Seleção seqüencial de descritores por análise da semântica para recuperação de imagens baseada no conteúdo

With the rapid growth of databases of various types (text, multimedia, etc..), There exist a need to propose methods for ordering, access and retrieve data in a simple and fast way. The images databases, in addition to these needs, require a representation of the images so that the semantic content characteristics are considered. Accordingly, several proposals such as the textual annotations based retrieval has been made. In the annotations approach, the recovery is based on the comparison between the textual description that a user can make of images and descriptions of the images stored in database. Among its drawbacks, it is noted that the textual description is very dependent on the observer, in addition to the computational effort required to describe all the images in database. Another approach is the content based image retrieval - CBIR, where each image is represented by low-level features such as: color, shape, texture, etc. In this sense, the results in the area of CBIR has been very promising. However, the representation of the images semantic by low-level features is an open problem. New algorithms for the extraction of features as well as new methods of indexing have been proposed in the literature. However, these algorithms become increasingly complex. So, doing an analysis, it is natural to ask whether there is a relationship between semantics and low-level features extracted in an image? and if there is a relationship, which descriptors better represent the semantic? which leads us to a new question: how to use descriptors to represent the content of the images?. The work presented in this thesis, proposes a method to analyze the relationship between low-level descriptors and semantics in an attempt to answer the questions before. Still, it was observed that there are three possibilities of indexing images: Using composed characteristic vectors, using parallel and independent index structures (for each descriptor or set of them) and using characteristic vectors sorted in sequential order. Thus, the first two forms have been widely studied and applied in literature, but there were no records of the third way has even been explored. So this thesis also proposes to index using a sequential structure of descriptors and also the order of these descriptors should be based on the relationship that exists between each descriptor and semantics of the users. Finally, the proposed index in this thesis revealed better than the traditional approachs and yet, was showed experimentally that the order in this sequence is important and there is a direct relationship between this order and the relationship of low-level descriptors with the semantics of the users

“Currículo encarnado”: cartografia simbólica e afinidades pós-coloniais

This thesis has as main objective to reflect about the defining conceptual elements of the embodied curriculum concept, ident ified curriculum conception from the analysis about the rationality employed in the doctoral work of teacher Antonio Fernando Gouvê a da Silva, entitled The construction of the curriculum in popular critical perspective: the significant words to the context ualized practices , written and defended in the Postgraduate Program in Education: Curriculum, in the Pontifícia Catholic University of São Paulo, in 2004. We looked, also, on the problematization of the affinities between postcolonial theories – analytical perspectives towards the discussion about coloniality and their effect on contemporary social weaving – and the embodied curriculum concept. We argue that the reflections present in the aforementioned work bring an articulated curriculum concept based on three conceptual symbiotic elements, namely: negativity, dialogue and praxis, which, by endorsing the possibility of a curricular ingrained practice in the life context of the individuals, have some post - colonial inclinations that lead to the problematizat ion about the neo - colonial manifestations in curricular sphere, outlining a critique of the modus operandi of the colonialism, particularly, in its cultural and epistemic dimension from which the education is inseparable. For that, we used as methodologica l procedure the symbolic cartography, knowledge building strategy systematized by Boaventura de Sousa Santos, which allowed us to construct interpretive maps that enabled the symbolization of the universe which we longed to understand, that is, the concept ual categories mentioned above, which, in our view, underlie the concept of embodied curriculum. In this direction, we anchored ourselves in a meaningful dialogue with the theoretical approach of Paulo Freire and some of his interpreters regarding the disc ussion on curriculum, especially the reflections dev eloped by Antonio Fernando Gouvê a da Silva, and authors whose theoretical developments resonate in prospects for humanization, social justice and empowerment, among which we highlight: Theodor Adorno, Hug o Zemelman, Wilfred Carr, Adolfo Sánchez Vázquez, among others. We seek, in the same manner, on the contributions of authors considered post - colonial, as Hugo Achugar, Gayatri Spivak, Boaventura de Sousa Santos and Enrique Dussel, to name a few, the reason s why we consider the embodied curriculum as a place of political - pedagogical enunciation, conducive to an educational praxis that engages in a curricular work of reality translation in order to see what overwhelms it to, then, elicit the construction of a school curriculum as an awareness project for releasing in relation to what is unjust and inhumane. We consider, finally, that the success of this curriculum embodied translation implies a larger number of speakers mobilized in the production of knowledge that yearns for social emancipation and contribute to the enrichment of human capabilities as the maintenance of the life and the dignity of people.

A Mismatch-Based Model for Memory Reconsolidation and Extinction in Attractor Networks

OSAN, R. , TORT, A. B. L. , AMARAL, O. B. . A mismatch-based model for memory reconsolidation and extinction in attractor networks. Plos One, v. 6, p. e23113, 2011.

A Mismatch-Based Model for Memory Reconsolidation and Extinction in Attractor Networks

OSAN, R. , TORT, A. B. L. , AMARAL, O. B. . A mismatch-based model for memory reconsolidation and extinction in attractor networks. Plos One, v. 6, p. e23113, 2011.