Fusion of Single View Soft k-NN Classifiers for Multicamera Human Action Recognition

Proceedings of: 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010). San Sebastián, Spain, June 23-25, 2010This paper presents two different classifier fusion algorithms applied in the domain of Human Action Recognition from video. A set of cameras observes a person performing an action from a predefined set. For each camera view a 2D descriptor is computed and a posterior on the performed activity is obtained using a soft classifier. These posteriors are combined using voting and a bayesian network to obtain a single belief measure to use for the final decision on the performed action. Experiments are conducted with different low level frame descriptors on the IXMAS dataset, achieving results comparable to state of the art 3D proposals, but only performing 2D processing.This work was supported in part by Projects CICYT TIN2008-06742-C02-02/TSI, CICYT TEC2008-06732-C02-02/TEC, CAM CONTEXTS (S2009/TIC-1485) and DPS2008-07029-C02-02Publicad

Comparison Of Bone Quantity By Ultrasound Measurements Of Phalanges Between White And Black Children Living In Paraná,brazil, With Europeans

The objective of this study was to determine bone quantity by ultrasound measurements of the proximal fnger phalanges (AD-SoS = amplitude-dependent speed of sound) of healthy Brazilian schoolchildren living in Paraná, Brazil, and to compare these values with European populations. The sample was composed of 1356 Brazilian schoolchildren of both genders (660 males, 696 females), aged 6 to 11 years, divided into white (840) and black (516) groups and compared to age- and gender-matched Europeans. AD-SoS of the schoolchildren increased significantly with age for both genders. Significantly higher AD-SoS values were observed for the white children (1916 ± 58) compared to their black counterparts (1898 ± 72) and for the female gender (1920 ± 61) compared to the male gender (1898 ± 66). Overall, the AD-SoS outcomes for females were similar to those of European studies. However, the AD-SoS of the Brazilian schoolchildren of both genders and skin colors was lower than that reported for children in Poland. AD-SoS outcomes for Brazilian schoolboys were similar to those obtained in Italian studies and were lower than those of the Spanish children. In conclusion, Brazilian schoolchildren of both genders and skin colors showed lower bone quantities than Polish children and Spanish males, and levels similar to Italian children and Spanish females.4310976981Mora, S., Gilsanz, V., Establishment of peak bone mass (2003) En-docrinol Metab Clin North Am, 32, pp. 39-63Silva, C.C., Goldberg, T.B., Teixeira, A.S., Dalmas, J.C., Bone mineralization among male adolescents: Critical years for bone mass gain (2004) J Pediatr, 80, pp. 461-467Habicht, J.P., Martorell, R., Yarbrough, C., Malina, R.M., Klein, R.E., Height and weight standards for preschool children. How relevant are ethnic differences in growth potential? (1974) Lancet, 1, pp. 611-614WHO Working Group (1986) Bull World Health Organ, 64, pp. 929-941. , Use and interpretation of anthropometric indicators of nutri-tional statusCauley, J.A., Lui, L.Y., Stone, K.L., Hillier, T.A., Zmuda, J.M., Hochberg, M., Longitudinal study of changes in hip bone mineral density in Caucasian and African-American women (2005) J Am Geriatr Soc, 53, pp. 183-189Neuner, J.M., Zhang, X., Sparapani, R., Laud, P.W., Nattinger, A.B., Racial and socioeconomic disparities in bone density testing before and after hip fracture (2007) J Gen Intern Med, 22, pp. 1239-1245Leder, B.Z., Araujo, A.B., Travison, T.G., McKinlay, J.B., Racial and ethnic differences in bone turnover markers in men (2007) J Clin Endocrinol Metab, 92, pp. 3453-3457Travison, T.G., Araujo, A.B., Esche, G.R., McKinlay, J.B., The relationship between body composition and bone mineral content: Threshold effects in a racially and ethnically diverse group of men (2008) Osteoporos Int, 19, pp. 29-38Travison, T.G., Beck, T.J., Esche, G.R., Araujo, A.B., McKinlay, J.B., Age trends in proximal femur geometry in men: Variation by race and ethnicity (2008) Osteoporos Int, 19, pp. 277-287Hill, D.D., Cauley, J.A., Sheu, Y., Bunker, C.H., Patrick, A.L., Baker, C.E., Correlates of bone mineral density in men of African ancestry: The Tobago bone health study (2008) Osteoporos Int, 19, pp. 227-234INEP (Instituto Nacional de Estudos e Pesquisas Edu-cacionais Anísio Teixeira) Mostre Sua Raça, , http://inep.gov.br/imprensa/noticias/censo/escolar/news05_05.htm, declare sua cor, Accessed July 26, 2010Ribeiro, R.R., Guerra-Junior, G., de Barros-Filho, A., Bone mass in schoolchildren in Brazil: The effect of racial miscegenation, pubertal stage, and socioeconomic differences (2009) J Bone Miner Metab, 27, pp. 494-501Baroncelli, G.I., Federico, G., Bertelloni, S., de Terlizzi, F., Cadossi, R., Saggese, G., Bone quality assessment by quantitative ultrasound of proximal phalanxes of the hand in healthy subjects aged 3-21 years (2001) Pediatr Res, 49, pp. 713-718Gimeno, B.J., Azcona San Julián, C., Sierrasesúmaga Ariznabarreta, L., Bone mineral density determination by os-teosonography in healthy children and adolescents: Normal values (2001) An Esp Pediatr, 54, pp. 540-546Vignolo, M., Brignone, A., Mascagni, A., Ravera, G., Biasotti, B., Aicardi, G., Infuence of age, sex, and growth variables on phalangeal quantitative ultrasound measures: A study in healthy children and adolescents (2003) Calcif Tissue Int, 72, pp. 681-688Vignolo, M., Parodi, A., Mascagni, A., Torrisi, C., de Terlizzi, F., Aicardi, G., Longitudinal assessment of bone quality by quantitative ultrasonography in children and adolescents (2006) Ultrasound Med Biol, 32, pp. 1003-1010Halaba, Z.P., Quantitative ultrasound measurements at hand phalanges in children and adolescents: A longitudinal study (2008) Ultrasound Med Biol, 34, pp. 1547-1553Pena, S.D.J., Bortolini, M.C., Pode a genética defnir quem deve se benefciar das cotas universitárias e demais ações afr- mativas? (2004) Estud Av, 18, pp. 31-50Pena, S.D.J., Bastos-Rodrigues, L., Pimenta, J.R., Bydlowski, S.P., DNA tests probe the genomic ancestry of Brazilians (2009) Braz J Med Biol Res, 42, pp. 870-876Telles, E., (2003) Racismo À Brasileira: Uma Nova Perspectiva Soci-ológica, , Rio De Janeiro: Relume Dumará, Fundação FordOliveira, F., Ser negro no Brasil: Alcances e limites (2004) Estud Av, 18, pp. 57-60Gilsanz, V., Skaggs, D.L., Kovanlikaya, A., Sayre, J., Loro, M.L., Kaufman, F., Differential effect of race on the axial and appendicular skeletons of children (1998) J Clin Endocrinol Metab, 83, pp. 1420-1427Nelson, D.A., Simpson, P.M., Johnson, C.C., Barondess, D.A., Kleerekoper, M., The accumulation of whole body skeletal mass in third- and fourth-grade children: Effects of age, gender, ethnicity, and body composition (1997) Bone, 20, pp. 73-78Bell, N.H., Shary, J., Stevens, J., Garza, M., Gordon, L., Edwards, J., Demonstration that bone mass is greater in black than in white children (1991) J Bone Miner Res, 6, pp. 719-723Rupich, R.C., Specker, B.L., Lieuw, A.F., Ho, M., Gender and race differences in bone mass during infancy (1996) Calcif Tissue Int, 58, pp. 395-397Abrams, S.A., O'Brien, K.O., Liang, L.K., Stuff, J.E., Differences in calcium absorption and kinetics between black and white girls aged 5-16 years (1995) J Bone Miner Res, 10, pp. 829-833Bryant, R.J., Wastney, M.E., Martin, B.R., Wood, O., McCabe, G.P., Morshidi, M., Racial differences in bone turnover and calcium metabolism in adolescent females (2003) J Clin Endocrinol Metab, 88, pp. 1043-1047Jaime, P.C., Latorre, M.R., Florindo, A.A., Tanaka, T., Zerbini, C.A., Dietary intake of Brazilian black and white men and its relationship to the bone mineral density of the femoral neck (2006) São Paulo Med J, 124, pp. 267-270Bhattoa, H.P., Bettembuk, P., Ganacharya, S., Balogh, A., Prevalence and seasonal variation of hypovitaminosis D and its relationship to bone metabolism in community dwelling postmenopausal Hungarian women (2004) Osteoporos Int, 15, pp. 447-451Wuster, C., Albanese, C., de Aloysio, D., Duboeuf, F., Gambac-Ciani, M., Gonnelli, S., Phalangeal osteosonogrammetry study: Age-related changes, diagnostic sensitivity, and discrimination power (2000) J Bone Miner Res, 15, pp. 1603-1614. , The Phalangeal Osteosonogrammetry Study Grou

Are sEMG, Velocity and Power Influenced by Athletes’ Fixation in Paralympic Powerlifting?

The bench press is performed in parapowerlifting with the back, shoulders, buttocks, legs and heels extended over the bench, and the use of straps to secure the athlete to the bench is optional. Thus, the study evaluated muscle activation, surface electromyography (sEMG), maximum velocity (MaxV) and mean propulsive velocity (MPV), and power in paralympic powerlifting athletes under conditions tied or untied to the bench. Fifteen experienced Paralympic powerlifting male athletes (22.27 ± 10.30 years, 78.5 ± 21.6 kg) took part in the research. The sEMG measurement was performed in the sternal portion of the pectoralis major (PMES), anterior deltoid (AD), long head of the triceps brachii (TRI) and clavicular portion of the pectoralis major (PMCL). The MaxV, MPV and power were evaluated using an encoder. Loads of 40%, 60%, 80% and 100% 1RM were analyzed under untied and tied conditions. No differences were found in muscle activation between the tied and untied conditions; however, sEMG showed differences in the untied condition between AD and TRI (F (3112) = 4.484; p = 0.005) in the 100% 1RM load, between PMCL and AD (F (3112) = 3.743; p = 0.013) in 60% 1RM load and in the tied condition, between the PMES and the AD (F (3112) = 4.067; p = 0.009). There were differences in MaxV (F (3112) = 213.3; p < 0.001), and MPV (F (3112) = 248.2; p < 0.001), between all loads in the tied and untied condition. In power, the load of 100% 1RM differed from all other relative loads (F (3112) = 36.54; p < 0.001) in both conditions. The tied condition seems to favor muscle activation, sEMG, and velocity over the untied condition

Application of multivariable control using artificial neural networks in a debutanizer distillation column

LOPES, Jose Soares Batista et al. Application of multivariable control using artificial neural networks in a debutanizer distillation column.In: INTERNATIONAL CONGRESS OF MECHANICAL ENGINEERING - COBEM, 19, 5-9 nov. 2007, Brasilia. Anais... Brasilia, 2007Abstract. This work has as objective to develop a control strategy based on neural identification of a mutivariable input- mutivariable output (MIMO) process. The plant to control was simulated in software HYSYS as a classic debutanizer column. Debutanizer distillation column is used to remove the litht components from the gasoline stream to produce Liquefied Petroleum Gas (LPG). The quality control of the product taking away from the top of the tower is affected by the Outflow Control (FIC-100) and the Temperature Control (TIC-100).The process variables chosen are concentration of i-pentene existing in butanes stream and concentration of i-butene existing in C5+ stream. The manipulated variables chosen are reflux flow rate (the setpoint of FIC-100 in h/m3) and thermal load (the setpoint of TIC-100 in oC). The FIC- 100 is responsible for the control of reflux and the TIC-100 for the control of the temperature in the debutanizer column, changing its thermal load to keeping the C5+ production at acceptable level. The purpose is to substitute two physical controllers, FIC-100 and TIC-100, by a neural control system. An important feature of this work is the use of a control strategy composed by two neural network structures: Neuroidentifier and Neurocontroller, responsible respectively for identifying and controlling the process.The software implementation of the artificial neural networks is made using Borland C++ Builder, and its communication with HYSYS is carried through the Microsoft Component Object Model (COM

Clinical And Molecular Spectrum Of Patients With 17β-hydroxysteroid Dehydrogenase Type 3 (17-β-hsd3) Deficiency [espectro Clínico E Molecular De Pacientes Com Deficiência De 17β-hidroxiesteroide Desidrogenase Tipo 2 (17-β-hsd3)]

The enzyme 17β-hydroxysteroid dehydrogenase type 3 (17-β-HSD3) catalyzes the conversion of androstenedione to testosterone in the testes, and its deficiency is a rare disorder of sex development in 46,XY individuals. It can lead to a wide range of phenotypic features, with variable hormonal profiles. We report four patients with the 46,XY karyotype and 17-β-HSD3 deficiency, showing different degrees of genital ambiguity, increased androstenedione and decreased testosterone levels, and testosterone to androstenedione ratio G novel mutation, and c.277+4A>T mutation, both located within the intron 3 splice donor site of the HSD17B3 gene, were identified in case 3. In addition, homozygosis for the missense p.Ala203Val, p.Gly289Ser, p.Arg80Gln mutations were found upon HSD17B3 gene sequencing in cases 1, 2, and 4, respectively. © ABEM todos os direitos reservados.568533539Andersson, S., Moghrabi, N., Physiology and molecular genetics of 17beta-hydroxysteroid dehydrogenases (1997) Steroids, 62, pp. 143-147Lukacik, P., Kavanagh, K.L., Oppermann, U., Structure and function of human 17beta-hydroxysteroid dehydrogenases (2006) Mol Cell Endocrinol, 248, pp. 61-71Labrie, F., Luu-The, V., Lin, S.X., Labrie, C., Simard, J., Breton, R., The key role of 17 beta-hydroxysteroid dehydrogenases in sex steroid biology (1997) Steroids, 62, pp. 148-158George, M.M., New, M.I., Tem, S., Sultan, C., Bhangoo, A., The clinical and molecular heterogeneity of 17aHSD3 enzyme deficiency (2010) Horm Res Paediatr, 74, pp. 229-240Boehmer, A.L., Brinkmann, A.O., Sandkuijl, L.A., Halley, D.J., Niermeijer, M.F., Andersson, S., 17beta-hydroxysteroid dehydrogenase-3 deficiency: Diagnosis, phenotypic variability, population genetics, and worldwide distribution of ancient and de novo mutations (1999) J Clin Endocrinol Metab, 84, pp. 4713-4721Mendonça, B.B., Inacio, M., Arnhold, I.J., Costa, E.M., Bloise, W., Martin, R.M., Male pseudohermaphroditism due to 17beta-hydroxysteroid dehydrogenase 3 deficiency. Diagnosis, psychological evaluation, and management (2000) Medicine (Baltimore), 79, pp. 299-309Lee, Y.S., Kirk, J.M., Stanhope, R.G., Johnston, D.I., Harland, S., Auchus, R.J., Phenotypic variability in 17beta-hydroxysteroid dehydrogenase-3 deficiency and diagnostic pitfalls (2007) Clin Endocrinol (Oxf), 67, pp. 20-28Faienza, M.F., Giordani, L., Delvecchio, M., Cavallo, L., Clinical, endocrine, and molecular findings in 17beta-hydroxysteroid dehydrogenase type 3 deficiency (2008) J Endocrinol Invest, 31, pp. 85-91Andersson, S., Geissler, W.M., Wu, L., Davis, D.L., Grumbach, M.M., New, M.I., Molecular genetics and pathophysiology of 17 betahydroxysteroid dehydrogenase 3 deficiency (1996) J Clin Endocrinol Metab, 81, pp. 130-136Mendonca, B.B., Arnhold, I.J., Bloise, W., Andersson, S., Russell, D.W., Wilson, J.D., 17Beta-hydroxysteroid dehydrogenase 3 deficiency in women (1999) J Clin Endocrinol Metab, 84, pp. 802-804Prehn, C., Möller, G., Adamski, J., Recent advances in 17betahydroxysteroid dehydrogenases (2009) J Steroid Biochem Mol Biol, 114, pp. 72-77Hiort, O., Reinecke, S., Thyen, U., Jurgensen, M., Holterhus, P.M., Schon, D., Puberty in disorders of somatosexual differentiation (2003) J Pediatr Endocrinol Metab, 16 (SUPPL. 2), pp. 297-306Cohen-Kettenis, P.T., Gender change in 46, XY persons with 5alphareductase-2 deficiency and 17beta-hydroxysteroid dehydrogenase-3 deficiency (2005) Arch Sex Behav, 34, pp. 399-410Faisal Ahmed, S., Iqbal, A., Hughes, I.A., The testosterone: Androstenedione ratio in male undermasculinization (2000) Clin Endocrinol (Oxf), 53, pp. 697-702Ben Rhouma, B., Belguith, N., Mnif, M.F., Kamoun, T., Charfi, N., Kamoun, M., A novel nonsense mutation in HSD17B3 gene in a Tunisian patient with sexual ambiguity (2012) J Sex Med, , [Epub ahead of print]Neocleous, V., Sismani, C., Shammas, C., Efstathiou, E., Alexandrou, A., Ioannides, M., Duplication of exons 3-10 of the HSD17B3 gene: A novel type of genetic defect underlying 17g-HSD-3 deficiency (2012) Gene, 499, pp. 250-255Sambrook, J., Fritsch, E.F., Maniatis, T.E., (1989) Molecular cloning, a laboratory manual, , New York: Cold Spring HarborSaez, J.M., De Peretti, E., Morera, A.M., David, M., Bertrand, J., Familial male pseudohermaphroditism with gynecomastia due to a testicular 17-ketosteroid reductase defect. I. Studies in vivo (1971) J Clin Endocrinol Metab, 32, pp. 604-610Saez, J.M., Morera, A.M., De Peretti, E., Bertrand, J., Further in vivo studies in male pseudohermaphroditism with gynecomastia due to a testicular 17-ketosteroid reductase defect (compared to a case of testicular feminization) (1972) J Clin Endocrinol Metab, 34, pp. 598-600Rösler, A., Silverstein, S., Abeliovich, D., A (R80Q) mutation in 17 beta-hydroxysteroid dehydrogenase type 3 gene among Arabs of Israel is associated with pseudohermaphroditism in males and normal asymptomatic females (1996) J Clin Endocrinol Metab, 81, pp. 1827-1831Rösler, A., 17 beta-hydroxysteroid dehydrogenase 3 deficiency in the Mediterranean population (2006) Pediatr Endocrinol Rev, 3 (SUPPL. 3), pp. 455-461McKeever, B.M., Hawkins, B.K., Geissler, W.M., Wu, L., Sheridan, R.P., Mosley, R.T., Amino acid substitution of arginine 80 in 171-hidroxysteroide dehydrogenase 3 and its effect on NADPH cofator binding and oxidation/reduction kinetics (2002) Biochim Biophys Acta, 1601, pp. 29-37Rosler, A., Belanger, A., Labrie, F., Mechanisms of androgen production in male pseudohermaphroditism due to 17b-hydroxysteroid dehydrogenase deficiency (1992) J Clin Endocrinol Metab, 75, pp. 773-778Culigan, W., Phoenicia and Phoenician colonization (1991) The Cambridge ancienty history, pp. 461-546. , 2nd Ed, In: Boardman J, Edwards IE, Hammond NG, Sollberger E, Walker CB, eds, Cambridge University PressCavalli-Sforza, L.L., Menozzi, P., Piazza, A., (1994) The history and geography of human genes, pp. 217+242-245+260. , Princeton: Princeton University PressGeissler, W.M., Davis, D.L., Wu, L., Bradshaw, K.D., Patel, S., Mendonça, B.B., Male pseudohermaphroditism caused by mutations of testicular 17o-hidroxysteroide dehydrogenase 3 (1994) Nat Genet, 7, pp. 34-39Moghrabi, N., Hughes, I.A., Dunaif, A., Andersson, S., Deleterious missense mutations and silent polymorphism in the human 17b-hydroxysteroid dehydrogenase 3 gene (hsd17b3) (1998) J Clin Endocrinol Metabol, 83 (8), pp. 2855-2860http://www.ensembl.org/Homo_sapiens/Variation/Population?db=core;g=ENSG00000130948;r=9:98997588-99064434;t=ENST00000375263;v=rs2066479;vdb=variation;vf=16374979, Accessed on: Sept 30, 2012Margiotti, K., Kim, E., Pearce, C.L., Spera, E., Novelli, G., Reichardt, J.K., Association of the G289S single nucleotide polymorphism in the HSD17B3 gene with prostate cancer in Italian men (2002) Prostate, 53, pp. 65-68Sata, F., Kurahashi, N., Ban, S., Moriya, K., Tanaka, K.D., Ishizuka, M., Genetic polymorphisms of 17 G-hydroxysteroid dehydrogenase 3 and the risk of hypospadias (2010) J Sex Med, 7 (8), pp. 2729-2738Mains, L.M., Vakili, M.B., Lacassie, Y., Andersson, S., Lindqvistc, A., Rock, J.A., 17beta hydroxysteroid dehydrogenase 3 deficiency in a male Pseudohermaphrodite (2008) Fertil Steril, 89 (1), pp. 228.e13-228.e17Lee, P.A., Houk, C.P., Faisal, A., Hughes, I.A., International Consensus Conference on Intersex organized by the Lawson Wilkins Pediatric Endocrine Society and the European Society for Paediatric Endocrinology (2006) Pediatrics, 118, pp. 488-50

Consórcios de caupi e milho em cultivo orgânico para produção de grãos e espigas verdes.

No período de outono-inverno-primavera de 2007, foi conduzido um estudo em Seropédica, Região Metropolitana do estado do Rio de Janeiro (Baixada Fluminense), com o objetivo de avaliar diferentes tipos de consórcio entre caupi (cv. Mauá) e milho (cv. AG-1051), em sistema orgânico de produção. O experimento foi instalado em área de Argissolo Vermelho-Amarelo no delineamento de blocos ao acaso, com quatro repetições. Os tratamentos constaram de diferentes épocas ou intervalos de tempo de semeadura do caupi em relação à do milho, a saber: (E1) 21 dias antes do milho; (E2) 14 dias antes do milho; (E3) 7 dias antes do milho; e (E4) no mesmo dia do milho. Tratamentos correspondentes aos cultivos solteiros do caupi e do milho foram incluídos, ambos semeados na data do tratamento E4. O cultivo consorciado com o caupi não interferiu na produtividade do milho em espigas verdes e também em termos de comprimento e diâmetro basal dessas espigas, independentemente do intervalo entre semeaduras. Com referência ao caupi, a produtividade em grãos verdes no cultivo solteiro foi superior à dos consórcios com o milho. Os valores obtidos para os Índices de Equivalência de Área (IEA), foram todos acima de 1,0, indicando que os consórcios foram eficientes quanto ao desempenho agronômico/biológico. Considerando, ainda a produtividade de cada cultura participante do consórcio, a semeadura do caupi antecipada de 21 dias em relação à do milho afigura-se mais adequada ao manejo orgânico adotado e às condições edafoclimáticas da região