Computational modeling and psychophysics in low- and mid-level vision

This thesis addresses a series of topics related to the question of how people find the foreground objects from complex scenes. With both computer vision modeling, as well as psychophysical analyses, we explore the computational principles for low- and mid-level vision.

We first explore the computational methods of generating saliency maps from images and image sequences. We propose an extremely fast algorithm called Image Signature that detects the locations in the image that attract human eye gazes. With a series of experimental validations based on human behavioral data collected from various psychophysical experiments, we conclude that the Image Signature and its spatial-temporal extension, the Phase Discrepancy, are among the most accurate algorithms for saliency detection under various conditions.

In the second part, we bridge the gap between fixation prediction and salient object segmentation with two efforts. First, we propose a new dataset that contains both fixation and object segmentation information. By simultaneously presenting the two types of human data in the same dataset, we are able to analyze their intrinsic connection, as well as understanding the drawbacks of today’s “standard” but inappropriately labeled salient object segmentation dataset. Second, we also propose an algorithm of salient object segmentation. Based on our novel discoveries on the connections of fixation data and salient object segmentation data, our model significantly outperforms all existing models on all 3 datasets with large margins.

In the third part of the thesis, we discuss topics around the human factors of boundary analysis. Closely related to salient object segmentation, boundary analysis focuses on delimiting the local contours of an object. We identify the potential pitfalls of algorithm evaluation for the problem of boundary detection. Our analysis indicates that today’s popular boundary detection datasets contain significant level of noise, which may severely influence the benchmarking results. To give further insights on the labeling process, we propose a model to characterize the principles of the human factors during the labeling process.

The analyses reported in this thesis offer new perspectives to a series of interrelating issues in low- and mid-level vision. It gives warning signs to some of today’s “standard” procedures, while proposing new directions to encourage future research.

A retrofitting framework for pre-Northridge steel moment-frame buildings

In the 1994 M_w 6.7 Northridge and 1995 M_w 6.9 Kobe earthquakes, steel moment-frame buildings were exposed to an unexpected flaw. The commonly utilized welded unreinforced flange, bolted web connections were observed to experience brittle fractures in a number of buildings, even at low levels of seismic demand. A majority of these buildings have not been retrofitted and may be susceptible to structural collapse in a major earthquake.

This dissertation presents a case study of retrofitting a 20-story pre-Northridge steel moment-frame building. Twelve retrofit schemes are developed that present some range in degree of intervention. Three retrofitting techniques are considered: upgrading the brittle beam-to-column moment resisting connections, and implementing either conventional or buckling-restrained brace elements within the existing moment-frame bays. The retrofit schemes include some that are designed to the basic safety objective of ASCE-41 Seismic Rehabilitation of Existing Buildings.

Detailed finite element models of the base line building and the retrofit schemes are constructed. The models include considerations of brittle beam-to-column moment resisting connection fractures, column splice fractures, column baseplate fractures, accidental contributions from ``simple'' non-moment resisting beam-to-column connections to the lateral force-resisting system, and composite actions of beams with the overlying floor system. In addition, foundation interaction is included through nonlinear translational springs underneath basement columns.

To investigate the effectiveness of the retrofit schemes, the building models are analyzed under ground motions from three large magnitude simulated earthquakes that cause intense shaking in the greater Los Angeles metropolitan area, and under recorded ground motions from actual earthquakes. It is found that retrofit schemes that convert the existing moment-frames into braced-frames by implementing either conventional or buckling-restrained braces are effective in limiting structural damage and mitigating structural collapse. In the three simulated earthquakes, a 20% chance of simulated collapse is realized at PGV of around 0.6 m/s for the base line model, but at PGV of around 1.8 m/s for some of the retrofit schemes. However, conventional braces are observed to deteriorate rapidly. Hence, if a braced-frame that employs conventional braces survives a large earthquake, it is questionable how much service the braces provide in potential aftershocks.

Three-dimensional superconformal field theory, Chern-Simons theory, and their correspondence

In this thesis, we discuss 3d-3d correspondence between Chern-Simons theory and three-dimensional N = 2 superconformal field theory. In the 3d-3d correspondence proposed by Dimofte-Gaiotto-Gukov information of abelian flat connection in Chern-Simons theory was not captured. However, considering M-theory configuration giving the 3d-3d correspondence and also other several developments, the abelian flat connection should be taken into account in 3d-3d correspondence. With help of the homological knot invariants, we construct 3d N = 2 theories on knot complement in 3-sphere for several simple knots. Previous theories obtained by Dimofte-Gaiotto-Gukov can be obtained by Higgsing of the full theories. We also discuss the importance of all flat connections in the 3d-3d correspondence by considering boundary conditions in 3d N = 2 theories and 3-manifold.

Diálogos entre saberes do senso comum e da ciência na consulta de enfermagem

Esse estudo trata-se de uma dissertação de Mestrado do Programa de Pós Graduação da Faculdade de Enfermagem da Universidade do Estado do Rio de Janeiro. Essa pesquisa tem como objeto A relação entre saber científico e senso comum na consulta de enfermagem. O objetivo geral deste estudo é Refletir acerca da presença e possíveis articulações entre o saber científico e o senso comum nas consultas de enfermagem da Policlínica Piquet Carneiro. Como objetivos específicos temos: Compreender a percepção dos enfermeiros da Policlínica Piquet Carneiro acerca da consulta de enfermagem; Identificar a presença do saber científico e do senso comum nas consultas de enfermagem da Policlínica Piquet Carneiro e Identificar possíveis articulações entre o saber científico e o senso comum nas consultas de enfermagem da Policlíclinica Piquet Carneiro. Trata-se de um estudo qualitativo descritivo que utilizou como abordagem metodológica a hermenêutica dialética. O cenário do estudo foi a Policlínica Piquet Carneiro e os sujeitos foram doze enfermeiros que realizam consulta de enfermagem na Policlínica em diversas áreas. Todos os participantes autorizaram a coleta de dados mediante a assinatura do termo de consentimento livre e esclarecido. A coleta de dados foi realizada através de observações livres e entrevistas. As entrevistas foram transcritas e analisadas utilizando a lógica de compreensão da hermenêutica dialética. A partir dos resultados foi possível selecionar quatro categorias de análise de dados. A consulta de enfermagem na percepção dos enfermeiros e enquanto espaço educativo, Sentidos do senso comum, A expressão do saber científico na consulta de enfermagem e Articulações possíveis entre o senso comum e o saber científico na consulta de enfermagem. Diante de tudo o que foi explicitado nesse estudo conclui-se que a articulação entre saberes é possível e pode acontecer quando estamos dispostos a reconhecer o valor e a sabedoria presente nos saberes populares.

Deleuze e a literatura: o devir pelas linhas da escrita

Este trabalho tem como desafio falar da Literatura como experimentação de vida, sob a ótica filosofia. A prática de uma abordagem filosófica tendo como horizonte o universo da escrita tende a enriquecer as duas práticas. E sobretudo, a vida, quando não é separada do pensamento. O desafio é mostrar que a vida está presente em todas as manifestações do que é vivo. Sem distinção quanto a sujeito, objeto ou representação. Experimentar é dar as mãos a vida e seus infinitos modos de ser. Não obstante, o trabalho busca mostrar que a arte é essencialmente experimentalista. E que múltiplos caminhos podem levar a ela. Para a enorme tafera temos a companhia de Gilles Deleuze, grande filósofo francês, e seu, não menos importante parceiro, Félix Guattari. Em específico, trata-se de um trabalho que investiga os trajetos da Linguagem como instrumento de expressão em todos os caminhos e conexões possíveis. Deleuze encontrou na Literatura um destino para a criação, uma inspiração para a vida. Ele vislumbrou o escrever como experiência de Devir, como prática essencial, abertura da estrada para o desejo e para a fala coletiva. Para Deleuze, a linguagem é algo vivo, que sofre desvios, que enriquece na medida que se conecta com o seu fora. A linguagem é algo que cresce e se retrai de acordo com os agenciamentos que a envolvem. Falaremos do sopro que emerge das as entrelinhas do texto, o ilimitado da rachadura, a força dos signos. Em suma, falemos da força da escrita e da escritura de novos destinos.

On the formation of ephippia in some Cladocera (Crustacea) [Translation from: Zoologicheskie Zhurnal 61, 1425-1427, 1982]

The determination of relative connections between families and genera of Cladocera, necessary for the construction of their natural systems, must be based on various criteria, among them on the structure of the ephippia. Of particular interest is the study of the process of formation and structure of the ephippium in Macrothricidae, different representatives of which differ significantly among themselves according to this criterion. In this article are presented the results of an investigation of the features of formation of the ephippium in seven species of Macrothricidae and in the moinid Moina weismanni Ishikawa (Moinidae).

Co-managerial potentials for Tanzania's Lake Victoria fisheries perspectives from two landing sites

Two landing sites were chosen in Tanzania for the 4-beaches survey. The former, Ihale, is a large one with an avarage of 120 boats and direct connections to the fish processing factories. The latter, Mwasonge, is one of the smallest landing sites in the Mwanza region with totally different characteristics. This book section aims to analyse the results from these two sites in the context of the co-management potentialities in Tanzania and more generally on the Lake Victoria region.

Algebraic Techniques in Coding Theory: Entropy Vectors, Frames, and Constrained Coding

The study of codes, classically motivated by the need to communicate information reliably in the presence of error, has found new life in fields as diverse as network communication, distributed storage of data, and even has connections to the design of linear measurements used in compressive sensing. But in all contexts, a code typically involves exploiting the algebraic or geometric structure underlying an application. In this thesis, we examine several problems in coding theory, and try to gain some insight into the algebraic structure behind them.

The first is the study of the entropy region - the space of all possible vectors of joint entropies which can arise from a set of discrete random variables. Understanding this region is essentially the key to optimizing network codes for a given network. To this end, we employ a group-theoretic method of constructing random variables producing so-called "group-characterizable" entropy vectors, which are capable of approximating any point in the entropy region. We show how small groups can be used to produce entropy vectors which violate the Ingleton inequality, a fundamental bound on entropy vectors arising from the random variables involved in linear network codes. We discuss the suitability of these groups to design codes for networks which could potentially outperform linear coding.

The second topic we discuss is the design of frames with low coherence, closely related to finding spherical codes in which the codewords are unit vectors spaced out around the unit sphere so as to minimize the magnitudes of their mutual inner products. We show how to build frames by selecting a cleverly chosen set of representations of a finite group to produce a "group code" as described by Slepian decades ago. We go on to reinterpret our method as selecting a subset of rows of a group Fourier matrix, allowing us to study and bound our frames' coherences using character theory. We discuss the usefulness of our frames in sparse signal recovery using linear measurements.

The final problem we investigate is that of coding with constraints, most recently motivated by the demand for ways to encode large amounts of data using error-correcting codes so that any small loss can be recovered from a small set of surviving data. Most often, this involves using a systematic linear error-correcting code in which each parity symbol is constrained to be a function of some subset of the message symbols. We derive bounds on the minimum distance of such a code based on its constraints, and characterize when these bounds can be achieved using subcodes of Reed-Solomon codes.

Leitura e Alegoria em Fausto de Fernando Pessoa

Esta dissertação busca compreender de que forma a ideia de alegoria, concebida por Walter Benjamin e desenvolvida posteriormente por Paul de Man, pode lançar luz sobre certos aspectos do poema dramático Fausto do poeta português Fernando Pessoa. Pessoa entendeu seu Fausto como sendo encerrado pelo embate entre Inteligência e Vida, do qual a Inteligência sairia sempre vencida. Portanto, o presente estudo busca entender a derrota da Inteligência em termos dos aspectos alegóricos do poema em questão. Para tal, certas conexões estabelecidas tanto por Walter Benjamin quanto por Paul de Man serão pensadas como nosso ponto de partida. O que se tem em mente, neste ponto, são as conexões feitas por Benjamin entre alegoria e progressão e o entendimento de Paul de Man de que toda narrativa alegórica contaria a história de um fracasso de leitura. Desta forma, a derrota da Inteligência é compreendida tanto no sentido de progressão quanto no de um fracasso de leitura. Ademais, como o Fausto de Fernando Pessoa é composto de poemas que lidam com o embate entre Inteligência e Vida, tal relação será também ponto central desta dissertação

A Unifying model of strategic network formation

Documento de trabajo

Synthesis and structural characterisation of [Cu2[(PDC)2(bpa)(H2O)2]•nH2O•mDMF (n=3 and m=1 for 1, n=7 and m=0 for 2, PDC=2,5-pyrindinedicarboxylate and bpa= 1,2-di(4-pyridil)ethane))

[EN] Combination of polycarboxylate anions and dipyridyl ligands is an effective strategy to produce solid coordination frameworks (SCF) which are crystalline materials based on connections between metal ions through organic ligands. In this sense, combination of polycarboxylate anions and dipyridyl ligands is an effective strategy to produce extended structures. In this context, this work is focused on two novel CuII-based SCFs exhibiting PDC (2,5-pyridinedicarboxylate) and bpa (1,2-di(4-pyridyl)ethane), being the first structures reported in literature containing both ligands. Chemical formula are [Cu2[(PDC)2(bpa)(H2O)2]•3H2O•DMF (1), and [Cu2(PDC)2(bpa)(H2O)2]•7H2O (2), where DMF is dimethylformamide. Compounds 1 and 2 have been characterized by means of XRD, IR, TG/DTG, and DTA analysis.

Control mechanisms in the human binocular oculomotor system

A study of human eye movements was made in order to elucidate the nature of the control mechanism in the binocular oculomotor system.

We first examined spontaneous eye movements during monocular and binocular fixation in order to determine the corrective roles of flicks and drifts. It was found that both types of motion correct fixational errors, although flicks are somewhat more active in this respect. Vergence error is a stimulus for correction by drifts but not by flicks, while binocular vertical discrepancy of the visual axes does not trigger corrective movements.

Second, we investigated the non-linearities of the oculomotor system by examining the eye movement responses to point targets moving in two dimensions in a subjectively unpredictable manner. Such motions consisted of hand-limited Gaussian random motion and also of the sum of several non-integrally related sinusoids. We found that there is no direct relationship between the phase and the gain of the oculomotor system. Delay of eye movements relative to target motion is determined by the necessity of generating a minimum afferent (input) signal at the retina in order to trigger corrective eye movements. The amplitude of the response is a function of the biological constraints of the efferent (output) portion of the system: for target motions of narrow bandwidth, the system responds preferentially to the highest frequency; for large bandwidth motions, the system distributes the available energy equally over all frequencies. Third, the power spectra of spontaneous eye movements were compared with the spectra of tracking eye movements for Gaussian random target motions of varying bandwidths. It was found that there is essentially no difference among the various curves. The oculomotor system tracks a target, not by increasing the mean rate of impulses along the motoneurons of the extra-ocular muscles, but rather by coordinating those spontaneous impulses which propagate along the motoneurons during stationary fixation. Thus, the system operates at full output at all times.

Fourth, we examined the relative magnitude and phase of motions of the left and the right visual axes during monocular and binocular viewing. We found that the two visual axes move vertically in perfect synchronization at all frequencies for any viewing condition. This is not true for horizontal motions: the amount of vergence noise is highest for stationary fixation and diminishes for tracking tasks as the bandwidth of the target motion increases. Furthermore, movements of the occluded eye are larger than those of the seeing eye in monocular viewing. This effect is more pronounced for horizontal motions, for stationary fixation, and for lower frequencies.

Finally, we have related our findings to previously known facts about the pertinent nerve pathways in order to postulate a model for the neurological binocular control of the visual axes.

Matrices whose hermitian part is positive definite

We are concerned with the class ∏_n of nxn complex matrices A for which the Hermitian part H(A) = A+A*/2 is positive definite.

Various connections are established with other classes such as the stable, D-stable and dominant diagonal matrices. For instance it is proved that if there exist positive diagonal matrices D, E such that DAE is either row dominant or column dominant and has positive diagonal entries, then there is a positive diagonal F such that FA ϵ ∏_n.

Powers are investigated and it is found that the only matrices A for which A^m ϵ ∏_n for all integers m are the Hermitian elements of ∏_n. Products and sums are considered and criteria are developed for AB to be in ∏_n.

Since ∏_n n is closed under inversion, relations between H(A)^-1 and H(A^-1) are studied and a dichotomy observed between the real and complex cases. In the real case more can be said and the initial result is that for A ϵ ∏_n, the difference H(adjA) - adjH(A) ≥ 0 always and is ˃ 0 if and only if S(A) = A-A*/2 has more than one pair of conjugate non-zero characteristic roots. This is refined to characterize real c for which cH(A^-1) - H(A)^-1 is positive definite.

The cramped (characteristic roots on an arc of less than 180°) unitary matrices are linked to ∏_n and characterized in several ways via products of the form A ^-1A*.

Classical inequalities for Hermitian positive definite matrices are studied in ∏_n and for Hadamard's inequality two types of generalizations are given. In the first a large subclass of ∏_n in which the precise statement of Hadamardis inequality holds is isolated while in another large subclass its reverse is shown to hold. In the second Hadamard's inequality is weakened in such a way that it holds throughout ∏_n. Both approaches contain the original Hadamard inequality as a special case.

Estudo das alterações microcirculatórias na população idosa comparadas com adultos jovens

O envelhecimento populacional é um fenômeno mundial, assim como o predomínio de mortes por doenças cardiovasculares. Estudos demonstram que o envelhecimento acarreta aumento da rigidez vascular e perturbações na reatividade macrovascular. O presente estudo comparou a microcirculação deste processo com adultos jovens através da pletismografia de oclusão venosa (POV) e da videocapilaroscopia do leito periungueal (VC). Para isto, desenvolveu-se um estudo transversal com dois grupos: idade entre 18 e 30 anos (n=16) e outro grupo com idade igual ou superior a 60 anos (n=21), além da subdivisão deste grupo em três subgrupos: idosas saudáveis (n=8), idosas em tratamento de hipertensão arterial (IDHAS,n=6) e idosas em tratamento de dislipidemia (IDDIS,n=6). Foram realizadas avaliações clínica, antropométrica, bioquímica e microcirculatória. Como resultados, a VC mostrou aumento dos diâmetros capilares aferente, apical e eferente e redução da relação velocidade máxima/ velocidade basal de deslocamento de hemácias para grupo de idosas e todos os subgrupos. A POV revelou diminuição da vasodilatação endotélio-dependente em todos os grupos estudados e a vasodilatação endotélio-independente alterou-se apenas em IDHAS e IDDIS. Como conclusões houve, no envelhecimento, alterações estruturais e funcionais da microcirculação assim como redução da vasodilatação endotélio-dependente. A vasodilatação endotélio-independente manteve-se inalterada, indicando que a célula muscular lisa da parede vascular permanece preservada, porém sofre alterações nos grupos IDHAS e IDDIS.

Horizontes possíveis em derivas cariocas

Horizontes possíveis em derivas cariocas é uma pesquisa em que práticas como desenho, foto e vídeo se entrelaçam com a memória da cidade do Rio de Janeiro. Os registros de situações na cidade são tratados como intervalos em percursos diários. Uma cena agencia um quadro imaginativo que se adensa com as relações acionadas por lembranças. Tais relações compreendem referências a romances literários, a poesias, a histórias de vida e músicas