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Data Quality Assessment for Closed-Loop System Identification and Forecasting with Application to Soft SensorsShardt, Yuri Unknown Date
No description available.
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Įmonių finansų analizės galimybių naudojantis apskaitos informacine sistema vertinimas / Assessment of Ability to Provide Enterprises’ Financial Analysis Using Accounting Information SystemMazurkevičius, Arūnas 17 June 2014 (has links)
Tyrimo objektas – apskaitos informacinės sistemos funkcinės galimybės įmonių finansinei analizei atlikti.
Tyrimo tikslas – parinkti, adaptuoti ir išbandyti modelį, kuriuo naudojantis būtų galima nustatyti apskaitos informacinės sistemos funkcines galimybes mažų ir vidutinių įmonių veiklos finansinei analizei atlikti.
Tyrimo uždaviniai:
1. Išanalizuoti ir apibendrinti mažų ir vidutinių įmonių finansų analizei naudojamus rodiklius bei išskirti pagrindines šių įmonių finansų analizės kryptis ir nustatyti AIS Debetas galimybes sukaupti finansų analizei atlikti reikiamus duomenis.
2. Išanalizuoti ir apibendrinti informacinių sistemų funkcionavimo sėkmę įtakojančius veiksnius, vertinimo kriterijus ir metodus, kuriais naudojantis būtų galima įvertinti šių sistemų funkcionalumą mažose ir vidutinėse įmonėse.
3. Adaptuoti integralų pajėgumų brandos modelį (toliau – CMMI) apskaitos informacinės sistemos funkcionalumui tirti, naudojant adaptuotąjį modelį įvertinti AIS Debetas funkcines galimybes finansų analizei atlikti, pasiūlyti šios programinės įrangos tobulinimo būdus bei įvertinti jų priimtinumą mažoms ir vidutinėms įmonėms.
Tyrimo metodai. Sprendžiant pirmąjį ir antrąjį tyrimo uždavinius buvo naudojami monografinis, palyginimo, loginės analizės ir apibendrinimo bei grafinio vaizdavimo tyrimo metodai. Sprendžiant trečiąjį tyrimo uždavinį buvo naudojamas anketinės ir interviu apklausos, statistinio duomenų apdorojimo, duomenų analizės ir sisteminimo, CMMI ir ISO/IEC 14598... [toliau žr. visą tekstą] / Research object: the ability of accounting information system to provide enterprises’ financial analysis.
Research aim: to provide search, adoption and testing of the model, allowing assessment of the functional abilities of accounting information system to conduct financial analysis in small and medium size enterprises.
Objectives:
1. To provide analysis and summarising of indicators, used for financial analysis and main directions of financial analysis in small and medium-sized enterprises and to investigate in abilities of current version of AIS Debetas to collect necessary data for provision of financial analysis.
2. To provide analysis and summarising of the aspects, influencing quality of functioning of accounting information system, the quality assessment criteria and applicable quality assessment methods used for financial analysis in small and medium-sized enterprises.
3. To provide adaptation of the Capability maturity Model Integration (CMMI) for accounting information system quality evaluation, AIS Debetas quality assessment using adopted model, to propose the ways for software and to evaluate acceptability of proposed improvements for end users in small and medium-sized enterprises.
Research methods: monographic, comparison, logical analysis and synthesis, questionnaire and interview surveys, statistical data processing, data analysis and summarising, model of CMMI and ISO/IEC 14598.
Research results. The first part of this work presents results of analysis of... [to full text]
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Algorithms to Process and Measure Biometric Information Content in Low Quality Face and Iris ImagesYoumaran, Richard 02 February 2011 (has links)
Biometric systems allow identification of human persons based on physiological or behavioral characteristics, such as voice, handprint, iris or facial characteristics. The use of face and iris recognition as a way to authenticate user’s identities has been a topic of research for years. Present iris recognition systems require that subjects stand close (<2m) to the imaging camera and look for a period of about three seconds until the data are captured. This cooperative behavior is required in order to capture quality images for accurate recognition. This will eventually restrict the amount of practical applications where iris recognition can be applied, especially in an uncontrolled environment where subjects are not expected to cooperate such as criminals and terrorists, for example. For this reason, this thesis develops a collection of methods to deal with low quality face and iris images and that can be applied for face and iris recognition in a non-cooperative environment. This thesis makes the following main contributions: I. For eye and face tracking in low quality images, a new robust method is developed. The proposed system consists of three parts: face localization, eye detection and eye tracking. This is accomplished using traditional image-based passive techniques such as shape information of the eye and active based methods which exploit the spectral properties of the pupil under IR illumination. The developed method is also tested on underexposed images where the subject shows large head movements. II. For iris recognition, a new technique is developed for accurate iris segmentation in low quality images where a major portion of the iris is occluded. Most existing methods perform generally quite well but tend to overestimate the occluded regions, and thus lose iris information that could be used for identification. This information loss is potentially important in the covert surveillance applications we consider in this thesis. Once the iris region is properly segmented using the developed method, the biometric feature information is calculated for the iris region using the relative entropy technique. Iris biometric feature information is calculated using two different feature decomposition algorithms based on Principal Component Analysis (PCA) and Independent Component Analysis (ICA). III. For face recognition, a new approach is developed to measure biometric feature information and the changes in biometric sample quality resulting from image degradations. A definition of biometric feature information is introduced and an algorithm to measure it proposed, based on a set of population and individual biometric features, as measured by a biometric algorithm under test. Examples of its application were shown for two different face recognition algorithms based on PCA (Eigenface) and Fisher Linear Discriminant (FLD) feature decompositions.
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Local Phase Coherence Measurement for Image Analysis and ProcessingHassen, Rania Khairy Mohammed January 2013 (has links)
The ability of humans to perceive significant pattern and structure of an image is something which humans take for granted. We can recognize objects and patterns independent of changes in image contrast and illumination. In the past decades, it has been widely recognized in both biology and computer vision that phase contains critical information in characterizing the structures in images.
Despite the importance of local phase information and its significant success in many computer vision and image processing applications, the coherence behavior of local phases at scale-space is not well understood. This thesis concentrates on developing an invariant image representation method based on local phase information. In particular, considerable effort is devoted to study the coherence relationship between local phases at different scales in the vicinity of image features and to develop robust methods to measure the strength of this relationship. A computational framework that computes local phase coherence (LPC) intensity with arbitrary selections in the number of coefficients, scales, as well as the scale ratios between them has been developed. Particularly, we formulate local phase prediction as an optimization problem, where the objective function computes the closeness between true local phase and the predicted phase by LPC. The proposed framework not only facilitates flexible and reliable computation of LPC, but also broadens the potentials of LPC in many applications.
We demonstrate the potentials of LPC in a number of image processing applications. Firstly, we have developed a novel sharpness assessment algorithm, identified as LPC-Sharpness Index (LPC-SI), without referencing the original image. LPC-SI is tested using four subject-rated publicly-available image databases, which demonstrates competitive performance when compared with state-of-the-art algorithms. Secondly, a new fusion quality assessment algorithm has been developed to objectively assess the performance of existing fusion algorithms. Validations over our subject-rated multi-exposure multi-focus image database show good correlations between subjective ranking score and the proposed image fusion quality index. Thirdly, the invariant properties of LPC measure have been employed to solve image registration problem where inconsistency in intensity or contrast patterns are the major challenges. LPC map has been utilized to estimate image plane transformation by maximizing weighted mutual information objective function over a range of possible transformations. Finally, the disruption of phase coherence due to blurring process is employed in a multi-focus image fusion algorithm. The algorithm utilizes two activity measures, LPC as sharpness activity measure along with local energy as contrast activity measure. We show that combining these two activity measures result in notable performance improvement in achieving both maximal contrast and maximal sharpness simultaneously at each spatial location.
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Local Phase Coherence Measurement for Image Analysis and ProcessingHassen, Rania Khairy Mohammed January 2013 (has links)
The ability of humans to perceive significant pattern and structure of an image is something which humans take for granted. We can recognize objects and patterns independent of changes in image contrast and illumination. In the past decades, it has been widely recognized in both biology and computer vision that phase contains critical information in characterizing the structures in images.
Despite the importance of local phase information and its significant success in many computer vision and image processing applications, the coherence behavior of local phases at scale-space is not well understood. This thesis concentrates on developing an invariant image representation method based on local phase information. In particular, considerable effort is devoted to study the coherence relationship between local phases at different scales in the vicinity of image features and to develop robust methods to measure the strength of this relationship. A computational framework that computes local phase coherence (LPC) intensity with arbitrary selections in the number of coefficients, scales, as well as the scale ratios between them has been developed. Particularly, we formulate local phase prediction as an optimization problem, where the objective function computes the closeness between true local phase and the predicted phase by LPC. The proposed framework not only facilitates flexible and reliable computation of LPC, but also broadens the potentials of LPC in many applications.
We demonstrate the potentials of LPC in a number of image processing applications. Firstly, we have developed a novel sharpness assessment algorithm, identified as LPC-Sharpness Index (LPC-SI), without referencing the original image. LPC-SI is tested using four subject-rated publicly-available image databases, which demonstrates competitive performance when compared with state-of-the-art algorithms. Secondly, a new fusion quality assessment algorithm has been developed to objectively assess the performance of existing fusion algorithms. Validations over our subject-rated multi-exposure multi-focus image database show good correlations between subjective ranking score and the proposed image fusion quality index. Thirdly, the invariant properties of LPC measure have been employed to solve image registration problem where inconsistency in intensity or contrast patterns are the major challenges. LPC map has been utilized to estimate image plane transformation by maximizing weighted mutual information objective function over a range of possible transformations. Finally, the disruption of phase coherence due to blurring process is employed in a multi-focus image fusion algorithm. The algorithm utilizes two activity measures, LPC as sharpness activity measure along with local energy as contrast activity measure. We show that combining these two activity measures result in notable performance improvement in achieving both maximal contrast and maximal sharpness simultaneously at each spatial location.
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Socialinio darbo kokybė ir jos vertinimas institucinės socialinės globos įstaigose senyvo amžiaus asmenims / The quality of social work and it‘s assessment in the long-term care facilities for the elderlyManiušytė, Miglė 27 January 2014 (has links)
Darbe nagrinėjama socialinio darbo kokybė ir jos vertinimas institucinės socialinės globos
įstaigose senyvo amžiaus asmenims. Darbo tikslas - vadovaujantis socialinių darbuotojų
vertinimais, išryškinti socialinių paslaugų kokybės charakteristikas institucinės socialinės globos
įstaigose senyvo amžiaus žmonėms. Siekiant atskleisti socialinių darbuotojų paslaugų kokybės
sampratos charakteristikas ir užtikrinimo praktikoje bruožus, atliktas kokybinis tyrimas. Duomenys
surinkti interviu metodu. Jame dalyvavo 5 institucinės socialinės globos įstaigose senyvo amžiaus
dirbantys socialiniai darbuotojai.
Tyrimu atskleista, kad socialinių paslaugų kokybė (įstaigos perspektyva) yra suprantama kaip
subjektyvus, pasitenkinimą keliantis, kūrybiškas, pagrįstas kvalifikacija ir profesine patirtimi,
socialinis darbas. Formalusis išorinis paslaugų kokybės vertinimas suprantamas kaip privalomas,
neformalusis – kaip naudingas dėl galimybės vertinti kitų darbą ir įsivertinti save. Kokybės
vertinimas laikomas probleminiu veiklos aspektu, nes atlikti trūksta laiko, vertinimo įrankių,
vienodo vertinimo prasmės suvokimo. Socialinių darbuotojų veiklos suvokime profesiniu lygmeniu
išryškėjo atliekamo vaidmens sudėtingumas, neapibrėžtumas, plačios atsakomybės sritys, vaidmens
nuvertinimas ar neįvertinimas sąveikoje su kitų sričių specialistais, neigiamos patirtys dirbant
kompetencijos neatitinkantį darbą. Atskleidžiant socialinių darbuotojų ir jų klientų sąveikos
bruožus, reikšmingus kliento gyvenimo... [toliau žr. visą tekstą] / The paper examines the quality of social work and its assessment in the residential care homes
for the elderly. The goal of the paper is to stress the main aspects of quality social services in the
residential care homes for the elderly from social workers point of view. Qualitative study was
conducted in order to reveal the social worker service quality concept, its characteristics and
features of the assurance. Data collected using the interview method. Five individual interviews
were carried out with social workers, working at residential care homes for the elderly.
The results of the study revealed that the quality of social services is understood as a social
work: subjective, gratifying, creative, based on qualifications and professional experience. Social
workers understand that formal external assessment of quality of social services is mandatory. Nonformal
they perceive as useful. The key challenge of the quality assurance is the lack of time,
quality assessment tools and equal understanding. Social workers are aware of their professional
role as a complex, uncertain, covering broad areas of responsibility, impaired or lost, when there are
interactions with other specialists. Social workers feel frustrated when working on an inappropriate
job. From social workers point of view, the client's quality of life associated with long-term and
professional contact with an experienced social worker. Customer confidence in the quality of
services when faced with a social worker... [to full text]
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Avaliação de imagens através de Similaridade Estrutural e do conceito de Mínima Diferença de Cor Perceptível. / Evaluation of images by similarity Structural and the concept of Minimum Perceptible Color Difference.Renata Caminha Coelho Souza 20 October 2009 (has links)
A avaliação objetiva da qualidade de imagens é de especial importância em diversas
aplicações, por exemplo na compressão de imagens, onde pode ser utilizada para regular a
taxa que deve ser empregada para que haja a máxima compressão (permitindo perda de
dados) sem comprometer a qualidade final; outro exemplo é na inserção de marcas dágua,
isto é, introdução de informações descritivas utilizadas para atestar a autenticidade de uma
imagem, que devem ser invisíveis para o observador. O SSIM (Structural SIMilarity) é uma
métrica de avaliação objetiva da qualidade de imagens de referência completa projetada para
imagens em tons de cinza. Esta dissertação investiga sua aplicação na avaliação de imagens
coloridas. Para tanto, inicialmente é feito um estudo do SSIM utilizando quatro diferentes
espaços de cores RGB, YCbCr, Lαβ e CIELAB. O SSIM é primeiramente calculado nos
canais individuais desses espaços de cores. Em seguida, com inspiração no trabalho
desenvolvido em (1) são testadas formas de se combinar os valores SSIM obtidos para cada
canal em um valor único os chamados SSIM Compostos. Finalmente, a fim de buscar
melhores correlações entre SSIM e avaliação subjetiva, propomos a utilização da mínima
diferença de cor perceptível, calculada utilizando o espaço de cores CIELAB, conjuntamente
com o SSIM. Para os testes são utilizados três bancos de dados de imagens coloridas, LIVE,
IVC e TID, a fim de se conferir consistência aos resultados. A avaliação dos resultados é feita
utilizando as métricas empregadas pelo VQEG (Video Quality Experts Group) para a
avaliação da qualidade de vídeos, com uma adaptação. As conclusões do trabalho sugerem
que os melhores resultados para avaliação da qualidade de imagens coloridas usando o SSIM
são obtidas usando os canais de luminância dos espaços de cores YCbCr, Lαβ e especialmente
o CIELAB. Também se concluiu que a utilização da mínima diferença de cor perceptível
contribui para o melhoramento dos resultados da avaliação objetiva. / Objective image quality evaluation is of special interest in many image applications, for
example for image compression, where it can be used to control the rate in order to keep a
tradeoff between lost of data and image quality; another example is in the application of
watermarks, i.e., introduction of descriptive information used to guarantee the authenticity of
an image, that must be invisible to the observer who looks at the image. SSIM (Structural
SIMilarity) index is a full-reference image quality assessment metric developed to evaluate
gray images. This work investigates the application of SSIM in the evaluation of color
images. Therefore, four different color spaces are tested RGB, YCbCr, Lαβ e CIELAB.
Initially SSIM is calculated individually for each one of color spaces channels. Then, inspired
in (1), the results of the SSIM in the individual channels are combined in a unique result the
so called Composite SSIM. Finally, in order to improve the correlations between, calculated
using CIELAB color space, together with SSIM. Three color image databases, LIVE, IVC and
TID, were employed in the tests in order to confer solidity to the results. The evaluation of the
results is made using VQEG (Video Quality Experts Group) methodology, developed for
video quality evaluation with an adaptation regarding the time dimension that does not exist
in the image domain. The conclusions from the work were that SSIM performs better in the
evaluation of color images when applied to luminance channel of YCbCr, Lαβ and especially
to CIELAB color spaces. It was also concluded that the use of just noticeable difference
concept improve objective assessment results.
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Analysis of Dominant Process Parameters in Deep-Drawing of PaperboardMüller, Tobias, Lenske, Alexander, Hauptmann, Marek, Majschak, Jens-Peter 12 June 2018 (has links) (PDF)
The application of the wrinkle measuring method described in Müller et al. (2017) and the subsequent evaluation algorithm of a range of deep-drawn samples were used to determine the influences and interdependencies of blankholder force, tool temperatures, and drawing height on the formation of wrinkles in paperboard. The main influences were identified and quantitatively evaluated. For the given experimental space, a regression function was derived and validated in further experiments. It was shown that a quadratic regression was superior to the previously used linear regression. The findings were discussed and compared with the results of similar experiments from past publications. Special attention was given to the wrinkles formed and the resulting quality of the formed paperboard cups. The restrictions of the data acquisition from the measuring method that was used and limitations of the model were presented to demonstrate the reliability of the results.
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Evolution quantitative et qualitative des protocoles d'essais cliniques présentés devant un comité d'éthique français / Quantitative and qualitative evolution of clinical trials protocols submitted to a French ethic commiteeGautier, Isabelle 20 December 2017 (has links)
La qualité méthodologique en recherche clinique est une exigence garantissant la fiabilité des expérimentations médicales, au bénéfice des praticiens comme à celui des patients. Cette thèse a pour objectif de mesurer la qualité des essais thérapeutiques présentés au Comité d’Ethique de la Région Sud-Est II et son évolution sur des périodes pluriannuelles. Deux études transversales exhaustives ont été réalisées. La première a pour objet de mesurer l’impact du Règlement Pédiatrique Européen de 2007 sur l’évolution qualitative et quantitative de essais pédiatriques, compte tenu du faible nombre de recherches dans cette population. La deuxième analyse le niveau de qualité des essais contrôlés randomisés en utilisant le score de Jadad et identifie les éléments qui l’influencent. L'outil de travail est constitué des protocoles détenus par le Comité d’Ethique, et non de publications de la littérature. Le concept de qualité et ses deux composantes, éthique et fiabilité scientifique, a été étudié. Les différents outils proposés par les experts pour mesurer la qualité ont été expertisés, ce qui a permis la sélection de l’échelle méthodologiquement la plus adaptée. Le niveau de qualité observé pour les essais pédiatriques est élevé, mais n’a pas été influencé par le Règlement Européen, qui a pu, cependant, entraîner une progression forte du nombre des essais pédiatriques, pouvant être l’indice d’un développement de la recherche en pédiatrie. Concernant les essais contrôlés randomisés, deux marqueurs sont associés à un haut score qualité des protocoles, identifiés après une analyse multivariée : le caractère multicentrique de la recherche et les essais portant sur les médicaments. / Methodological quality in clinical research is mandatory to ensure the reliability of medical experiments, with benefits for both practitioners and patients. This PhD thesis aims at measuring the quality of therapeutic trials submitted to the Ethics Committee of the South-East Region II, and its evolution over several years. Two comprehensive cross-sectional studies were conducted. The first explore the field of pediatric research, and aims at measuring the impact of the introduction of European Pediatric Regulation in 2007, on the evolution of the quantity and quality of trials in this field, given the low number of research in this population. The second analyzes the quality of randomized controlled trials using the JADAD score and seeks to identify the elements that influence it. These studies were conducted using the protocols submitted to the Ethics Committee, and not from a literature analysis. The concept of quality was first studied based on their ethical and scientific reliability. The various assessing tools proposed by the experts to measure the quality were appraised, which allowed the selection of the most methodologically scale adapted to this study. Conclusion: we show that the level of quality observed for pediatric trials is high, but was not influenced by the introduction of the European Regulation, which could, on the other hand, have led to an important increase in the number of pediatric trials. Regarding randomized controlled trials, a multivariate analysis allowed the identification of two statistically significant markers associated with high quality score of the protocol: the multicentric character of the research, and the drugs trials.
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Utvärdering av metoder för att extrahera byggnader från laserdata : En jämförelse och kvalitetskontroll av byggnadsytor i FME och ArcGIS Pro / Evaluation of methods for extracting buildings from LiDAR : A comparison and quality assessment of roof planes in FME and ArcGIS ProForsner, Tim January 2018 (has links)
In recent times the demand of high resolution 3D data has seen a rise, and the applications of airborne LiDAR data are increasing. Automatic extraction of building roofs is important in many of these applications such as city modelling. In 2018, Lantmäteriet (the Swedish mapping, cadastral and land registration authority) is planning a new flight to collect airborne LiDAR data. This data may become useful in extracting roof planes. The purpose of this thesis is to evaluate automatic methods for extracting buildings from airborne LiDAR data, and to perform a quality assessment of the footprints.This thesis proposes specific methods of extraction in using software called ArcGIS Pro and FME. The method was to process raw LiDAR points by separating the ground points, and finding building points through plane detection of points in clusters. Vegetation was removed using height difference of the points and the area. Polygons were created from the building points and a quality assessment was then carried out concerning completeness, accuracy and RMSE. The result on four different data sets shows a more appropriate extraction in FME. Lower point density sometimes leads to better extraction of buildings because of less vegetation. Higher point density has the advantage of higher accuracy and can extract smaller buildings, but includes more vegetation. The proposed method is recommended for larger buildings (>25 m2) and a LiDAR point density around 12 points/m2.
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