Active regions for colour texture segmentation integrating region and boundary information

In this paper a colour texture segmentation method, which unifies region and boundary information, is proposed. The algorithm uses a coarse detection of the perceptual (colour and texture) edges of the image to adequately place and initialise a set of active regions. Colour texture of regions is modelled by the conjunction of non-parametric techniques of kernel density estimation (which allow to estimate the colour behaviour) and classical co-occurrence matrix based texture features. Therefore, region information is defined and accurate boundary information can be extracted to guide the segmentation process. Regions concurrently compete for the image pixels in order to segment the whole image taking both information sources into account. Furthermore, experimental results are shown which prove the performance of the proposed method

Unsupervised active regions for multiresolution image segmentation

An unsupervised approach to image segmentation which fuses region and boundary information is presented. The proposed approach takes advantage of the combined use of 3 different strategies: the guidance of seed placement, the control of decision criterion, and the boundary refinement. The new algorithm uses the boundary information to initialize a set of active regions which compete for the pixels in order to segment the whole image. The method is implemented on a multiresolution representation which ensures noise robustness as well as computation efficiency. The accuracy of the segmentation results has been proven through an objective comparative evaluation of the method

The parallel diplomacy and the International Relations of the regions

The inclusion of subnational entities in international politics, breaks with the exclusive privilege of handling external relations by the States. Regions and municipalities have developed international policies that strengthen local affairs in cultural, economic, politic, security and strategic cooperation aspects, through the so-called parallel diplomacy activities. The influence of regional institutions in global affairs is growing; however paradiplomacy practice is not institutionalized and received little attention in international relation studies.

Analysis of Spanish regions results in PISA 2006 using parametric distance functions. 'Análisis de los resultados de las regiones españolas en PISA 2006 utilizando funciones paramétricas de distancia'.

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