LinearLocalTangentSpaceAlignment converter used to construct embeddings as described in:
Zhang, T., Yang, J., Zhao, D., & Ge, X. (2007). Linear local tangent space alignment and application to face recognition. Neurocomputing, 70(7-9), 1547-1553. Retrieved from http://linkinghub.elsevier.com/retrieve/pii/S0925231206004577
This method is hardly applicable to very high-dimensional data due to necessity to solve eigenproblem involving matrix of size (dim x dim).
Definition at line 38 of file LinearLocalTangentSpaceAlignment.h.
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|simple ||features to be used |
|matrix ||weight matrix |
|dimension ||dimension of embedding |
- null-space approximation feature matrix
Definition at line 37 of file LinearLocalTangentSpaceAlignment.cpp.
|const char * get_name
The documentation for this class was generated from the following files: