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emd's Introduction

emd

emdOrigin: rubner的原始emd算法,test example1 example2 是测试例子 drawHis 是带画数据柱状图的测试用例 base on the code released from Rubner Code for the Earth Movers Distance (EMD):http://robotics.stanford.edu/~rubner/emd/default.htm

emd1DTeseter: 实现 论文A Closed-form Gradient for the 1D Earth Mover's Distance for Spectral Deep Learning on Biological Data 中的1D emd 近似算法和近似1D emd的梯度计算算法,(平衡状态,及Supply和Demand 的总量一样多) 可以随机生成数据,计算emd距离及梯度,并保存结果 batch 可以计算多组随机数据的结果并保存

simpleEMD: emd性质的测试,比较实验 测试对比rubner的emd 和opencv的emd、测试不同的数据、测试不同的delta(梯度的delta)

dataProcess: 处理二维图像近似推广的emd距离和梯度,自己控制的二维数据测试性质

dataPreProcess:图片预处理之重命名,裁剪,拼接,缩放

alignProcess: 做图像预对准

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