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基于径向基神经网络的字符和数字的训练,主要用于车牌识别,效果不错-RBF neural network based on the characters and figures of training, mainly used for license plate recognition, good results
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这是基于matlab的车牌字符识别完整程序,内容详尽,可操作性强,是做模式识别难得的参考资料-This is based on the license plate character recognition matlab complete procedures, and detailed, easy to operate, is so rare reference pattern recognition
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利用神经网络进行车牌识别,图像先进行二值化,通过多次学习从而建立满足一定要求的识别网络。-License Plate Recognition using neural networks, the binary image before, through multiple learning to recognize the establishment of the network meet certain requirements.
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车牌识别、字符分割、BP神经网络罗matlab源程序-License plate recognition, character segmentation, BP neural network matlab source Luo
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本文将BP神经网络应用于车牌的自动识别,在简述BP神经网络的基础上,重点讨论了用BP神经网络方法对车牌照字符的识别,用MATLAB完成了对车牌照数字识别的模拟,最后得出实验结果,证明这种方法是高效-BP neural networks used in automatic license plate recognition, in brief, based on BP neural network, focused on the BP neural network method for vehic
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本书系统地介绍了图像处理与识别的基本原理、典型方法和实用技术。全书共分12章,第1章-第6章是图像处理与识别的基础内容,包括图像科学综述、MATLAB语言图像编程、图像增强、图像分割、图像特征提取和图像识别;第7章-第10章是图像处理与识别的工程实例,涵盖了医学图像处理、文字识别和自导引小车路径识别等应用实例,并结合理论算法,提供了大量MATLAB代码程序,以帮助读者掌握如何使用MATLAB语言快速进行算法的仿真、调试和估计等方法。第11章-第12章,是两个综合性较强的实例,分别足Visual
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基于MATLAB的车牌识别,主要用到Canny边缘检测算法。-MATLAB-based license plate recognition, mainly used Canny edge detection algorithm.
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基于图像的车牌自动识别技术,包含matlab程序代码、图例和程序说明,希望能帮助大家-Automatic license plate recognition based on image technology, including Matlab code, illustration and descr iption of the procedures, we hope to help
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CNN - 主程序
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusbergpalm/DeepLearnToolbox
作者:陆振波
电子
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基于网上的matlab版lenet5,改成识别车牌字符,仅仅识别英文字符和数字。收集图片功能,训练,识别功能。-Based on the online version of matlab lenet5, changed license plate character recognition, identifies only English characters and numbers. Collection picture function, training and recognition.
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[原创]混沌分析,聚类分析,支持向量机,群体智能优化,深度学习(卷积神经网络)Matlab工具箱全开源版本下载
作者: 陆振波
毕业院校:海军工程大学,船舶与海洋工程(水声工程),博士
精通方向:信号处理,图像处理,人工智能,模式识别,支持向量机,深度学习,机器学习,机器视觉,群体智能,非线性与混沌,Matlab与VC++混编,大数据
擅长技能:团队激励,战略规划,企业文化,组织架构,C,C++,Matlab,OpenCV,并行计算,图像处理,智能视觉,卷积神经网络,人脸检测,行
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计算多重分形非趋势波动分析matlab程序,用MATLAB编写的遗传算法路径规划,车牌识别定位程序的部分功能。- Calculation multifractal detrended fluctuation analysis matlab program, Genetic algorithms using MATLAB path planning, Part of the license plate recognition locator feature.
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车牌识别定位程序的部分功能,外文资料里面的源代码,matlab实现了五类灰色关联度模型的计算。- Part of the license plate recognition locator feature, Foreign materials inside the source code, matlab implements five gray correlation degree computing model.
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构成不同频率的调制信号,车牌识别定位程序的部分功能,用MATLAB编写的遗传算法路径规划。- Constituting the modulated signals of different frequencies, Part of the license plate recognition locator feature, Genetic algorithms using MATLAB path planning.
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对于初学者具有参考意义,车牌识别定位程序的部分功能,在matlab R2009b调试通过。- For beginners with a reference value, Part of the license plate recognition locator feature, In matlab R2009b debugging through.
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车牌识别定位程序的部分功能,使用混沌与分形分析的例程,插值与拟合的matlab实现。- Part of the license plate recognition locator feature, Use Chaos and fractal analysis routines, Interpolation and fitting matlab implementation.
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基于神经网络的车牌识别,在原有基础上增多了训练集,提高了识别的准确度(Vehicle license plate recognition based on neural network increases the training set and improves the accuracy of recognition.)
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用matlab实现车牌试别,包括定位、分割和字符识别,识别方法是神经网络。(Using MATLAB to realize license plate classification, including location, segmentation and character recognition. The recognition method is neural network.)
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