Design of automatic vision-based inspection system for solder joint segmentation

Purpose: Computer vision has been widely used in the inspection of electronic components. This paper proposes a computer vision system for the automatic detection, localisation, and segmentation of solder joints on Printed Circuit Boards (PCBs) under different illumination conditions. Design/methodology/approach: An illumination normalization approach is applied to an image, which can effectively and efficiently eliminate the effect of uneven illumination while keeping the properties of the processed image the same as in the corresponding image under normal lighting conditions. Consequently special lighting and instrumental setup can be reduced in order to detect solder joints. These normalised images are insensitive to illumination variations and are used for the subsequent solder joint detection stages. In the segmentation approach, the PCB image is transformed from an RGB color space to a YIQ color space for the effective detection of solder joints from the background. Findings: The segmentation results show that the proposed approach improves the performance significantly for images under varying illumination conditions. Research limitations/implications: This paper proposes a front-end system for the automatic detection, localisation, and segmentation of solder joint defects. Further research is required to complete the full system including the classification of solder joint defects. Practical implications: The methodology presented in this paper can be an effective method to reduce cost and improve quality in production of PCBs in the manufacturing industry. Originality/value: This research proposes the automatic location, identification and segmentation of solder joints under different illumination conditions.

Automatic solder joint defect classification using the Log-Gabor filter

This paper proposes the validity of a Gabor filter bank for feature extraction of solder joint images on Printed Circuit Boards (PCBs). A distance measure based on the Mahalanobis Cosine metric is also presented for classification of five different types of solder joints. From the experimental results, this methodology achieved high accuracy and a well generalised performance. This can be an effective method to reduce cost and improve quality in the production of PCBs in the manufacturing industry.

Vision-based classification of solder joint defects

Inspection of solder joints has been a critical process in the electronic manufacturing industry to reduce manufacturing cost, improve yield, and ensure product quality and reliability. The solder joint inspection problem is more challenging than many other visual inspections because of the variability in the appearance of solder joints. Although many research works and various techniques have been developed to classify defect in solder joints, these methods have complex systems of illumination for image acquisition and complicated classification algorithms. An important stage of the analysis is to select the right method for the classification. Better inspection technologies are needed to fill the gap between available inspection capabilities and industry systems. This dissertation aims to provide a solution that can overcome some of the limitations of current inspection techniques. This research proposes two inspection steps for automatic solder joint classification system. The “front-end” inspection system includes illumination normalisation, localization and segmentation. The illumination normalisation approach can effectively and efficiently eliminate the effect of uneven illumination while keeping the properties of the processed image. The “back-end” inspection involves the classification of solder joints by using Log Gabor filter and classifier fusion. Five different levels of solder quality with respect to the amount of solder paste have been defined. Log Gabor filter has been demonstrated to achieve high recognition rates and is resistant to misalignment. Further testing demonstrates the advantage of Log Gabor filter over both Discrete Wavelet Transform and Discrete Cosine Transform. Classifier score fusion is analysed for improving recognition rate. Experimental results demonstrate that the proposed system improves performance and robustness in terms of classification rates. This proposed system does not need any special illumination system, and the images are acquired by an ordinary digital camera. In fact, the choice of suitable features allows one to overcome the problem given by the use of non complex illumination systems. The new system proposed in this research can be incorporated in the development of an automated non-contact, non-destructive and low cost solder joint quality inspection system.

Design and development of automatic visual inspection system for PCB manufacturing

Inspection of solder joints has been a critical process in the electronic manufacturing industry to reduce manufacturing cost, improve yield, and ensure product quality and reliability. This paper proposes two inspection modules for an automatic solder joint classification system. The “front-end” inspection system includes illumination normalisation, localisation and segmentation. The “back-end” inspection involves the classification of solder joints using the Log Gabor filter and classifier fusion. Five different levels of solder quality with respect to the amount of solder paste have been defined. The Log Gabor filter has been demonstrated to achieve high recognition rates and is resistant to misalignment. This proposed system does not need any special illumination system, and the images are acquired by an ordinary digital camera. This system could contribute to the development of automated non-contact, non-destructive and low cost solder joint quality inspection systems.

Birds of a feather get lost together : new venture team composition and performance

This study explores the relationship between new venture team composition and new venture persistence and performance over time. We examine the team characteristics of a 5-year panel study of 202 new venture teams and new venture performance. Our study makes two contributions. First, we extend earlier research concerning homophily theories of the prevalence of homogeneous teams. Using structural event analysis we demonstrate that team members’ start-up experience is important in this context. Second, we attempt to reconcile conflicting evidence concerning the influence of team homogeneity on performance by considering the element of time. We hypothesize that higher team homogeneity is positively related to short term outcomes, but is less effective in the longer term. Our results confirm a difference over time. We find that more homogeneous teams are less likely to be higher performing in the long term. However, we find no relationship between team homogeneity and short-term performance outcomes.

Modernismens förespråkare : Gösta Stenman och hans konstsalong

This dissertation, based on material from Stenman s vast private archive, examines the role played by Swedish-speaking Finnish art dealer Gösta Stenman (1888-1947) and his art gallery, Stenmans Konstsalong, in the Finnish and Swedish art worlds from 1911 to 1947. This archive is examined here for the first time. The analytical framework used for this empirical study derives from Pierre Bourdieu s sociological theories. An art-sociological approach allows for the inclusion of more mechanisms at work in the art world than are typically embraced in such inquiries. This approach provides a fuller understanding of how Stenman attained his standing and central role in the art world in Finland as well as Sweden; enabling us to appreciate how he came to occupy such a prominent position in current art historical writing. All of these issues constitute new areas of research. Taking his cues from the contemporary art world of Paris, Stenman became the year 1914 a modern art dealer like no other in the Nordic countries. This dissertation represents the first academic investigation into his operations, strategies, and objectives, offering insight into not only the art dealer himself but also the functioning of the art market one of the most vital aspects of the art world. A by-product of this work, is that the modern art market in Finland is portrayed, including essential issues related to its growth and development as well as how it altered the conditions under which art could be produced, exhibited and promoted and what this entailed for the art world at large, artists and patrons alike. This first systematic analysis of the operations of Stenman s Konstsalong offers greater understanding of the art worlds of Sweden and Finland in the early twentieth century. The work also looks at how an agent of the art market could move between the fields of art in Sweden and Finland. The manner in which Stenman promoted individual artists, including his relationships with Tyko Sallinen, Helene Schjerfbeck, Juho Mäkelä, Jalmari Ruokokoski, Siri Derkert, Esther Kjerner, Eva Bagge, and many others, also falls within this purview. Stenman s contract with Sallinen from 1913 stands out as a new phenomenon in Finnish art promotion, whereby an artistic career became established via a far-sighted, strategic promotional program. The case study of Stenman s promotion of Schjerfbeck in Sweden provides evidence of the increasingly advanced nature of Stenman s strategies. The title of the dissertation, The Promoter of Modernism, attempts to convey that Stenman was the consummate modernist, modern in his thoughts, his actions, and his approach to art. Keywords: Gösta Stenman, Stenmans konstsalong, Stenmans dotter, art market, modernism, collecting, Novembergruppen, Helene Schjerfbeck, Tyko Sallinen, Juho Mäkelä, Jalmari Ruokokoski, Wäinö Aaltonen, Siri Derkert, Åke Göransson, Esther Kjerner, Eva Bagge.

Kuluttajien verkko-ostamisen vaiheet ja kuluttajien kokema riski verkkokaupassa

Tutkielmassa on tarkasteltu kuluttajien internetin käyttöä, verkko-ostamisen vaiheita sekä niihin liittyviä riskejä. Lisäksi teoriaosuudessa on esitelty verkkomarkkinoinnin vaikutusmahdollisuuksia kuluttajien verkko-ostamiseen. Empiirisessä osuudessa tutkittiin kuluttajien internetin käyttöä, verkko-ostamista ja siihen liittyviä riskejä sekä selvitettiin suhtautumista maksunvälityspalveluihin. Tutkimus toteutettiin survey-tutkimuksena. Aineisto kerättiin internet-pohjaisella kyselylomakkeella, joka sijoitettiin kahdelle Checkout™maksunvälityspalvelua käyttävälle verkkosivustolle. Kyselyyn saatiin yhteensä 133 vastausta. Lisäksi tutkimukseen kerättiin aineistoa Checkout™palvelun kautta. Aineiston avulla pystyttiin tutkimaan verkkokauppojen myynnin jakautumista eri viikonpäivien Ja kellonaikojen mukaan. Tuloksista oli havaittavissa selvästi, että verkko-ostaminen painottuu myöhäiseen iltaan niin välitettyjen maksujen lukumäärän kuin euromäärienkin mukaan. Kyselyyn vastanneet olivat internetin aktiivikäyttäjiä eli käyttivät internetiä päivittäin. Kaikilla vastaajilla oli lisäksi kotona käytössään vähintään yksi tietokone. Vastaajien demografioita tarkasteltaessa nuorten, alle 25-vuotiaiden, määrä oli selvästi suurin. Vastaajissa oli enemmän miehiä kuin naisia. Vastaajien aktiivinen internetin käyttö ei tutkimuksen mukaan tehnyt heistä verkkokauppojen aktiivikäyttäjiä. Kyselyyn vastanneet kuluttajat tiedostivat selkeästi verkko-ostamiseen liittyvät riskit ja pyrkivät valitsemaan ostopaikakseen verkkokauppoja, joissa kokivat riskit pienimmiksi. Verkko-ostamisen yleistymistä rajoittavat kalliit postikulut, tuotetietojen puutteellisuus sekä erityisesti ulkomaalaisten verkkokauppojen epäluotettavuus. Myös tasoerot kauppojen välillä rajaavat kuluttajien verkko-ostamisen mahdollisuuksia.

Intertextualidad e intersemiosis en Macanudo (1- 6) de Liniers

Introducción: “A veces me gusta tomarme un tiempo para observar el mundo y ver lo increíble y lo frágil que es todo”, “Si te conocés desde chico con alguien, entonces podés ser chico cuando quieras”, “Mi nación es cualquier lugar donde alguien se abrace”. Expresiones como éstas cautivan a los lectores por su profundidad, su delicadeza, su capacidad de observación y de síntesis para nombrar los grandes temas de la existencia. La elección de cada palabra y su orden en la frase están cuidadosamente sopesados; hay un uso peculiar de los adjetivos y las estructuras sintácticas que contribuye a la densidad del discurso. Estos pequeños textos lingüísticos nos sitúan, por lo tanto, frente a lo que Roman Jakobson llamó la “función poética” del lenguaje. Este tipo de frases abundan en Macanudo, la tira creada por Ricardo “Liniers” Siri que, desde el año 2002, se publica diariamente en la última página de la sección Espectáculos del periódico argentino La Nación. La tira ha sido tan bien aceptada por el público que ya lleva una década en el diario y su autor ha reunido ese material en diez libros. Además de su poesía verbal, son muchos los factores que hacen de Macanudo una historieta especial, diferente de la mayoría. Por empezar, se trata de una tira que aloja las historias y ocurrencias de múltiples personajes, algunos fijos, otros esporádicos y unos cuantos que tan sólo viven un día. Los dibujos de Liniers complementan la escritura reforzando la configuración de un universo propio, dotado de sensibilidad, humor y ternura. En su espacio tienen lugar la reflexión filosófica y sociopolítica, así como cuestiones relacionadas con los vínculos humanos, la creación artística y, especialmente, el rol que ocupan el arte y la industria cultural en nuestra vida cotidiana...

Edad de menarquía e indicadores de adiposidad en universitarias del País Vasco

La revista permite a los autores reutilizar su fichero para depositarlo en su web o repositorio institucional, sin ánimo de lucro y mencionando la fuente original.

Edad de menarquía e indicadores de adiposidad en mujeres del País Vasco (España)

[ES] El objetivo del presente trabajo es analizar la relación entre la cantidad de grasa y su patrón de distribución con la edad de menarquia, en una muestra de 641 jóvenes universitarias de la UPVEHU (18+ a 29+ años), así como en una muestra de 378 mujeres de más edad (30+ y 49+ años). Se midieron la estatura, el peso y cinco pliegues de grasa subcutánea. Se calcularon el IMC y el % de grasa (Siri, 1961). La obtención de los patrones de distribución de grasa, central vs. periférico, se realizó mediante un ACP. La edad de menarquia se ha estimado mediante el método retrospectivo y las categorías de maduración se basan en las medias y desviaciones típicas de cada muestra. En general, se comprueba que las maduradoras tempranas tienen mayor cantidad de grasa y son algo más centrales que las de maduración media y tardía. La asociación es más evidente en la muestra de mayor edad, por lo que la asociación entre maduración sexual y adiposidad depende de la etapa del ciclo vital, haciéndose más patente conforme aumenta la edad.

Hábitos alimentares e análise de sobreposição trófica de elasmobrânquios no litoral sul do Rio de Janeiro, Brasil

O presente trabalho analisou o conteúdo estomacal de cinco espécies de elasmobrânquios, sendo 9 estômagos de Psammobatis rutrum, 83 de Psammobatis extenta, 59 de Atlantoraja cyclophora, 112 de Rioraja agassizi e 43 de Rhizoprionodon lalandii, com o objetivo de obter informações sobre os hábitos alimentares dessas espécies, além de verificar a formação de guildas tróficas entre as espécies estudadas. As coletas ocorreram entre janeiro de 2006 e agosto de 2007, no litoral sul do Rio de Janeiro, ao largo da Ilha Grande. Os itens alimentares encontrados foram analisados quanto a Frequência de Ocorrência, Peso Percentual e Índice Alimentar, sendo a dieta de cada espécie avaliada considerando toda amostra, de acordo com o sexo dos indivíduos, estádios de maturidade e épocas do ano. Para investigar a similaridade entre as dietas e verificar a formação de guildas tróficas foi realizada uma Análise de Escalonamento Multidimensional (MDS). As dietas de Psammobatis rutrum e Psammobatis extenta foram consideradas carcino-bentófagas, com grande importância de camarões. O principal item para Atlantoraja cyclophora foi o siri Portunus spinicarpus, sendo a dieta considerada principalmente carcino-bentófaga, mas também com grande importância de teleósteos. Em Rioraja agassizi, a dieta foi considerada principalmente carcino-bentófaga, mas também com forte influência ictiófaga. Já o comportamento alimentar de Rhizoprionodon lalandii foi considerado ictio-bentófago. A dieta entre os sexos apresentou uma alta sobreposição em P. extenta, A. cyclophora e R. lalandii, mas para R. agassizi essa sobreposição foi considerada baixa. Entre os estádios de maturidade a sobreposição foi pequena para P. extenta e R. agassizi, entretanto para A. cyclophora e R. lalandii essa sobreposição foi elevada. Os exemplares maiores, aparentemente apresentaram preferência a se alimentarem de peixes, enquanto que predadores de menor porte se restringem aos invertebrados, basicamente crustáceos. Para todas as espécies foram identificadas alterações sazonais na importância dos itens alimentares, que pode ser explicado pelas oscilações naturais na composição e abundancia das presas potenciais em consequência das variações das massas de água na plataforma continental do sul fluminense. Os resultados indicaram a formação de 2 guildas, sendo a guilda 1 composta por P. rutrum e P extenta e com uma dieta principalmente de crustáceos (camarões) e a guilda 2 composta por A. cyclophora, R. agassizi e R. lalandii apresentando uma alimentação em Crustáceos e em Teleósteos.