148,583 research outputs found
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database
In this paper we present a novel architecture for storing visual data.
Effective storing, browsing and searching collections of images is one of the
most important challenges of computer science. The design of architecture for
storing such data requires a set of tools and frameworks such as SQL database
management systems and service-oriented frameworks. The proposed solution is
based on a multi-layer architecture, which allows to replace any component
without recompilation of other components. The approach contains five
components, i.e. Model, Base Engine, Concrete Engine, CBIR service and
Presentation. They were based on two well-known design patterns: Dependency
Injection and Inverse of Control. For experimental purposes we implemented the
SURF local interest point detector as a feature extractor and -means
clustering as indexer. The presented architecture is intended for content-based
retrieval systems simulation purposes as well as for real-world CBIR tasks.Comment: Accepted for the 14th International Conference on Artificial
Intelligence and Soft Computing, ICAISC, June 14-18, 2015, Zakopane, Polan
Structure of Defective Crystals at Finite Temperatures: A Quasi-Harmonic Lattice Dynamics Approach
In this paper we extend the classical method of lattice dynamics to defective
crystals with partial symmetries. We start by a nominal defect configuration
and first relax it statically. Having the static equilibrium configuration, we
use a quasiharmonic lattice dynamics approach to approximate the free energy.
Finally, the defect structure at a finite temperature is obtained by minimizing
the approximate Helmholtz free energy. For higher temperatures we take the
relaxed configuration at a lower temperature as the reference configuration.
This method can be used to semi-analytically study the structure of defects at
low but non-zero temperatures, where molecular dynamics cannot be used. As an
example, we obtain the finite temperature structure of two 180^o domain walls
in a 2-D lattice of interacting dipoles. We dynamically relax both the position
and polarization vectors. In particular, we show that increasing temperature
the domain wall thicknesses increase
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