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阅读排行榜

直接上图


脑图源文件下载地址
http://www.cppblog.com/Files/humanchao/LSH(Locality%20Sensitive%20Hashing).zip

参考文献:

Website:

[1] http://people.csail.mit.edu/indyk/ (LSH原作者)

[2] http://www.mit.edu/~andoni/LSH/ (E2LSH)


Paper:

[1] Approximate nearest neighbor: towards removing the curse of dimensionality

[2] Similarity search in high dimensions via hashing

[3] Locality-sensitive hashing scheme based on p-stable distributions 

[4] MultiProbe LSH Efficient Indexing for HighDimensional Similarity Search

[5] Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions

Tutorial:

[1] Locality-Sensitive Hashing for Finding Nearest Neighbors

[2] Approximate Proximity Problems in High Dimensions via Locality-Sensitive Hashing

[3] Similarity Search in High Dimensions


Book:

[1] Mining of Massive Datasets
[2] Nearest Neighbor Methods in Learning and Vision: Theory and Practice


Cdoe:

[1] http://sourceforge.net/projects/lshkit/?source=directory

[2] http://tarsos.0110.be/releases/TarsosLSH/TarsosLSH-0.5/TarsosLSH-0.5-Readme.html 

[3] http://www.cse.ohio-state.edu/~kulis/klsh/klsh.htm 

[4] http://code.google.com/p/likelike/ 

[5] https://github.com/yahoo/Optimal-LSH

[6] OpenCV LSH(分别位于legacy module和flann module中)




posted on 2017-05-24 09:16 胡满超 阅读(227) 评论(0)  编辑 收藏 引用 所属分类: 算法

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