Hand gesture recognition system based in computer vision and machine learning

"Lecture notes in computational vision and biomechanics series, ISSN 2212-9391, vol. 19"

Vision-based portuguese sign language recognition system

Vision-based hand gesture recognition is an area of active current research in computer vision and machine learning. Being a natural way of human interaction, it is an area where many researchers are working on, with the goal of making human computer interaction (HCI) easier and natural, without the need for any extra devices. So, the primary goal of gesture recognition research is to create systems, which can identify specific human gestures and use them, for example, to convey information. For that, vision-based hand gesture interfaces require fast and extremely robust hand detection, and gesture recognition in real time. Hand gestures are a powerful human communication modality with lots of potential applications and in this context we have sign language recognition, the communication method of deaf people. Sign lan- guages are not standard and universal and the grammars differ from country to coun- try. In this paper, a real-time system able to interpret the Portuguese Sign Language is presented and described. Experiments showed that the system was able to reliably recognize the vowels in real-time, with an accuracy of 99.4% with one dataset of fea- tures and an accuracy of 99.6% with a second dataset of features. Although the im- plemented solution was only trained to recognize the vowels, it is easily extended to recognize the rest of the alphabet, being a solid foundation for the development of any vision-based sign language recognition user interface system.

IEA EBC Annex56 vision for cost effective energy and carbon emissions optimization in building renovation

Building sector has become an important target for carbon emissions reduction, energy consumption and resources depletion. Due to low rates of replacement of the existing buildings, their low energy performances are a major concern. Most of the current regulations are focused on new buildings and do not account with the several technical, functional and economic constraints that have to be faced in the renovation of existing buildings. Thus, a new methodology is proposed to be used in the decision making process for energy related building renovation, allowing finding a cost-effective balance between energy consumption, carbon emissions and overall added value.

Caracterización florística de ambientes de la cuenca baja del Río Cucurital, afluente del Río Caroní, Estado Bolívar, Guayana Venezolana

Como una contribución al conocimiento florístico de la cuenca del Río Caroní se realizaron colecciones botánicas en varios ambientes de la cuenca baja del Río Cucurital, que incluyen formaciones boscosas, tanto en penillanura como ribereñas, morichales, sabanas, arbustales y ambientes perturbados; en los bosques se hicieron colecciones en parcelas de 0,1 ha y fuera de ellas. De manera general, las familias con mayor cantidad de especies fueron Melastomataceae (46), Rubiaceae (33), Euphorbiaceae (23), Cyperaceae (19), Myrtaceae (18), Fabaceae (18), Clusiaceae (15), Arecaceae (15), Caesalpiniaceae (14), Chrysobalanaceae (14), Lauraceae (14), Poaceae (13) y Burseraceae (12), siendo las más representativas de la cuenca baja. Los géneros con mayor cantidad de especies fueron Miconia (17), Psychotria (13), Ocotea (10), Myrcia (8), Protium (7), Licania (7) y Rhynchospora (7). Melastomataceae y Rubiaceae predominaron en todos los ambientes con excepción de la sabana; Lauraceae, Burseraceae, Arecaceae, Chrysobalanaceae y Euphorbiaceae fueron las de mayor importancia en los bosques, y Myrtaceae y Cyperaceae en los bosques ribereños, esta última junto con las Poaceae predominaron en morichal y sabana. Se encontraron 19 especies restringidas a la Guayana venezolana, de las cuales 12 se conocen sólo del estado Bolívar, evidenciando que las condiciones ecológicas, topográficas y edáficas determinan la presencia de elementos florísticos particulares. Las actividades humanas son escasas, lo que se ha reflejado en poca alteración de las comunidades vegetales y en el mantenimiento del carácter prístino de los ambientes. Los escasos ambientes intervenidos han sido colonizados por especies herbáceas y arbustivas típicas de la región.

Influência de filtros de ruído dinâmico na perceção das cores utilizando um novo teste de visão das cores

Dissertação de mestrado em Optometria Avançada

Alterações na biometria e na refração durante o ano letivo II

Dissertação de mestrado em Optometria Avançada

Análise da prevalência da miopia em estudantes universitários

Dissertação de mestrado em Optometria Avançada

Hand gesture recognition system based in computer vision and machine learning: Applications on human-machine interaction

Tese de Doutoramento em Engenharia de Eletrónica e de Computadores

Relatório de atividade profissional

Relatório de atividade profissional de mestrado em Optometria Avançada

Historia e identidades culturales: atas

Atas: V Simpósio Internacional de Didáctica de las Ciencias Sociales en el Ámbito Iberoamericano & Congresso Internacional das XIII Jornadas de Educação Histórica. Evento realizado em 29, 30, 31 de maio e 1 de junho de 2013, Universidade de Barcelona.

Muscologia recentiorum seu analysis, historia et descriptio methodica omnium muscorum frondosorum hucusque cognitorum ad normam Hedwigii.

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Anales de historia natural.

v. 1 1799

Anales de historia natural.

v. 2 1800

Anales de historia natural.

v. 3 1801