IMPACT OF LINEAR DIMENSIONALITY REDUCTION METHODS ON THE PERFORMANCE OF ANOMALY DETECTION ALGORITHMS IN HYPERSPECTRAL IMAGES

Impact of linear dimensionality reduction methods on the performance of anomaly detection algorithms in hyperspectral images

Anomaly Detection (AD) has recently become an important application of hyperspectral images analysis.The goal of these algorithms is to find the objects in the image scene Edibles which are anomalous in comparison to their surrounding background.One way to improve the performance and runtime of these algorithms is to use Dimensionality Reduction (D

read more

Pendulum test: Quantified assessment of the type and level of spasticity in persons with central nervous system lesions

The development of a comprehensive computational model of the pendulum test which is appropriate for the analysis of the pathologic behavior of the leg in humans with the central nervous system (CNS) lesion is presented in this review.The model relates to the pendulum movement of the lower leg (shank TIG Starter Kit and the foot) in the lateral pla

read more

Trade-off between bile resistance and nutritional competence drives Escherichia coli diversification in the mouse gut.

Bacterial diversification is often observed, but underlying mechanisms are difficult to disentangle and remain generally unknown.Moreover, controlled diversification experiments in ecologically relevant environments are lacking.We studied bacterial diversification in the mammalian gut, one of the most complex bacterial environments, where usually h

read more