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SCALESPACE
2015
Springer
4 years 3 months ago
New Approximation of a Scale Space Kernel on SE(3) and Applications in Neuroimaging
We provide a new, analytic kernel for scale space filtering of dMRI data. The kernel is an approximation for the Green’s function of a hypo-elliptic diffusion on the 3D rigid b...
Jorg M. Portegies, Gonzalo R. Sanguinetti, Stephan...
KDD
2010
ACM
272views Data Mining» more  KDD 2010»
9 years 6 months ago
Scalable similarity search with optimized kernel hashing
Scalable similarity search is the core of many large scale learning or data mining applications. Recently, many research results demonstrate that one promising approach is creatin...
Junfeng He, Wei Liu, Shih-Fu Chang
SIGMOD
2010
ACM
324views Database» more  SIGMOD 2010»
10 years 25 days ago
Similarity search and locality sensitive hashing using ternary content addressable memories
Similarity search methods are widely used as kernels in various data mining and machine learning applications including those in computational biology, web search/clustering. Near...
Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojy...
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