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For instance, if (invertible) block permutation of biometric data (e.g., fingerprints in [140] or iris in [138]) is utilized to generate cancelable templates the computational effort of reconstructing (parts of) the original biometric data has to be estimated.
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The real time output is compared with stored templates and the computational analysis is done within microcontroller at site itself.
Given that ideal observer performance is stimulus dependent, the expansion of our setup to include other image manipulations is as simple as including those manipulations in the computational "templates" of the ideal observer and experimental study of human data.
In order to reduce the computational cost in template matching procedure, an iterative hill-climbing approach is used for the optimization.
An information-driven theoretical approach, EFBA, has been proposed for the computational design of aptamer templates based solely on structural information of the biomolecular targets [ 72].
We have proposed an information-driven theoretical approach which is an entropy fragment-based approach (EFBA), for the computational design of aptamer templates based solely on structural information of the biomolecular targets [ 11].
Images were registered to the IS2 template brain (Cachero et al., 2010) with the Computational Morphometry Toolkit (CMTK, http://www.nitrc.org/projects/cmtk).
The computational burden for generating the plant template thus can be obviously reduced by eliminating the identified sets of parameter points in the plant template generation procedure.
Therefore, the computational complexity, in unit of N t -dimensional correlation calculation, of template matching can be represented as O(N ϕ N σ ).
The computational requirements of the algorithm are reduced by restricting the transformation to the template edge points and using invariant information during the comparison process.
In previous work by the authors [ 11], Vector Multiplication Templates (VMTs) were identified as templates for computational problems sustaining certain properties, such that algorithms for solving these problems can be accelerated using efficient matrix multiplication subroutines (similarly to Valiant's algorithm for CFG recognition [ 10]).
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