Onsig-Diploma-Thesis - 源码 - 源码 - 免费下载

Onsig-Diploma-Thesis

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源码售价： 5 个金币积分规则积分充值

资源说明：My Master diploma thesis

Online Signature Verification, student project, Sándor Bordé and Kornél Csernai
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This is a project I made with one of my classmates. Documentation (other than some code comments) is mostly in Hungarian at this point.
The original data set and competition details can be found at http://www.forensic.to/webhome/afha/SigComp.html. We were told to only work on the Dutch Online dataset.

Required packages
=================
* python2
* python2-matplotlib
* python2-numpy
* bash
* gnuplot
* java-sdk
* java-jre

Contents
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* Onsig/*: local, DTW based learner, a NetBeans project
* scripts/*.py: global learner
* scripts/predict.py: voting based prediction
* scripts/cross.py: cross validation framework
* scripts/anomaly.py: anomaly detection based solution, Gaussian distance
* scripts/anomaly-euc.py: anomaly detection based solution, Euclidean distance
* scripts/anomaly-mah.py: anomaly detection based solution, Mahalanobis distance (does not work)
* data-deriv: derived local dataset
* plots/: figures
* plots-sample/: example figures

部分文件列表（点击文件名可查看文件内容）

					
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