An information theoretic framework for image segmentation

In this paper, an information theoretic framework for image segmentation is presented. This approach is based on the information channel that goes from the image intensity histogram to the regions of the partitioned image. It allows us to define a new family of segmentation methods which maximize the mutual information of the channel. Firstly, a greedy top-down algorithm which partitions an image into homogeneous regions is introduced. Secondly, a histogram quantization algorithm which clusters color bins in a greedy bottom-up way is defined. Finally, the resulting regions in the partitioning algorithm can optionally be merged using the quantized histogram

An image quality comparison of standard and dual-side read CR systems for pediatric radiology.

An objective analysis of image quality parameters was performed for a computed radiography (CR) system using both standard single-side and prototype dual-side read plates. The pre-sampled modulation transfer function (MTF), noise power spectrum (NPS), and detective quantum efficiency (DQE) for the systems were determined at three different beam qualities representative of pediatric chest radiography, at an entrance detector air kerma of 5 microGy. The NPS and DQE measurements were realized under clinically relevant x-ray spectra for pediatric radiology, including x-ray scatter radiations. Compared to the standard single-side read system, the MTF for the dual-side read system is reduced, but this is offset by a significant decrease in image noise, resulting in a marked increase in DQE (+40%) in the low spatial frequency range. Thus, for the same image quality, the new technology permits the CR system to be used at a reduced dose level.

Objective comparison of image quality and dose between conventional and synchrotron radiation mammography.

The shape of the energy spectrum produced by an x-ray tube has a great importance in mammography. Many anode-filtration combinations have been proposed to obtain the most effective spectrum shape for the image quality-dose relationship. On the other hand, third generation synchrotrons such as the European Synchrotron Radiation Facility in Grenoble are able to produce a high flux of monoenergetic radiation. It is thus a powerful tool to study the effect of beam energy on image quality and dose in mammography. An objective method was used to evaluate image quality and dose in mammography with synchrotron radiation and to compare them to standard conventional units. It was performed systematically in the energy range of interest for mammography through the evaluation of a global image quality index and through the measurement of the mean glandular dose. Compared to conventional mammography units, synchrotron radiation shows a great improvement of the image quality-dose relationship, which is due to the beam monochromaticity and to the high intrinsic collimation of the beam, which allows the use of a slit instead of an anti-scatter grid for scatter rejection.

Jean Jaquet et ses émules obscurs : les sculpteurs d'ornement à Genève au XVIIIe siècle

Un travail consacré à la sculpture d'ornement implique de s'intéresser à un corps de métier qui n'a guère laissé de trace dans l'historiographie, les sculpteurs d'ornement. A Genève, un seul représentant de cette spécialité est passé à la postérité : Jean Jaquet (1754-1839). L'activité de celui-ci, couvrant les dernières décennies du XVIIIe et les premières années du XIXe siècle, apparaît par conséquent comme un moment de perfection de la sculpture d'ornement dans l'histoire de la République. Comment Jaquet, ce simple entrepreneur en décoration, est-il parvenu à acquérir une forme de notoriété et à entrer dans l'histoire de l'art genevoise ? En quoi son parcours professionnel se distingue-t-il de celui des autres sculpteurs d'ornement actifs à Genève au XVIIIe siècle, ses émules obscurs ? Afin de discuter ces questions, j'ai procédé en trois temps.D'abord, il a fallu se donner les moyens de connaître l'arrière-plan socio-professionnel. Un important travail de dépouillement de sources notamment des registres des permissions de séjour accordées par la Chambre des Etrangers - a permis de se faire une idée des rouages de l'entreprise de décoration, de l'activité des ateliers et de leur succession dans le temps. L'étude de la production reste néanmoins problématique. Le corpus de décorations conservées du XVIIIe siècle est en effet mal identifié et l'absence de documentation historique rend périlleuse toute tentative de classement par ateliers ou par tranches chronologiques. En raison de ces lacunes, il n'a pas paru opportun de chercher à présenter une vision globale de la décoration intérieures au XVIIIe siècle à Genève, ni de proposer une nouvelle carte des attributions. La deuxième partie de la thèse suit par conséquent un principe simple. En raison de l'omniprésence de Jaquet dans l'historiographie, elle analyse la manière dont le corpus de ses oeuvres a été constitué au fil des XIXe et XXe siècle. En d'autres termes, elle vise à déconstruire les mécanismes de l'attribution et à interroger la pertinence de ses critères. Une telle démarche permet de redessiner les contours de la production de décoration à Genève et d'en saisir les enjeux. Les ateliers ont-ils chacun leur manière propre - leur style propre ? Celui-ci se fonde-t-il sur l'expression d'une personnalité artistique autonome ? Ou leur production est-elle avant tout déterminée par une demande sociale stéréotypée, fondée sur la reproduction de modèles convenus ? Sans minimiser l'importance de Jaquet dans la décoration genevoise du XVIIIe siècle, ni la qualité de son travail, la deuxième partie de ce travail vise à révéler certaines faiblesses dans le système des attributions. Indirectement, cela permet de se faire une idée de l'apport d'autres entrepreneurs en ornement.Les deux premières parties posent les bases d'un discours critique sur les producteurs et leurs oeuvres. La troisième analyse, du XIXe au XXIe siècle, les modalités de la promotion et de la réception de Jaquet, en d'autres termes la construction de son image. Grâce à son ambition, le sculpteur s'est hissé au-dessus de sa condition. Parmi les entrepreneurs en décoration actifs à Genève, il est en effet le seul à avoir séjourné à l'étranger, fréquenté les académies, enseigné le dessin et fait quelques incursions dans le domaine de la sculpture figuriste. Par conséquent, il est aussi le seul à avoir une place dans l'histoire des Beaux-Arts, puis, à partir de la fin du XIXe siècle, dans celle des Arts décoratifs à Genève. Ni artiste de talent universel, ni ouvrier, Jaquet est un représentant de première qualité d'une catégorie professionnelle particulière, composée d'individus auxquels les historiens de l'art ne portent qu'un intérêt limité, parce qu'ils sont à la charnière des arts mécaniques et des arts libéraux.

How to keep the brain awake? The complex molecular pharmacogenetics of wake promotion.

Wake-promoting drugs are widely used to treat excessive daytime sleepiness. The neuronal pathways involved in wake promotion are multiple and often not well characterized. We tested d-amphetamine, modafinil, and YKP10A, a novel wake-promoting compound, in three inbred strains of mice. The wake duration induced by YKP10A and d-amphetamine depended similarly on genotype, whereas opposite strain differences were observed after modafinil. Electroencephalogram (EEG) analysis during drug-induced wakefulness revealed a transient approximately 2 Hz slowing of theta oscillations and an increase in beta-2 (20-35 Hz) activity only after YKP10A. Gamma activity (35-60 Hz) was induced by all drugs in a drug- and genotype-dependent manner. Brain transcriptome and clustering analyses indicated that the three drugs have both common and specific molecular signatures. The correlation between specific EEG and gene-expression signatures suggests that the neuronal pathways activated to stay awake vary among drugs and genetic background.

Exploration of alpine orographic precipitation patterns with radar image processing and clustering techniques

A methodology of exploratory data analysis investigating the phenomenon of orographic precipitation enhancement is proposed. The precipitation observations obtained from three Swiss Doppler weather radars are analysed for the major precipitation event of August 2005 in the Alps. Image processing techniques are used to detect significant precipitation cells/pixels from radar images while filtering out spurious effects due to ground clutter. The contribution of topography to precipitation patterns is described by an extensive set of topographical descriptors computed from the digital elevation model at multiple spatial scales. Additionally, the motion vector field is derived from subsequent radar images and integrated into a set of topographic features to highlight the slopes exposed to main flows. Following the exploratory data analysis with a recent algorithm of spectral clustering, it is shown that orographic precipitation cells are generated under specific flow and topographic conditions. Repeatability of precipitation patterns in particular spatial locations is found to be linked to specific local terrain shapes, e.g. at the top of hills and on the upwind side of the mountains. This methodology and our empirical findings for the Alpine region provide a basis for building computational data-driven models of orographic enhancement and triggering of precipitation. Copyright (C) 2011 Royal Meteorological Society .

Multimodal evaluation for medical image segmentation

This paper is a joint effort between five institutionsthat introduces several novel similarity measures andcombines them to carry out a multimodal segmentationevaluation. The new similarity measures proposed arebased on the location and the intensity values of themisclassified voxels as well as on the connectivity andthe boundaries of the segmented data. We showexperimentally that the combination of these measuresimprove the quality of the evaluation. The study that weshow here has been carried out using four differentsegmentation methods from four different labs applied toa MRI simulated dataset of the brain. We claim that ournew measures improve the robustness of the evaluation andprovides better understanding about the differencebetween segmentation methods.

An empirical study of machine learning techniques applied to image watermarking

A study of how the machine learning technique, known as gentleboost, could improve different digital watermarking methods such as LSB, DWT, DCT2 and Histogram shifting.

Surveillance, health promotion and control of Chagas disease in the Amazon Region - Medical attention in the Brazilian Amazon Region: a proposal

We refer to Oswaldo Cruz’s reports dating from 1913 about the necessities of a healthcare system for the Brazilian Amazon Region and about the journey of Carlos Chagas to 27 locations in this region and the measures that would need to be adopted. We discuss the risks of endemicity of Chagas disease in the Amazon Region. We recommend that epidemiological surveillance of Chagas disease in the Brazilian Amazon Region and Pan-Amazon region should be implemented through continuous monitoring of the human population that lives in the area, their housing, the environment and the presence of triatomines. The monitoring should be performed with periodic seroepidemiological surveys, semi-annual visits to homes by health agents and the training of malaria microscopists and healthcare technicians to identify Trypanosoma cruzi from patients’ samples and T. cruzi infection rates among the triatomines caught. We recommend health promotion and control of Chagas disease through public health policies, especially through sanitary education regarding the risk factors for Chagas disease. Finally, we propose a healthcare system through base hospitals, intermediate-level units in the areas of the Brazilian Amazon Region and air transportation, considering the distances to be covered for medical care.

The Strategic value of European renewable energy promotion policy

Encara falta per fer possible una transformació estratègica d'Europa del sistema d'energia, però el que és de la mateixa importància com a objectius a llarg termini de la FER i Reduccions de GEH són vinculants i forts objectius d'eficiència energètica, no només per 2020, però també per al 2030, 2040 i 2050, com aquesta força ajudaria a fixar l'augment de les energies renovables en el total d'energia consum i per reduir el total Emissions de GEH d'Europa en general, i les del sector de l'energia en particular, encara sent un dels majors emissors de gasos d'efecte hivernacle de tots els sectors. La refosa Directiva, prevista per 2011/12 ha de ser un bones finestres d'oportunitat per finalment establir objectius vinculants d'eficiència energètica, l'únic pilar que encara falta en la força energia interdependents i estratègia sobre el clima de la UE, basat en la reducció de gasos d'efecte hivernacle i i l'eficiència energètica.

Mirror image atrial dilatation in adult patients with atrial fibrillation and congenital heart disease.

BACKGROUND: Atrial fibrillation (AF) is largely regarded to be initiated from left atrial (LA) dilatation, with subsequent dilatation of the right atrium (RA) in those who progress to chronic AF. We hypothesized that in adult patients with right-sided congenital heart disease (CHD) and AF, RA dilatation will predominate with subsequent dilatation of the left atrium, as a mirror image. METHODS: Adult patients with diagnosis of right-sided, ASD or left-sided CHD who had undergone an echocardiographic study and electrocardiographic recording in 2007 were included. RA and LA area were measured from the apical view. AF was diagnosed from a 12-lead electrocardiogram or Holter recording. A multivariate logistic regression model was used to identify predictors of AF and linear regression models were performed to measure relationship between RA and LA area and AF. RESULTS: A total of 291 patients were included in the study. Multivariate analysis showed that age (p=0.0001), RA (p=0.025) and LA area (p=0.0016) were significantly related to AF. In patients with pure left-sided pathologies, there was progressive and predominant LA dilatation that paralleled the development of AF from none to paroxysmal to chronic AF. In patients with pure right-sided pathologies, there was a mirror image of progressive and predominant RA dilatation with the development of AF. CONCLUSION: We observed a mirror image atrial dilatation in patients with right sided disease and AF. This may provide novel mechanistic insight as to the origin of AF in these patients and deserves further studying in the form of targeted electrophysiological studies.