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This visual dictionary is then used to provide a new representation of the data which should ease any task of classification or retrieval.
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Consideration of unloading processes leads to the analysis of equivalent paths and to the definition of a generalized separation, which provides a new representation of kinematic hardening.
Specifically, we present a neural network architecture based on a variant of auto-encoders, which combines the two modalities, and provides a new representation of the signal, in which the effect of interferences is reduced.
E-FLLat provides a new representation of the data in terms of a set of atoms (dictionary) and matrix of coefficients ϴ.
To do so we provide a new representation ('Clinical Face Phenotype Space'), which is an application of computer vision and machine learning algorithms for analyzing craniofacial dysmorphisms from ordinary photographs.
Contourlets provide a new representation system for image analysis [43].
Animations based on density delay maps provide a new way of visualising dynamical properties of complex systems not apparent in time series graphs or standard Poincaré plot representations.
The use of a globally defined implicit representation could provide a new and promising approach to verify the smoothness of the obtained limit surfaces, which does not require local parametrizations and can deal uniformly with vertices of any valency.
Recently, a class of sparse signal representation (SSR) methods provide a new perspective for wideband DOA estimation [8 11].
This landmark distance model provides a new basis for representation of fiber tracts and can be used for detection and prediction of fiber tracts based on landmarks.
We conjecture that the main computational goal of the ventral stream of visual cortex is to provide a hierarchical representation of new objects/images which is invariant to transformations, stable, and selective for recognition and show how this representation may be continuously learned in an unsupervised way during development and visual experience.
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