Advanced side information creation techniques and framework for Wyner-Ziv video coding

Recently, several distributed video coding (DVC) solutions based on the distributed source coding (DSC) paradigm have appeared in the literature. Wyner-Ziv (WZ) video coding, a particular case of DVC where side information is made available at the decoder, enable to achieve a flexible distribution of the computational complexity between the encoder and decoder, promising to fulfill novel requirements from applications such as video surveillance, sensor networks and mobile camera phones. The quality of the side information at the decoder has a critical role in determining the WZ video coding rate-distortion (RD) performance, notably to raise it to a level as close as possible to the RD performance of standard predictive video coding schemes. Towards this target, efficient motion search algorithms for powerful frame interpolation are much needed at the decoder. In this paper, the RD performance of a Wyner-Ziv video codec is improved by using novel, advanced motion compensated frame interpolation techniques to generate the side information. The development of these type of side information estimators is a difficult problem in WZ video coding, especially because the decoder only has available some reference, decoded frames. Based on the regularization of the motion field, novel side information creation techniques are proposed in this paper along with a new frame interpolation framework able to generate higher quality side information at the decoder. To illustrate the RD performance improvements, this novel side information creation framework has been integrated in a transform domain turbo coding based Wyner-Ziv video codec. Experimental results show that the novel side information creation solution leads to better RD performance than available state-of-the-art side information estimators, with improvements up to 2 dB: moreover, it allows outperforming H.264/AVC Intra by up to 3 dB with a lower encoding complexity.

A influência das variáveis sociais e das variáveis escolares nas trajetórias dos studantes: uma leitura sociológica dos resultados de um inquérito

Neste capítulo analisam-se as trajetórias escolares de estudantes que em Portugal frequentam os anos de transição entre ciclos de estudos do ensino básico e secundário, com base nos resultados de um inquérito aplicado a 1336 alunos em 51 estabelecimentos de ensino público situados em todas as regiões do território continental português, no âmbito do projeto «Feedback, Identidade e Trajetórias Escolares: Dinâmicas e Consequências». A análise dos resultados salienta a forte relação que se verifica entre as trajetórias escolares dos estudantes e o contexto social e cultural das famílias de origem, as práticas pedagógicas e as perceções dos alunos relativamente à escola.