258 research outputs found

    Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding

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    This work addresses the problem of semantic scene understanding under dense fog. Although considerable progress has been made in semantic scene understanding, it is mainly related to clear-weather scenes. Extending recognition methods to adverse weather conditions such as fog is crucial for outdoor applications. In this paper, we propose a novel method, named Curriculum Model Adaptation (CMAda), which gradually adapts a semantic segmentation model from light synthetic fog to dense real fog in multiple steps, using both synthetic and real foggy data. In addition, we present three other main stand-alone contributions: 1) a novel method to add synthetic fog to real, clear-weather scenes using semantic input; 2) a new fog density estimator; 3) the Foggy Zurich dataset comprising 38083808 real foggy images, with pixel-level semantic annotations for 1616 images with dense fog. Our experiments show that 1) our fog simulation slightly outperforms a state-of-the-art competing simulation with respect to the task of semantic foggy scene understanding (SFSU); 2) CMAda improves the performance of state-of-the-art models for SFSU significantly by leveraging unlabeled real foggy data. The datasets and code are publicly available.Comment: final version, ECCV 201

    Marine Monitoring Program: Annual Report for inshore pesticide monitoring 2018–19

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    [Extract] This component of the Marine Monitoring Program provides an understanding of nearshore pesticide profiles and the exposure risk to marine organisms, as a part of water quality condition on the Great Barrier Reef. Data are collected from eleven fixed monitoring sites located in four Natural Resource Management regions — the Wet Tropics (five sites: Low Isles, High Island, Normanby Island, Dunk Island and Lucinda), Burdekin (one site: Barratta Creek), Mackay-Whitsundays (four sites: Repulse Bay, Flat Top Island, Sandy Creek and Sarina Inlet) and Fitzroy (one site: North Keppel Island). The suite of pesticides monitored includes photosystem II (PSII) inhibiting herbicides (such as diuron, atrazine (and its metabolites), ametryn, hexazinone, tebuthiuron), which all affect photosynthesis, and are commonly detected due to their high usage in adjacent catchments, and their high solubility. Other pesticides monitored include those that have non-photosynthetic effects (such as imidacloprid and metolachlor) and knockdown herbicides (such as 2,4-D)

    Removal of the Northern Paleo-Teton Range along the Yellowstone Hotspot Track

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    Classically held mechanisms for removing mountain topography (e.g., erosion and gravitational collapse) require 10-100 Myr or more to completely remove tectonically generated relief. Here, we propose that mountain ranges can be completely and rapidly (\u3c 2 Myr) removed by a migrating hotspot. In western North America, multiple mountain ranges, including the Teton Range, terminate at the boundary with the relatively low relief track of the Yellowstone hotspot. This abrupt transition leads to a previously untested hypothesis that preexisting mountainous topography along the track has been erased. We integrate thermochronologic data collected from the footwall of the Teton fault with flexural-kinematic modeling and length-displacement scaling to show that the paleo-Teton fault and associated Teton Range was much longer (min. original length 190-210 km) than the present topographic expression of the range front (~65 km) and extended across the modern-day Yellowstone hotspot track. These analyses also indicate that the majority of fault displacement (min. 11.4-12.6 km) and the associated footwall mountain range growth had accumulated prior to Yellowstone encroachment at ~2 Ma, leading us to interpret that eastward migration of the Yellowstone hotspot relative to stable North America led to removal of the paleo-Teton mountain topography via posteruptive collapse of the range following multiple supercaldera (VEI 8) eruptions from 2.0 Ma to 600 ka and/or an isostatic collapse response, similar to ranges north of the Snake River plain. While this extremely rapid removal of mountain ranges and adjoining basins is probably relatively infrequent in the geologic record, it has important implications for continental physiography and topography over very short time spans

    Epidemiología del tabaquismo en los estudiantes de ciencias de la salud

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    The characteristics of tobacco use by students of the Division of Health Sciences of the University of Barcelona have been studied. During the 1988-1989 school year, 382 students were individually interviewed about their use of tobacco by means of a questionnaire routinely used by the Department of Health and Social Security of the Generalitat of Catalonia (Spain), with pertinent modifications for this specific group. These interviews were performed by appropriately trained personnel. Information was also gathered on the influence of university-level studies on smoking habits, the effect of advertising and the efficacy of antitobacco programs and campaigns carried out by the government. The study sample was drawn from lists supplied by the registrars' offices, by means of a random sampling by school (Medicine, Pharmacy, Psychology, Odontology and Nursing). The prevalence of tobacco use was 40.8% (29.8% daily smokers and 11% occasional smokers). These results are similar to those described in the literature, although these values are somewhat higher than those in more developed countries with a longer tradition of resistance to the use of tobacco. It is important to note that studying health sciences does not appera to be a major influence on the student's habits, but that the social and cultural environment is the factor which weighs the most in this respect. In conclusion, to reduce the prevalence of tobacco use in this important group, educational programs must be begun at the pre-university level (secundary school) and changes should be made in the curricula of the health professional so that areas related to tobacco use are more motivational for students.Las características del hábito tabáquico en los estudiantes de la División de Ciencias de la Salud de la Universidad de Barcelona han sido estudiadas en este trabajo. Durante el Curso Académico 1988-89, 382 alumnos han sido entrevistados individualmente en relación al tabaquismo, mediante el cuestionario utilizado habitualmente por el Departamento de Sanidad y Segundad Social de la Generalidad de Cataluña (España), con las modificaciones más oportunas para este colectivo específico. Asimismo se ha recogido información relacionada con la influencia de los estudios universitarios en el hábito de fumar, la autorización de la publicidad y la eficacia de los programas y campañas de lucha antitabaco desarrollados por las Administraciones públicas. La prevalencia de tabaquismo ha sido del 40,8% (29,8% de fumadores habituales y 11% de fumadores ocasionales). Hay que remarcar que los estudios relacionados con la salud no parecen influir de forma destacada en el hábito de los estudiantes, siendo el entorno cultural y social los factores que tienen un papel más determinante en este sentido. Como conclusión final señalar que, para disminuir la prevalencia de tabaquismo en este importante colectivo, hay que instaurar programas educativos a nivel de la escolarización pre-universitaria (bachillerato unificado polivalente y curso de orientación universitaria), e introducir modificaciones en los futuros planes de estudio de las profesiones sanitarias, de manera que los contenidos relacionados con el tabaco sean más motivadores para los alumnos.Foram estudadas as características do habito de fumar nos estudantes de ciências da saúde da Universidade de Barcelona. Durante o ano letivo 1988-89 foram entrevistados 382 alunos em relação ao uso do fumo, por meio de questionário rotinamente utilizado por um Departamento daquela Universidade, no qual foram efetuadas modificações pertinentes ao grupo estudado. Foram obtidas informações relacionadas com a influência dos estudos universitários no hábito de fumar, com os efeitos da publicidade e com a eficácia dos programas e das campanhas da luta anti-fumo desenvolvidos pelas administrações públicas. A amostra foi obtida a partir das listagens fornecidas pelas diferentes secretarias administrativas, por meio de uma amostragem aleatória estratificada por Faculdades (Medicina, Farmácia, Psicologia, Odontologia e Enfermagem). A prevalência do tabagismo foi de 40,8% (29,8% de fumantes habituais e 11% ocasionais). Os estudos relacionados com a saúde não parecem influir, de um forma destacada, no hábito dos estudantes, sendo o meio cultural e social o fator que exerce papel mais determinante nesse sentido. Assinala-se que, para poder diminuir a prevalência do fumo nesse importante grupo, devem-se iniciar programas educativos ao nível de escolarização pré-universitária (bacharelato unificado polivalente e curso de orientação universitária) e introduzir modificações nos futuros planos de estudo das profissões sanitárias, de forma a que os conteúdos relacionados com o fumo sejam canais motivadores para os alunos

    Infant mental health home visiting therapists- reflective supervision self- efficacy in community practice settings

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    In recent years, there has been an increase in the research on reflective supervision, including the development of tools designed to measure reflective practice in the context of reflective supervision. The Reflective Supervision Self- Efficacy Scale for Supervisees (RSSESS) is a self- report measure that has been used in previous evaluations and is designed to assess perceived reflective practice self- efficacy for Infant Mental Health- Home Visiting (IMH- HV) therapists. Properties of the RSSESS including factor structure and reliability are explored in a first study that lays the foundation for the use of the RSSESS in an IMH- HV evaluation in the State of Michigan. IMH- HV therapists completed the RSSESS at 4 time points over a 12- month period and also completed a Clinician Profile Form that included questions about their IMH background and their work experience, including job satisfaction and burnout. Results indicated that the RSSESS is a reliable tool to measure change in reflective practice skills. IMH- HV therapists demonstrated growth in their use of reflective practice skills with families and their observational skills over the 12- month period. In addition, results indicated correlations between reflective supervision self- efficacy and job satisfaction as well as burnout.Peer Reviewedhttps://deepblue.lib.umich.edu/bitstream/2027.42/154909/1/imhj21834.pdfhttps://deepblue.lib.umich.edu/bitstream/2027.42/154909/2/imhj21834_am.pd

    Plasma p217+tau versus NAV4694 amyloid and MK6240 tau PET across the Alzheimer\u27s continuum

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    Introduction: We evaluated a new Simoa plasma assay for phosphorylated tau (P-tau) at aa217 enhanced by additional p-tau sites (p217+tau). Methods: Plasma p217+tau levels were compared to 18F-NAV4694 amyloid beta (Aβ) positron emission tomography (PET) and 18F-MK6240 tau PET in 174 cognitively impaired (CI) and 223 cognitively unimpaired (CU) participants. Results: Compared to Aβ− CU, the plasma levels of p217+tau increased 2-fold in Aβ+ CU and 3.5-fold in Aβ+ CI. In Aβ− the p217+tau levels did not differ significantly between CU and CI. P217+tau correlated with Aβ centiloids P =.67 (CI, P =.64; CU, P =.45) and tau SUVRMT P =.63 (CI, P =.69; CU, P =.34). Area under curve (AUC) for Alzheimer\u27s disease (AD) dementia versus Aβ− CU was 0.94, for AD dementia versus other dementia was 0.93, for Aβ+ versus Aβ− PET was 0.89, and for tau+ versus tau− PET was 0.89. Discussion: Plasma p217+tau levels elevate early in the AD continuum and correlate well with Aβ and tau PET

    The promotion of children's health and wellbeing:the contributions of England's charity sector

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    Background. Sports and arts based services for children have positive impacts on their mental and physical health. The charity sector provides such services, often set up in response to local communities expressing a need. The present study maps resilience promoting services provided by children's charities in England. Specifically, the prominence of sports and arts activities, and types of mental health provisions including telephone help-lines, are investigated. Findings. The study was a cross-sectional web-based survey of chief executives, senior mangers, directors and chairs of charities providing services for children under the age of 16. The aims, objectives and activities of participating children's charities and those providing mental health services were described overall. In total 167 chief executives, senior managers, directors and chairs of charities in England agreed to complete the survey. From our sample of charities, arts activities were the most frequently provided services (58/167, 35%), followed by counselling (55/167, 33%) and sports activities (36/167, 22%). Only 13% (22/167) of charities expected their work to contribute to the health legacy of the 2012 London Olympics. Telephone help lines were provided by 16% of the charities that promote mental health. Conclusions. Counselling and arts activities were relatively common. Sports activities were limited despite the evidence base that sport and physical activity are effective interventions for well-being and health gain. Few of the charities we surveyed expected a health legacy from the 2012 London Olympics

    Abnormal oscillatory brain dynamics in schizophrenia: a sign of deviant communication in neural network?

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    <p>Abstract</p> <p>Background</p> <p>Slow waves in the delta (0.5–4 Hz) frequency range are indications of normal activity in sleep. In neurological disorders, focal electric and magnetic slow wave activity is generated in the vicinity of structural brain lesions. Initial studies, including our own, suggest that the distribution of the focal concentration of generators of slow waves (dipole density in the delta frequency band) also distinguishes patients with psychiatric disorders such as schizophrenia, affective disorders, and posttraumatic stress disorder.</p> <p>Methods</p> <p>The present study examined the distribution of focal slow wave activity (ASWA: abnormal slow wave activity) in116 healthy subjects, 76 inpatients with schizophrenic or schizoaffective diagnoses and 42 inpatients with affective (ICD-10: F3) or neurotic/reactive (F4) diagnoses using a newly refined measure of dipole density. Based on 5-min resting magnetoencephalogram (MEG), sources of activity in the 1–4 Hz frequency band were determined by equivalent dipole fitting in anatomically defined cortical regions.</p> <p>Results</p> <p>Compared to healthy subjects the schizophrenia sample was characterized by significantly more intense slow wave activity, with maxima in frontal and central areas. In contrast, affective disorder patients exhibited less slow wave generators mainly in frontal and central regions when compared to healthy subjects and schizophrenia patients. In both samples, frontal ASWA were related to affective symptoms.</p> <p>Conclusion</p> <p>In schizophrenic patients, the regions of ASWA correspond to those identified for gray matter loss. This suggests that ASWA might be evaluated as a measure of altered neuronal network architecture and communication, which may mediate psychopathological signs.</p
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