one reason makes Arabic recognition complex. The second reason is the similarities among the different letters and the differences among the same latter.
G. (2002); A method for burning detection in grinding process using acoustic emission and effective electrical power signal, CIRP Journal of Manufacturing Systems, 31, 2002, 253-257, Paris. Bhushan B. (2001), Modern tribology handbook, CRC Press LLC, 2001. , Tönshoff H. , Czenkusch, C. (1998), Modelling and optimization of grinding process, Journal of Intelligent Manufacturing, 9, 1998, 303314. 44 Advances in Robotics, Automation and Control Dornfeld, D. A. (1985), Manufacturing process monitoring and analysis using acoustic emission, Journal Acoustic Emission, 4, No.
Group the 1968 vectors (vctr) according to their represented character. For instance, the group of letter Sheen has (in our database) 48 different Sheen that were written by 48 different writers, so it will have 48 vectors (vctr) 3. Average each group (MATLAB function “mean” was used in our experiments). By now you should get one vector (vctr) for each group. These are the codes (vctrs) located in the codebook. 6. Results and discussion Once the codebook is installed the algorithm is ready for testing.
Advances in Robotics Automation and Control by Jesъs Arбmburo and Antonio Ramнrez Treviсo