A video-based biometric authentication for e-learning web applications

In the last years there was an exponential growth in the offering of Web-enabled distance courses and in the number of enrolments in corporate and higher education using this modality. However, the lack of efficient mechanisms that assures user authentication in this sort of environment, in the system login as well as throughout his session, has been pointed out as a serious deficiency. Some studies have been led about possible biometric applications for web authentication. However, password based authentication still prevails. With the popularization of biometric enabled devices and resultant fall of prices for the collection of biometric traits, biometrics is reconsidered as a secure remote authentication form for web applications. In this work, the face recognition accuracy, captured on-line by a webcam in Internet environment, is investigated, simulating the natural interaction of a person in the context of a distance course environment. Partial results show that this technique can be successfully applied to confirm the presence of users throughout the course attendance in an educational distance course. An efficient client/server architecture is also proposed. © 2009 Springer Berlin Heidelberg.

A graph-based framework for thermal faceprint characterization

Thermal faceprint has been paramount in the last years. Since we can handle with face recognition using images acquired in the infrared spectrum, an unique individual's signature can be obtained through the blood vessels network of the face. In this work, we propose a novel framework for thermal faceprint extraction using a collection of graph-based techniques, which were never used to this task up to date. A robust method of thermal face segmentation is also presented. The experiments, which were conducted over the UND Collection C dataset, have showed promising results. © 2011 Springer-Verlag.

Biomobile: sistema de identificação de usuários em dispositivos móveis na plataforma Android utilizando reconhecimento de faces a partir de vídeo

Pós-graduação em Ciência da Computação - IBILCE

Análise de técnicas de reconhecimento de padrões para a identificação biométrica de usuários em aplicações WEB Utilizando faces a partir de vídeos

Pós-graduação em Ciência da Computação - IBILCE

Autenticação biométrica de usuários em sistemas de E-learning baseada em reconhecimento de faces a partir de vídeo

Pós-graduação em Ciência da Computação - IBILCE

Avaliação e intervenção de bebês em instituição de acolhimento infantil

O presente estudo aborda a avaliação e intervenção com bebês em uma instituição de acolhimento infantil na cidade de Belém-Pa, através da aplicação da Escala de Desenvolvimento do Comportamento da Criança – EDCC e de um programa de atividades elaborado pela pesquisadora para a estimulação precoce/essencial das habilidades motoras, cognitivas, linguagem e afetivas. Dados referentes à história pregressa de todas as crianças envolvidas no estudo também foram considerados e obtidos por meio de relatos informais da equipe da instituição de acolhimento e através de documentos (prontuários) junto à direção. Participaram do estudo quatro bebês, com idade entre seis a onze meses, que não apresentavam disfunções neurológicas e com o maior tempo de permanência na instituição. A abordagem metodológica utilizada foi qualitativa, com característica descritiva e interventiva de pesquisa. A avaliação com a utilização da EDCC no período pré-intervenção demonstrou que todos os bebês participantes da pesquisa obtiveram a pontuação “4” referente a classificação “bom” da escala, sendo que inicialmente apresentaram dificuldades na realização de comportamentos que envolvem a linguagem e a interação social. Na reavaliação, a maioria dos bebês participantes manteve a pontuação “4” com apenas um evoluindo para “5” (excelente), visto que obtiveram melhora significativa nos comportamentos que exigiam a interação com outra pessoa. Assim como através do programa de estimulação, as crianças evoluíram na aquisição das habilidades motoras e afetivo-sociais. Os bebês passaram a demonstrar comportamentos como olhar nos olhos, sorrisos, reconhecimento do rosto do adulto, vocalizações, entre outros. Isto evidenciou que o contexto de acolhimento pode ser um fator de proteção para a infância que encontra-se em situação de vulnerabilidade. Por fim, propõe-se que estudos futuros possam reconhecer a importância da avaliação do desenvolvimento infantil em contextos institucionais e de propostas de estimulação que possam ser incorporadas no cotidiano desses ambientes.

Reconhecimento de faces 3D com Kinect

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Aplicação de sistemas imunológicos artificiais para biometria facial: Reconhecimento de identidade baseado nas características de padrões binários

Pós-graduação em Engenharia Elétrica - FEIS

Effects of diazepam on BOLD activation during the processing of aversive faces

This study aimed to measure, using fMRI, the effect of diazepam on the haemodynamic response to emotional faces. Twelve healthy male volunteers (mean age = 24.83 +/- 3.16 years), were evaluated in a randomized, balanced-order, double-blind, placebo-controlled crossover design. Diazepam (10 mg) or placebo was given 1 h before the neuroimaging acquisition. In a blocked design covert face emotional task, subjects were presented with neutral (A) and aversive (B) (angry or fearful) faces. Participants were also submitted to an explicit emotional face recognition task, and subjective anxiety was evaluated throughout the procedures. Diazepam attenuated the activation of right amygdala and right orbitofrontal cortex and enhanced the activation of right anterior cingulate cortex (ACC) to fearful faces. In contrast, diazepam enhanced the activation of posterior left insula and attenuated the activation of bilateral ACC to angry faces. In the behavioural task, diazepam impaired the recognition of fear in female faces. Under the action of diazepam, volunteers were less anxious at the end of the experimental session. These results suggest that benzodiazepines can differentially modulate brain activation to aversive stimuli, depending on the stimulus features and indicate a role of amygdala and insula in the anxiolytic action of benzodiazepines.

Sex Differences in Memory and Other Cognitive Abilities

The aim of the present thesis was to study sex differences in memory and other cognitive bilities in healthy adults. In Study I, participants performed a number of episodic memory tasks that were more or less verbal in nature. Results showed that women performed on a higher level than did men in the episodic memory tasks where it was possible to use verbal labels, whereas men performed on a higher level than did women in a visuospatial episodic memory task. In Study II, women’s advantage in face recognition was investigated.Results showed that women performed at a higher level than did men only in the recognition of other women’s faces. In Study III, sex differences in cognitive tasks as well as brain measures were investigated in healthy older adults. Results showed that only the sex differences in a motor task could, to some extent, be explained by sex differences in one of the brain measures. The findings, as well as possible explanations for these patterns of results, are discussed in a theoretical context.

Competition on counter measures to 2-D facial spoofing attacks

[EN]Spoofing identities using photographs is one of the most common techniques to attack 2-D face recognition systems. There seems to exist no comparative stud- ies of di erent techniques using the same protocols and data. The motivation behind this competition is to com- pare the performance of di erent state-of-the-art algo- rithms on the same database using a unique evaluation method. Six di erent teams from universities around the world have participated in the contest.

Exploring the use of local binary patterns as focus measure

[EN]In this work local binary patterns based focus measures are presented. Local binary patterns (LBP) have been introduced in computer vision tasks like texture classification or face recognition. In applications where recognition is based on LBP, a computational saving can be achieved with the use of LBP in the focus measures. The behavior of the proposed measures is studied to test if they fulfill the properties of the focus measures and then a comparison with some well know focus measures is carried out in different scenarios.

Becoming visually familiar

Automatic face recognition has been mainly tackled by matching a new image to a set of previously computed identity models. The literature describes approximations where those identity models are based on a single sample or a set of them. However, face representation keeps being a topic of great debate in the psychology literature, with some results suggesting the use of an average image. In this paper, instead of restricting our system to a fixed and precomputed classifier, the system learns iteratively based on the experience extracted from each meeting.

Development, degeneration and neural network of the bodily self

The question addressed by this dissertation is how the human brain builds a coherent representation of the body, and how this representation is used to recognize its own body. Recent approaches by neuroimaging and TMS revealed hints for a distinct brain representation of human body, as compared with other stimulus categories. Neuropsychological studies demonstrated that body-parts and self body-parts recognition are separate processes sub-served by two different, even if possibly overlapping, networks within the brain. Bodily self-recognition is one aspect of our ability to distinguish between self and others and the self/other distinction is a crucial aspect of social behaviour. This is the reason why I have conducted a series of experiment on subjects with everyday difficulties in social and emotional behaviour, such as patients with autism spectrum disorders (ASD) and patients with Parkinson’s disease (PD). More specifically, I studied the implicit self body/face recognition (Chapter 6) and the influence of emotional body postures on bodily self-processing in TD children as well as in ASD children (Chapter 7). I found that the bodily self-recognition is present in TD and in ASD children and that emotional body postures modulate self and others’ body processing. Subsequently, I compared implicit and explicit bodily self-recognition in a neuro-degenerative pathology, such as in PD patients, and I found a selective deficit in implicit but not in explicit self-recognition (Chapter 8). This finding suggests that implicit and explicit bodily self-recognition are separate processes subtended by different mechanisms that can be selectively impaired. If the bodily self is crucial for self/other distinction, the space around the body (personal space) represents the space of interaction and communication with others. When, I studied this space in autism, I found that personal space regulation is impaired in ASD children (Chapter 9).

Verhaltensphysiologische Experimente zur Erkennung und Unterscheidung menschlicher Gesichter beim Haushund (Canis familiaris)

In der vorliegenden Arbeit wurde die Fähigkeit von Hunden zur Erkennung und Unterscheidung menschlicher Gesichter untersucht. Zu diesem Zweck wurden verschiedene Verhaltensexperimente mit fünf Hunden durchgeführt. Zunächst wurden die Hunde darauf dressiert, ein einlaminiertes DIN A4 Blatt mit einem Gesicht im Zentrum in der dafür vorgesehenen Apparatur mit der Schnauze zu berühren. Bei der Dressur wurden immer zwei Folien präsentiert, wobei nur eine Wahl, nämlich die des Dressurgesichts, durch Futtergabe belohnt wurde. Nach Abschluss der Dressurphase wurden die Hunde in Generalisationstests mit neuen Gesichtern konfrontiert, die für uns Menschen wenig bis keine direkte Ähnlichkeit mit dem Dressurgesicht aufwiesen. Um herauszufinden ob Hunde sich an der Größe orientieren, wurden einige der zuvor getesteten Gesichter um die Hälfte und mehr verkleinert. All diese Veränderungen beeinträchtigten die Fähigkeit der Hunde nicht, das Dressurgesicht bevorzugt zu wählen. Diese Ergebnisse veranlassten die Versuchsleiterin zu testen, ob Hunde sich an verschiedenen Bereichen im menschlichen Gesicht orientieren oder das Gesicht als Ganzes wahrnehmen. Zur Beurteilung wurden den Hunden abgeänderte Gesichter zum Einen ohne Haare und Ohren und zum Anderen nur Haare und Ohren ohne das Gesicht (homogen graue Fläche) präsentiert. Hier hatten die Hunde deutliche Schwierigkeiten, wenn die äußeren Konturen nicht mehr vorhanden waren. Bei diesen Versuchen blieben die Wahlen der Hunde nahe dem Zufallsniveau von 50%. Das Fehlen des Gesichts als solches erwies sich als unproblematisch, da allen Hunden die äußeren Konturen, in diesem Fall Haare und Ohren ausreichten, um das Dressurgesicht mit einer Wahlhäufigkeit signifikant über 70% wiederzuerkennen. Abschließend wurde untersucht, ob sich die Hunde durch das Zusammensetzen von zwei bzw. drei unterschiedlichen Gesichtern in ihrem Wahlverhalten beeinflussen lassen. Dazu wurden zwei unterschiedlichen Haarpartien verschiedene Gesichter zugeordnet. Ähnelten sich die äußeren Konturen fiel es den Hunden in dieser Versuchsreihe schwer die Dressurhaare wieder zu erkennen. Unterschieden sich die äußeren Konturen für unser menschliches Auge deutlich, so wählten alle Hunde die Haare und Ohren des Dressurgesichts mit einer Wahlhäufigkeit signifikant über dem Schwellenwert von 70%. Somit ist zu vermuten, dass sich im Laufe der Domestikation beim Hund keine Hirnregion ausgebildet hat, die speziell für die Gesichtserkennung von Menschen verantwortlich ist. Aus den Ergebnissen dieser Arbeit zur Gesichtserkennung beim Hund wird deutlich, dass es dem Hund möglich ist, Gesichter voneinander zu unterscheiden. Allerdings orientiert sich der Hund nicht an bestimmten Gesichtsregionen, sondern nutzt die äußeren Konturen als Wiedererkennungsmerkmal. Aus diesem Grund finden sich häufig Unsicherheiten bei Hunden, wenn ihnen bekannte Menschen plötzlich mit Hut oder Mütze begegnen und eine Erkennung über den Geruchssinn und die Stimme noch nicht stattgefunden hat. Bei der Beurteilung der Ergebnisse muss beachtet werden, dass den Hunden das menschliche Gesicht in Form von Bildern präsentiert wurde und somit keine Beeinflussung durch Bewegung im Gesicht gegeben war. Da das Bewegungssehen beim Hund sehr gut ausgebildet ist, achtet er im Alltag des Menschen sehr wahrscheinlich außerordentlich gut auf Augenbewegungen und Gesichtsmuskelbewegungen, um mit dem Sozialpartner Mensch zu kommunizieren. Weiterhin wäre es interessant herauszufinden, ob die Orientierung an den äußeren Konturen eine Folge der Domestikation und somit eine Adaptation an den Menschen und sein Ökosystem ist, oder ob Wölfe auch dazu in der Lage wären.