Advanced image processing techniques for detection and quantification of drusen

Dissertation presented to obtain the degree of Doctor of Philosophy in Electrical Engineering, speciality on Perceptional Systems, by the Universidade Nova de Lisboa, Faculty of Sciences and Technology

Vulnerabilidade dos sistemas dunares da praia do Meco

Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Engenharia do Ambiente, perfil de Engenharia Ecológica

Aquisição e estruturação de informação geográfica para a Carta Municipal do espaço público de Odivelas

Relatório de Estágio apresentado para cumprimento dos requisitos necessários à obtenção do grau de Mestre em Planeamento e Ordenamento do Território

Automated segmentation, tracking and evaluation of bacteria in microscopy images

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Detecção de artefactos em imagens da retina

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Segmentação, seguimento e avaliação automática de bactérias em imagens de microscópio

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Detecção automática de vasos sanguíneos em imagens da retina para determinação do coeficiente AVR

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

RetQuality – validador de qualidade de retinografias

Dissertação para obtenção do Grau de Mestre em Engenharia Eletrotécnica e de Computadores

Calibration, selection and mosaicing of SMART-1 AMIE images

Dissertação para obtenção do Grau de Mestre em Engenharia Electrotécnica e de Computadores

RetInfo - Identificação de alterações retinianas usando processamento digital de imagem

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Automatic delimitation of the clinical region of interest in ultra-wide field of view images of the retina

Retinal ultra-wide field of view images (fundus images) provides the visu-alization of a large part of the retina though, artifacts may appear in those images. Eyelashes and eyelids often cover the clinical region of interest and worse, eye-lashes can be mistaken with arteries and/or veins when those images are put through automatic diagnosis or segmentation software creating, in those cases, the appearance of false positives results. Correcting this problem, the first step in the development of qualified auto-matic diseases diagnosis programs can be done and in that way the development of an objective tool to assess diseases eradicating the human error from those processes can also be achieved. In this work the development of a tool that automatically delimitates the clinical region of interest is proposed by retrieving features from the images that will be analyzed by an automatic classifier. This automatic classifier will evaluate the information and will decide which part of the image is of interest and which part contains artifacts. The results were validated by implementing a software in C# language and validated through a statistical analysis. From those results it was confirmed that the methodology presented is capable of detecting artifacts and selecting the clin-ical region of interest in fundus images of the retina.

Plataforma online de partilha e comparação de software para análise de imagens da retina

Nesta Tese foi desenvolvida uma plataforma online multiutilizador, que tem como objetivo principal comparar algoritmos de análise de imagens para de-terminar o seu grau de eficácia. Um exemplo de aplicação é a comparação de algoritmos de análise de imagens da retina para deteção de drusas. A compa-ração é feita considerando um dos algoritmos como referência padrão e sobre o este são avaliados os restantes. O funcionamento da plataforma é semelhante à de um fórum, onde é possível a um utilizador criar tópicos publicando imagens e seu descritivo. Após a cria-ção do tópico qualquer utilizador pode visualizar o mesmo, dando a hipótese de comentar ou de acrescentar imagens processadas com os seus próprios al-goritmos de análise. Com o aumento de imagens processadas, obtém-se uma base de dados de algoritmos de análise de imagens sobre a qual é possível avaliar o seu grau de eficácia. A plataforma pretende também criar comunidades onde os utilizadores pos-sam interagir uns com os outros comentando sobre os tópicos, contribuindo assim para o melhoramento dos algoritmos. Deste modo, além de uma base de dados que qualquer utilizador pode usar, obtém-se uma fonte de informação disponibilizada por outros profissionais da área.

Automated quantitative analysis of MCC-IMS spectra

Ion Mobility Spectrometry coupled with Multi Capillary Columns (MCC -IMS) is a fast analytical technique working at atmospheric pressure with high sensitivity and selectivity making it suitable for the analysis of complex biological matrices. MCC-IMS analysis generates its information through a 3D spectrum with peaks, corresponding to each of the substances detected, providing quantitative and qualitative information. Sometimes peaks of different substances overlap, making the quantification of substances present in the biological matrices a difficult process. In the present work we use peaks of isoprene and acetone as a model for this problem. These two volatile organic compounds (VOCs) that when detected by MCC-IMS produce two overlapping peaks. In this work it’s proposed an algorithm to identify and quantify these two peaks. This algorithm uses image processing techniques to treat the spectra and to detect the position of the peaks, and then fits the data to a custom model in order to separate the peaks. Once the peaks are separated it calculates the contribution of each peak to the data.

O incumprimento do contrato de crédito ao consumo pelo consumidor

Consumer relations, established between the Consumer and the Creditor, which carry a consequent inequality of contractual positioning between the parties, have been pushing the legislator to adopt more rigid regulations with regard to lending for the purchase of goods or services of consum issues. In this sense, the Decree-Law 359/91 was approved, meanwhile repealed by the Decree-Law 133/2009, which regulates the consumer credit agreement’s regime in the portuguese legal system. Through this contract, the financier makes available to the consumer a certain amount of money, which the consumer must repay, plus the respective remuneration (interest) and other charges, according to a refund plan agreed by the parties. The consumer will be in delay if he breaches this stipulation. In case of default, the creditor, notwithstanding, can choose to wait for the performance by the debtor, promote the loss of benefit of the term or the termination of the contract. From the outset it would seem that, in one way or another, the financier, by imposing a forced shortening of the contract duration initially agreed, will lose the right to remuneration for the provision of capital agreed, but not verified. Nevertheless, unlike presently, the previous regime allowed the parties to rule otherwise, being permitted to agree to the payment of interest of outstanding installments. On the other hand, in the consumer credit contract the principle of freedom of contractual provision of the parties is strongly mitigated by the special legislation, which prevents the waiver of rights by the consumer, and by the regime of general contractual terms, which restricts the freedom of the financier to stipulate the contractual content freely and the freedom of the consumer to negotiate. For all these reasons, associated with the growing need of credit resource to satisfy their needs of consumption, it is confirm the relevance of legislative intervention on consumers protection in the context of hiring credit.

O incumprimento do contrato de crédito ao consumo pelo consumidor

Consumer relations, established between the Consumer and the Creditor, which carry a consequent inequality of contractual positioning between the parties, have been pushing the legislator to adopt more rigid regulations with regard to lending for the purchase of goods or services of consum issues. In this sense, the Decree-Law 359/91 was approved, meanwhile repealed by the Decree-Law 133/2009, which regulates the consumer credit agreement’s regime in the portuguese legal system. Through this contract, the financier makes available to the consumer a certain amount of money, which the consumer must repay, plus the respective remuneration (interest) and other charges, according to a refund plan agreed by the parties. The consumer will be in delay if he breaches this stipulation. In case of default, the creditor, notwithstanding, can choose to wait for the performance by the debtor, promote the loss of benefit of the term or the termination of the contract. From the outset it would seem that, in one way or another, the financier, by imposing a forced shortening of the contract duration initially agreed, will lose the right to remuneration for the provision of capital agreed, but not verified. Nevertheless, unlike presently, the previous regime allowed the parties to rule otherwise, being permitted to agree to the payment of interest of outstanding installments. On the other hand, in the consumer credit contract the principle of freedom of contractual provision of the parties is strongly mitigated by the special legislation, which prevents the waiver of rights by the consumer, and by the regime of general contractual terms, which restricts the freedom of the financier to stipulate the contractual content freely and the freedom of the consumer to negotiate. For all these reasons, associated with the growing need of credit resource to satisfy their needs of consumption, it is confirm the relevance of legislative intervention on consumers protection in the context of hiring credit.