Description: 本文以活体指纹录入仪为指纹采集手段，以个人计算机作为处理平
台，综合运用图像处理和模式识别技术，深入、系统地研究了指纹自动
识别的理论和技术，并且详细的探讨了指纹图像预处理过程的实现，提
出了一种改进的指纹图像全局特征点的提取方法。并在此基层上完成了
指纹分类算法，提出并建立了基于全局特征的指纹识别方法-paper to live fingerprint recording instrument for fingerprint acquisition means a personal computer as a processing platform, comprehensive use of image processing and pattern recognition technology, in-depth, systematic study of the Automatic Fingerprint Identification theory and technology, and detailed exploration of the fingerprint image preprocessing the realization of the process, It proposed a fingerprint image of the overall feature points extraction methods. And in this grassroots completed fingerprint classification algorithm, and the establishment based on the overall characteristics of the fingerprint identification method Platform: |
Size: 2581844 |
Author:宋波 |
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Description: 本文以活体指纹录入仪为指纹采集手段，以个人计算机作为处理平
台，综合运用图像处理和模式识别技术，深入、系统地研究了指纹自动
识别的理论和技术，并且详细的探讨了指纹图像预处理过程的实现，提
出了一种改进的指纹图像全局特征点的提取方法。并在此基层上完成了
指纹分类算法，提出并建立了基于全局特征的指纹识别方法-paper to live fingerprint recording instrument for fingerprint acquisition means a personal computer as a processing platform, comprehensive use of image processing and pattern recognition technology, in-depth, systematic study of the Automatic Fingerprint Identification theory and technology, and detailed exploration of the fingerprint image preprocessing the realization of the process, It proposed a fingerprint image of the overall feature points extraction methods. And in this grassroots completed fingerprint classification algorithm, and the establishment based on the overall characteristics of the fingerprint identification method Platform: |
Size: 2581504 |
Author:宋波 |
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Description: 一种基于纹理分类的数字指纹授权认证系统，matlab实现，在傅立叶域中嵌入数字指纹-texture classification based on the number of authorized fingerprint authentication system, the realization of Matlab, Fourier domain embedded in digital fingerprints Platform: |
Size: 461824 |
Author:刘波 |
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Description: 做模式分类时（例如指纹识别，人脸识别），一个需要处理的难题是维数非常大，人脸往往是百万维的，目前计算机的能力还不足以快速地计算这么高维的数据。pca是一中降维的方法，用它可以把高维数据映射到一个维数较低的空间上考虑。-To do pattern classification (for example, fingerprint identification, face recognition), a need to deal with the problem is very large dimension, often millions of people face-dimensional, the current capacity of the computer fast enough to calculate such a high-dimensional data. PCA is a dimensionality reduction of the method, it can be high dimensional data is mapped to a lower dimension space to consider. Platform: |
Size: 1024 |
Author:李志焕 |
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Description: Type Classification Code:
main.m (program control)
discretize.m (converts image to discrete values)
plotimg.m (plots images)
dirImg.m (computes the directional image)
extract.m (extracts square portion of image - called by dirImg)
slitSum.m (computes the slit sum direction - called by dirImg)
tileImg.m (tiles the image and computes new directions)
averImg.m (smoothes the image)
angleImg.m (computes the angles from the vector representation)
Poincare.m (computes the core-delta points)
temp.m (extracts the core-delta points and locations)
Correlation Code:
proj.m (program control)
plotimg.m (plots images)
discretize.m (converts image to discrete values)
normalize.m (normalizes images)
corrfft.m (computes the correlation)
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-Type Classification Code: main.m (program control) discretize.m (converts image to discrete values) plotimg.m (plots images) dirImg.m (computes the directional image) extract.m (extracts square portion of image- called by dirImg ) slitSum.m (computes the slit sum direction- called by dirImg) tileImg.m (tiles the image and computes new directions) averImg.m (smoothes the image) angleImg.m (computes the angles from the vector representation) Poincare.m (computes the core-delta points) temp.m (extracts the core-delta points and locations) Correlation Code: proj.m (program control) plotimg.m (plots images) discretize.m (converts image to discrete values) normalize. m (normalizes images) corrfft.m (computes the correlation )-------------------------------------------------------------------------------- Platform: |
Size: 6144 |
Author:小熊 |
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Description: 本程序是在matlab的开发环境下，利用对指纹图像进行分类识别-This procedure is a development environment in matlab using the classification of fingerprint images to identify Platform: |
Size: 620544 |
Author:郭伟华 |
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Description: 指纹图像的质量测量与评价,在指纹图像分割、增强及指纹匹配等环节都有重要应用. 同时,指纹图像的质量分类,对指纹识别算法的适用性研究也有重要意义. 本文提出一种基于支持向量机的指纹图像质量分类方法.该方法选择梯度、Gabor特征、方向对比度等指标,利用支持向量机有效实现指纹图像质量分类. 并采用少类样本合成过采样技术( SMOTE)降低指纹图像质量好坏的类别不平衡问题对分类的影响. 理论分析和实验结果都表明该方法能够较为有效地提高指纹图像质量分类的正确率.-Fingerprint Image Quality Measurement and evaluation, in the fingerprint image segmentation, enhancement and fingerprint matching has important applications such links. Meanwhile, the quality of fingerprint image classification, on the applicability of fingerprint recognition algorithm is also important. In this paper, based on support vector machine classification of fingerprint image quality. The method chosen gradient, Gabor features, such as indicators of the direction of contrast, the effective use of support vector machine classification of fingerprint image quality. and use a small sample of synthetic over-sampling technique class (SMOTE) lower quality fingerprint image the type of imbalance bad influence on the classification. Theoretical analysis and experimental results show that the method can be used effectively to improve the quality of fingerprint image classification accuracy. Platform: |
Size: 564224 |
Author:郭事业 |
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Description: 利用厅异点的类别和个数，对指纹进行分类的方法，全指纹分类程序，谨供参考-Use of the Office of the type and number of different points of fingerprint classification method, the whole fingerprint classification procedures for information Platform: |
Size: 4945920 |
Author:刘谦 |
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Description: 此程序为指纹识别中重要一步指纹分类的MATLAB源码-This program is an important step in fingerprint identification fingerprint classification MATLAB source code Platform: |
Size: 2048 |
Author:Vivian |
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Description: 指纹分类是指纹准确识别的前提，该程序是指纹分类源码-Fingerprint classification is a prerequisite to accurately identify the fingerprint, fingerprint classification code of the program is Platform: |
Size: 2048 |
Author:Vivian |
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Description: 该程序是指纹分类源码，其中计算方向场部分MATLAB源码-The program is fingerprint classification code, which calculate the direction of the field part of the MATLAB source code Platform: |
Size: 2048 |
Author:Vivian |
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Description: 指纹分类是指纹识别重要的环节，该程序是指纹分类中FINDFIIRSTDOWNMAX部分MATLAB源码-Fingerprint classification is an important part of fingerprint recognition, fingerprint classification of the program is part of MATLAB source FINDFIIRSTDOWNMAX Platform: |
Size: 1024 |
Author:Vivian |
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Description: 指纹分类是指纹识别重要环节，该程序是指纹分类中LENXMID的MATLAB源码-Fingerprint classification is an important part of fingerprint identification, fingerprint classification in the program is the MATLAB source LENXMID Platform: |
Size: 1024 |
Author:Vivian |
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Search - fingerprint classification