Character Image Recognition Based on the Improved BP Neural Network

Hong Zhao

doi:10.4028/www.scientific.net/AMM.58-60.2655

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Data Processing of Laser Metal Deposition Shaping Technology: Part I. Layered Algorithm Research
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Data Processing of Laser Metal Deposition Shaping Technology: Part II. Contour Scanning Path Research
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Data Processing of Laser Metal Deposition Shaping Technology: Part III. Filling Scanning Path Research
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A Process-Collaboration Oriented Outsourcing Manufacturing Execution Framework Based on Multi-Agent System
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Character Image Recognition Based on the Improved BP Neural Network
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Applicatiions and Research of Data Mining in Teaching
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Design of the Circuit for FSK Modulation Based on AD9910
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One Circuit Design for Suppressing Surge Current of Switching Power Supply
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Application of FIFO Integrated into FPGA in the Image Acquisition and Storage System
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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 58-60Character Image Recognition Based on the Improved...

Character Image Recognition Based on the Improved BP Neural Network

Abstract:

This paper raises a kind of improved BP algorithm in order to compensate for some shortcomings which exist in traditional BP neural network. It has been applied to the recognition of character images. Computer simulation results demonstrate that it does bring about an ideal result.

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Periodical:

Applied Mechanics and Materials (Volumes 58-60)

Pages:

2655-2658

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.58-60.2655

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Online since:

June 2011

Authors:

Hong Zhao

Keywords:

BP Algorithm, Character Image Recognition, Neural Network (NN)

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References

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