Reducción del vector de características de reconocimiento facial

In this present work, we are proposing a characteristics reduction system for a facial biometric identification system, using transformed domains such as discrete cosine transformed (DCT) and discrete wavelets transformed (DWT) as parameterization; and Support Vector Machines (SVM) and Neural Network (NN) as classifiers. The size reduction has been done with Principal Component Analysis (PCA) and with Independent Component Analysis (ICA). This system presents a similar success results for both DWT-SVM system and DWT-PCA-SVM system, about 98%. The computational load is improved on training mode due to the decreasing of input’s size and less complexity of the classifier.

Lower incisor dentoalveolar compensation and symphysis dimensions among Class I and III malocclusion patients with different facial vertical skeletal patterns

Objective: To compare lower incisor dentoalveolar compensation and mandible symphysis morphology among Class I and Class III malocclusion patients with different facial vertical skeletal patterns. Materials and Methods: Lower incisor extrusion and inclination, as well as buccal (LA) and lingual (LP) cortex depth, and mandibular symphysis height (LH) were measured in 107 lateral cephalometric x-rays of adult patients without prior orthodontic treatment. In addition, malocclusion type (Class I or III) and facial vertical skeletal pattern were considered. Through a principal component analysis (PCA) related variables were reduced. Simple regression equation and multivariate analyses of variance were also used. Results: Incisor mandibular plane angle (P < .001) and extrusion (P  =  .03) values showed significant differences between the sagittal malocclusion groups. Variations in the mandibular plane have a negative correlation with LA (Class I P  =  .03 and Class III P  =  .01) and a positive correlation with LH (Class I P  =  .01 and Class III P  =  .02) in both groups. Within the Class III group, there was a negative correlation between the mandibular plane and LP (P  =  .02). PCA showed that the tendency toward a long face causes the symphysis to elongate and narrow. In Class III, alveolar narrowing is also found in normal faces. Conclusions: Vertical facial pattern is a significant factor in mandibular symphysis alveolar morphology and lower incisor positioning, both for Class I and Class III patients. Short-faced Class III patients have a widened alveolar bone. However, for long-faced and normal-faced Class III, natural compensation elongates the symphysis and influences lower incisor position.

Estudio de las técnicas de reconocimiento facial en obras de arte a través de la visión por computador

El objetivo de esta investigación es comprobar la utilidad de las técnicas actuales de reconocimiento facial a través de la visión por computador en entornos museísticos. Para alcanzar este fin, he seguido las estrategias de diseño y creación para crear una aplicación que me permita posteriormente realizar una serie de experimentos, los cuales me proporcionarán los datos necesarios con los que evaluar la funcionalidad de estas técnicas existentes en obras de arte, en mi caso concretamente, sobre cuadros.

Semiologia integrada: uma experiência curricular de aproximação antecipada e integrada à prática médica

Para evitar a fragmentação e a estereotipia e favorecer uma aproximação antecipada da pratica médica, foi introduzido o curso de Semiologia Integrada no programa do segundo ano do curso médico da Unifesp. Este curso inclui a realização de anamneses no hospital, seguidas de discussões que contam com a participação conjunta dos professores de Psicologia Médica e de professores de diferentes áreas da Semiologia (Clínica Médica, Pediatria, Ginecologia, Obstetrícia e Geriatria). Foi dada atenção especial para apresentar ao estudante de Medicina um modelo que integrasse os aspectos biológicos, psicológicos e sociais do adoecer. Este artigo apresenta o projeto e as observações preliminares, que sugerem um importante potencial integrador tanto para os alunos quanto para os professores. São necessárias avaliações futuras para comprovar essas observações.

Feira de saúde do curso de medicina da UFRR: uma aproximação com a comunidade

As Feiras de Saúde do curso de Medicina da Universidade Federal de Roraima (UFRR) buscam informar e sensibilizar a comunidade quanto à melhoria da qualidade de vida a partir da prevenção, orientando para a mudança de hábitos de vida e diagnosticando precocemente as doenças a fim de tratá-las e curá-las. Além disso, a UFRR busca se aproximar da população boa-vistense por meio desse trabalho de extensão universitária e da realização de um serviço de utilidade pública de grande relevância acadêmica e comunitária. A diversidade das lições aprendidas, registradas como relatos de experiências ou como estudos, pelo conjunto de profissionais, gestores, pesquisadores e acadêmicos constituiu um importante estímulo ao debate acerca dos limites e possibilidades do Programa Saúde da Família e da interação do acadêmico na comunidade.

Utilização de fio de polipropileno de autossustentação de tripla convergência para a correção do desvio de hemiface causada por lesão do nervo facial

OBJETIVO: Avaliar a utilização do fio de polipropileno de autossustentação de tripla convergência para a correção do desvio de hemiface que se apresenta como sequela tardia da paralisia facial periférica. MÉTODOS: Realizou-se um estudo retrospectivo e observacional em 34 indivíduos portadores de paralisia facial tardia. Utilizou-se fio de polipropileno de tripla convergência para a correção do desvio da hemiface paralisada. Trata-se de fio monofilamentar, sintético, transparente e inabsorvível que possui garras que tracionam os tecidos ptosados mantendo-os na posição correta, em simetria com o lado são. Os resultados foram avaliados através de análise subjetiva, quanto ao grau de satisfação dos pacientes, submetidos a um questionário próprio. RESULTADOS: Analisou-se 34 pacientes, 73,52% deles relataram grande melhora, 20,58% relataram melhora moderada e 5,88%, uma melhora leve; encontrou-se um alto índice de satisfação, 94,1%. Dois pacientes apresentaram extrusão parcial do fio. Nenhum paciente desenvolveu infecção. CONCLUSÃO: O emprego do fio de polipropileno de autossustentação de tripla convergência para a correção do desvio da hemiface, consequente à paralisia facial, ocasionou acentuada melhora da assimetria facial e a recuperação da autoestima dos pacientes.

Paralisia facial periférica e gestação: abordagem e tratamento

OBJETIVO: Comparar o grau da paralisia facial periférica de gestantes e puérperas no momento da admissão e na alta e avaliar outros fatores associados. MÉTODOS: Estudo retrospectivo, transversal, com análise dos prontuários de gestantes e puérperas atendidas no ambulatório de paralisia facial, em um período de 12 meses, com aplicação de protocolo padronizado de avaliação das pacientes e da escala de House-Brackmann na primeira consulta e na data da alta. RESULTADOS: Foram identificadas 6 pacientes, com média de idade de 22,6 anos. Cinco casos foram classificados com estadiamento IV e um com II na escala de House-Brackmann, sendo que duas eram puérperas e quatro gestantes. Todas evoluíram com melhora na escala de House-Brackmann. CONCLUSÃO: A paralisia de Bell tem bom prognóstico mesmo em gestantes e puérperas, sendo importante realizar tratamento adequado para diminuir as sequelas neste grupo apontado como mais susceptível à paralisia facial periférica.

Facial paralysis and vestibular syndrome in feedlot cattle in Argentina

This paper reports 6 outbreaks of neurological disease associated with paralysis of the facial and vestibulocochlear nerves caused by intracranial space occupying lesions in feedlot cattle. The clinical signs observed were characterized by head tilt, uni or bilateral drooping and paralysis of the ears, eyelid ptosis, keratoconjunctivitis, and different degrees of ataxia. Morbidity and mortality rates ranged from 1.1 to 50% and 0 to 1%, respectively. Gross lesions observed included yellow, thickened leptomeninges, and marked enlargement of the roots of cranial nerves VII (facial) and VIII (vestibulocochlear). Histopathologically, there was severe, chronic, granulomatous meningitis and, in one case, chronic, granulomatous neuritis of the VII and VIII cranial nerves. Attempts to identify bacterial, viral, or parasitic agents were unsuccessful. Based on the morphologic lesions, the clinical condition was diagnosed as facial paralysis and vestibular syndrome associated with space occupying lesions in the meninges and the cranial nerves VII and VIII. Feedlot is a practice of growing diffusion in our country and this is a first report of outbreaks of facial paralysis and vestibular disease associated with space occupying lesions in Argentina.

A study of the facial aging - a multidisciplinary approach

This paper describes a mathematical and graphical model for face aging. It considers the possibility of predicting the aging process by offering an initial quantification of this process as it applies to the face. It is concerned with physical measurements and a general law of time dependence. After measuring and normalizing a photograph of a person, one could predict, with a known amount of error, the appearance of that person at a different age. The technique described has served its purpose successfully, with a representative amount of patient data behaving sufficiently near the general aging curve of each parameter. That model uses a warping technique to emulate the aging changes on the face of women. Frequently the warping methods are based on the interpolation between images or general mathematical functions to calculate the pixel attributes. The implemented process considers the age features of selected parts of a face such as the face outline and the shape of the lips. These age features were obtained by measuring the facial regions of women that have been photographed throughout their lives. The present work is first concerned with discussing a methodology to define the aging parameters that can be measured, and second with representing the age effects graphically.

Epidemiology, management and outcome of facial injuries

Dental injuries are common and the incidence of maxillofacial injuries has increased over the recent decades in Finland. Accidental injuries are the global leading cause of death among children over the age of one year and among adults under the age of 40 globally. Significant resources and costs are needed for the treatment of these patients. The prevention is the most economical way to reduce trauma rates and costs. For the prevention it is crucial to know the prevalences, incidences and risk factors related to injuries. To improve the quality of treatment, it is essential to explore the causes, trauma mechanisms and management of trauma. The above mentioned was the aim of this thesis. With a large epidemiological cohort study (5737 participants) it was possible to estimate lifetime prevalence of and risk factors for dental trauma in general population (Study I). The prevalence of dental fractures was 43% and the prevalence of dental luxations and avulsions was 14%. Male gender, a history of previous non-dental injuries, mental distress, overweight and high alcohol consumption were positively associated with the occurrence of dental injuries Study II was conducted to explore the differences in type and multiplicity of mandibular fractures in three different countries (Canada, Finland and Kuwait). This retrospective study showed that the differences in mandibular fracture multiplicity and location are based on different etiologies and demographic patterns. This data can be exploited for planning of measures to prevent traumatic facial fractures. The etiology, management and outcome of 63 pediatric skull base fracture (Study III) and 20 pediatric frontobasal fracture patients (Study IV) were explored. These retrospective studies showed that, both skull base fracture and frontobasa fracture are rare injuries in childhood and although intracranial injuries and morbidity are frequent, permanent neurological or neuropsychological deficits are infrequent. A systematic algorithm (Study V) for computer tomography (CT) image review was aimed at clinicians and radiologists to improve the assessment of patients with complex upper midface and cranial base trauma. The cohort study was cross sectional and data was collected in the Turku and Oulu University Hospitals. A novel image-reviewing algorithm was created to enhance the specificity of CT for the diagnosis of frontobasal fractures. The study showed that an image-viewing algorithm standardizes the frontobasal trauma detection procedure and leads to better control and assessment. The purpose of the retrospective subcranial craniotomy study (VI) was to review the types of frontobasal fractures and their management, complications and outcome when the fracture is approached subcranially. The subcranial approach appears to be successful and have a reasonably low complication rate. It may be recommended as the technique of choice in multiple and the most complicated frontal base fractures where the endoscopic endonasal approach is not feasible.

Deep generative models for facial keypoints detection

A new area of machine learning research called deep learning, has moved machine learning closer to one of its original goals: artificial intelligence and general learning algorithm. The key idea is to pretrain models in completely unsupervised way and finally they can be fine-tuned for the task at hand using supervised learning. In this thesis, a general introduction to deep learning models and algorithms are given and these methods are applied to facial keypoints detection. The task is to predict the positions of 15 keypoints on grayscale face images. Each predicted keypoint is specified by an (x,y) real-valued pair in the space of pixel indices. In experiments, we pretrained deep belief networks (DBN) and finally performed a discriminative fine-tuning. We varied the depth and size of an architecture. We tested both deterministic and sampled hidden activations and the effect of additional unlabeled data on pretraining. The experimental results show that our model provides better results than publicly available benchmarks for the dataset.

Convenções financeiras e a taxa básica de juros no Brasil: uma primeira aproximação

Financial conventions and basic interest rate in Brazil. This article discusses the thesis that the Brazilian interest rate is a convention, focusing on the basic interest rate under the inflation targeting regime. On the one hand, there are some complications involved in this debate. In order to show this, we consider the theoretical works that have been references for the Brazilian economists who see an interest rate convention in the country. On the other hand, despite the difficulties, it is possible to find signs of conventionality in the determination of the Brazilian basic rate, by analyzing two properties of conventions: conformity of some with the conformity of others; and arbitrariness.

Alguns pontos de aproximação entre a ética aristotélica e a kantiana

Nosso propósito, neste artigo, é aproximar dois modelos éticos distintos, o kantiano e o aristotélico, com o intuito de detectar alguns pontos comuns onde talvez possamos encontrar certo diálogo entre ambos os modelos éticos