991 resultados para Histograma de gradientes orientados (HOG)


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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

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Cerca de 90% das plantas com flores e 35% das culturas agrícolas são dependentes de animais para polinização, e as abelhas são os principais agentes polinizadores de uma ampla variedade de espécies de plantas de ambientes naturais e agrícolas. Assim, as abelhas não só são imprescindíveis para a manutenção e conservação de comunidades de plantas em sistemas naturais, como também na atuação direta e significativa na produtividade agrícola. Atualmente, as populações de abelhas estão em declínio no mundo todo, em decorrência, principalmente, do crescente desmatamento e consequente perda de habitas adequados, além de outras ações antrópicas que modificam os seus nichos. Tendo em vista que muitos estudos, realizados principalmente em regiões temperadas, têm demonstrado que a paisagem do entorno dos cultivos agrícolas influencia a diversidade e abundância de polinizadores, avaliações sobre o efeito do contexto da paisagem na fauna de abelhas se tornam fundamentais. Este estudo teve como objetivo geral identificar os fatores que influenciam a riqueza e a abundância/diversidade de abelhas nativas em áreas agrícolas inseridas em um gradiente de quantidade de habitat e níveis de heterogeneidade da paisagem. O estudo foi conduzido no município de Guapiara, SP, região predominantemente agrícola, com fragmentos florestais de Mata Atlântica no entorno das propriedades rurais. Para amostrar a distribuição e a diversidade das abelhas foram usadas armadilhas do tipo pan trap (nas cores amarelo, azul e branco). Em cada ponto amostral foram instaladas cinco estações (cada estação composta por um pan traps de cada cor) de 1,5m de altura, cuja distribuição espacial dentro das propriedades de estudo tem formato de X e distantes uma das outras 5m. As amostragens foram de 30h/coleta em cada ponto amostral (n=17, cada um com raio de 1000m), realizadas em uma única época do ano (primavera/verão, quente e chuvoso)...

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The U.S. hog industry, once primarily made up of small owner-operated crop-hog farms, has become dominated by large specialized operations characterized by low costs and improved technologies in livestock management. Such changes have triggered concerns over the dangers large Hog Feeding Operations (HFOs) are likely to pose to the environment. In 2007, the top ten states accounted for more than 85 percent of total U.S. hog production (Iowa (IA), North Carolina (NC), Minnesota (MN), Illinois (IL), Nebraska (NE), Indiana (IN), Missouri (MO), Oklahoma (OK), Ohio (OH), and Kansas (KS)). With such domination on production, these states are often the subject of environmental debate relating to hog production. When farmers are required to incorporate environmental measures in hog production, their costs of production increase. Metcalfe (2001) found that small HFOs have found it difficult to cope with such costs and many have exited the industry, while large operations have not been affected at the same level. Due to the variation of environmental regulations among states, other operations moved to states with lax regulations (e.g. NC prior to the late 1990s). Such regulations appear to have played a major role in shaping the structure of the hog industry.

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Cerca de 90% das plantas com flores e 35% das culturas agrícolas são dependentes de animais para polinização, e as abelhas são os principais agentes polinizadores de uma ampla variedade de espécies de plantas de ambientes naturais e agrícolas. Assim, as abelhas não só são imprescindíveis para a manutenção e conservação de comunidades de plantas em sistemas naturais, como também na atuação direta e significativa na produtividade agrícola. Atualmente, as populações de abelhas estão em declínio no mundo todo, em decorrência, principalmente, do crescente desmatamento e consequente perda de habitas adequados, além de outras ações antrópicas que modificam os seus nichos. Tendo em vista que muitos estudos, realizados principalmente em regiões temperadas, têm demonstrado que a paisagem do entorno dos cultivos agrícolas influencia a diversidade e abundância de polinizadores, avaliações sobre o efeito do contexto da paisagem na fauna de abelhas se tornam fundamentais. Este estudo teve como objetivo geral identificar os fatores que influenciam a riqueza e a abundância/diversidade de abelhas nativas em áreas agrícolas inseridas em um gradiente de quantidade de habitat e níveis de heterogeneidade da paisagem. O estudo foi conduzido no município de Guapiara, SP, região predominantemente agrícola, com fragmentos florestais de Mata Atlântica no entorno das propriedades rurais. Para amostrar a distribuição e a diversidade das abelhas foram usadas armadilhas do tipo pan trap (nas cores amarelo, azul e branco). Em cada ponto amostral foram instaladas cinco estações (cada estação composta por um pan traps de cada cor) de 1,5m de altura, cuja distribuição espacial dentro das propriedades de estudo tem formato de X e distantes uma das outras 5m. As amostragens foram de 30h/coleta em cada ponto amostral (n=17, cada um com raio de 1000m), realizadas em uma única época do ano (primavera/verão, quente e chuvoso)...

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[EN]In this work an experimental study about the capability of the LBP, HOG descriptors and color for clothing attribute classification is presented. Two different variants of the LBP descriptor are considered, the original LBP and the uniform LBP. Two classifiers, Linear SVM and Random Forest, have been included in the comparison because they have been frequently used in clothing attributes classification. The experiments are carried out with a public available dataset, the clothing attribute dataset, that has 26 attributes in total. The obtained accuracies are over 75% in most cases, reaching 80% for the necktie or sleeve length attributes.

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Isolated Shaker communal farms stressed self-sufficiency as an ideal but carefully chose which goods to buy and sell in external markets and which to produce and consume themselves. We use records of hog slaughter weights to investigate the extent to which the Shakers incorporated market-based price information in determining production levels of a consumption good which they did not sell in external markets: pork. Granger causality tests indicate that Shaker pork production decisions were influenced as hypothesized, strongly by corn prices and weakly by pork prices. We infer that attention to opportunity costs of goods that they produced and consumed themselves was a likely factor aiding the longevity of Shaker communal societies.

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Despite the potential impact of ocean acidification on ecosystems such as coral reefs, surprisingly, there is very limited field data on the relationships between calcification and seawater carbonate chemistry. In this study, contemporaneous in situ datasets of seawater carbonate chemistry and calcification rates from the high-latitude coral reef of Bermuda over annual timescales provide a framework for investigating the present and future potential impact of rising carbon dioxide (CO2) levels and ocean acidification on coral reef ecosystems in their natural environment. A strong correlation was found between the in situ rates of calcification for the major framework building coral species Diploria labyrinthiformis and the seasonal variability of [CO32-] and aragonite saturation state omega aragonite, rather than other environmental factors such as light and temperature. These field observations provide sufficient data to hypothesize that there is a seasonal "Carbonate Chemistry Coral Reef Ecosystem Feedback" (CREF hypothesis) between the primary components of the reef ecosystem (i.e., scleractinian hard corals and macroalgae) and seawater carbonate chemistry. In early summer, strong net autotrophy from benthic components of the reef system enhance [CO32-] and omega aragonite conditions, and rates of coral calcification due to the photosynthetic uptake of CO2. In late summer, rates of coral calcification are suppressed by release of CO2 from reef metabolism during a period of strong net heterotrophy. It is likely that this seasonal CREF mechanism is present in other tropical reefs although attenuated compared to high-latitude reefs such as Bermuda. Due to lower annual mean surface seawater [CO32-] and omega aragonite in Bermuda compared to tropical regions, we anticipate that Bermuda corals will experience seasonal periods of zero net calcification within the next decade at [CO32-] and omega aragonite thresholds of ~184 micro moles kg-1 and 2.65. However, net autotrophy of the reef during winter and spring (as part of the CREF hypothesis) may delay the onset of zero NEC or decalcification going forward by enhancing [CO32-] and omega aragonite. The Bermuda coral reef is one of the first responders to the negative impacts of ocean acidification, and we estimate that calcification rates for D. labyrinthiformis have declined by >50% compared to pre-industrial times.

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El presente estudio recopila los diferentes bancos de pruebas de EMC, Radio, SAR y seguridad eléctrica que se utiliza en la vigilancia del mercado. Describe las pruebas realizadas por el Estado español para llevar a cabo el seguimiento y control de los equipos vendidos. En primer lugar se presenta una descripción cualitativa de los ambientes clasificados por requisitos que explica en qué consisten las pruebas que se hacen, cómo se configura el entorno de medida y cuáles son los equipos que se deben utilizar. Está ilustrado con fotografías de los bastidores, antenas, amplificadores, generadores y otros equipos que la SETSI tiene en su laboratorio en El Casar (Guadalajara). La vigilancia de los equipos se realiza periódicamente en los estados miembros de la Unión Europea. Los funcionarios responsables también se reúnen periódicamente a nivel europeo para sacar conclusiones y hacer proyecciones futuras. El equipo adquirido en centros comerciales de venta al público, después de poco más de un mes, en el que se pasan las pruebas, vuelve a la cadena de comercialización, por lo que los dispositivos no se puedan dañar. Las pruebas realizadas en el laboratorio no pueden ser perjudiciales para los dispositivos por lo que es necesario tomar precauciones en la ejecución de las pruebas. El centro del PFC es el área de la Seguridad Eléctrica. El capítulo 4 es una reproducción de la Norma internacional IEC 60950-1:2007/A11 sobre seguridad en equipos de tecnología de la información adaptada a los requisitos de la vigilancia de mercado. Las autoridades competentes se basan en este estándar para evaluar y garantizar la seguridad del usuario en los equipos de consumo. Diseñados los procedimientos de ensayo y montado un banco de acuerdo a estos ensayos, se ha preparado un manual de operador, capítulo 5, en el que se recogen cada una de las pruebas y controles visuales que deben realizarse para probar que el equipo es conforme. Para finalizar, en el capítulo 6, se ejecutan ensayos de ejemplo sobre tres dispositivos de prueba y se elaboran las correspondientes hojas de ensayo. El propósito es proporcionar al operador un manual completo del banco de seguridad eléctrica, es por ello que en el manual de operador se han repetido muchos fragmentos de la norma para facilitar al operador el objetivo concreto de las pruebas y el acceso fácil a la información. This dissertation presents the different test benches of EMC, Radio, SAR and Electrical Safety that are used in market surveillance. Describes the tests performed by the Spanish State to carry out the monitoring and control of equipment sold. First a qualitative description of the environments classified by requisites that explains in that consist the tests that are make it, how it configures the measure environment and which are the equipment that it should use. It is illustrated with photographs of the racks, antennas, amplifiers, generators and other equipment that the S.E.T.S.I has in its laboratory on El Casar (Guadalajara). The surveillance of equipment is performed periodically in the member states of the European Union. Responsible officials also periodically meet at European level to draw conclusions and make future projections. The equipment purchased in malls public sale, after little more than a month, in which the tests are passed, returned to the trade chain, which is why the devices cannot be damaged. The tests done in the laboratory may not be harmful for devices are thus necessary to take precautions in the execution of the tests. The center of this dissertation is the area of Electrical Safety. Chapter 4 is a reproduction of the International Standard IEC 60950-1:2007/A11 safety in teams of information technology, adapted to the requirements of market surveillance. The competent authorities are based on this standard to assess and ensure the user's safety in the consumption equipment. Designed test procedures and mounted on a bench according to these tests, it has prepared a manual operator, in Chapter 5, with each of the tests and visual inspections in order to prove that the equipment complies. Finally, in Chapter 6, such tests run on three devices are developed test and test some leaves. The purpose of this book is to provide an operator manual of the bench of electrical safety, which is why the operator manual have been repeated fragments of the standard, in chapter 5, to facilitate the operator to test execution and access to information.

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La computación ubicua se ha convertido en un paradigma de referencia para el diseño de espacios inteligentes y los desarrollos actuales en el campo de la inteligencia ambiental están cada vez más relacionados con el concepto de Internet de las Cosas y la Internet del Futuro. A pesar de que este paradigma ofrece soluciones verdaderamente rentables en los ámbitos de la Teleasistencia, la sanidad y Ambient Assisted Living, no proporciona al usuario final un rol claramente defi?nido en el desarrollo de las interacciones dinámicas con el entorno. Por lo tanto, el despliegue de servicios de eSalud inteligentes en un espacio privado, como la casa, está todavía sin resolver. En este artículo se define un modelo de interacción persona-ambiente para fomentar la confianza y aceptación de usuarios en entornos privados mediante la aplicación de los conceptos de seguridad centrada en el usuario, diseño guiado por la actividad y la teoría de la acción.

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One of the main challenges for intelligent vehicles is the capability of detecting other vehicles in their environment, which constitute the main source of accidents. Specifically, many methods have been proposed in the literature for video-based vehicle detection. Most of them perform supervised classification using some appearance-related feature, in particular, symmetry has been extensively utilized. However, an in-depth analysis of the classification power of this feature is missing. As a first contribution of this paper, a thorough study of the classification performance of symmetry is presented within a Bayesian decision framework. This study reveals that the performance of symmetry-based classification is very limited. Therefore, as a second contribution, a new gradient-based descriptor is proposed for vehicle detection. This descriptor exploits the known rectangular structure of vehicle rears within a Histogram of Gradients (HOG)-based framework. Experiments show that the proposed descriptor outperforms largely symmetry as a feature for vehicle verification, achieving classification rates over 90%.

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Vision-based object detection from a moving platform becomes particularly challenging in the field of advanced driver assistance systems (ADAS). In this context, onboard vision-based vehicle verification strategies become critical, facing challenges derived from the variability of vehicles appearance, illumination, and vehicle speed. In this paper, an optimized HOG configuration for onboard vehicle verification is proposed which not only considers its spatial and orientation resolution, but descriptor processing strategies and classification. An in-depth analysis of the optimal settings for HOG for onboard vehicle verification is presented, in the context of SVM classification with different kernels. In contrast to many existing approaches, the evaluation is realized in a public and heterogeneous database of vehicle and non-vehicle images in different areas of the road, rendering excellent verification rates that outperform other similar approaches in the literature.