Academic literature on the topic 'Color Relational Analysis(CRA)'

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Journal articles on the topic "Color Relational Analysis(CRA)"

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Tolston, Michael T., Victor Finomore, and Gregory J. Funke. "Analyzing Semantic Structure: Testing Simple Metrics from Conceptual Recurrence Analysis using Language Models." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 61, no. 1 (2017): 1213–14. http://dx.doi.org/10.1177/1541931213601785.

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Team communication analyses can provide insight into critical team processes. However, such methods often rely on time-consuming subjective rater evaluations, or on techniques that need extensive preparation and yield results that may be difficult to interpret. As part of an effort to identify reliable automated techniques that can be used on small datasets, this research explores the use Conceptual Recurrence Analysis (CRA) to detect changes in conceptual structure in simulated data. We discuss several metrics that quantify conceptual alignment and test the sensitivity of these metrics to changes in relational structure among groups of words generated from language models. We show that CRA summary statistics are sensitive to changes in relational structure among terms and other manipulations in ways consistent with expectations, and give insight into the changing structure of word distributions as constraints are relaxed. We conclude that CRA presents a sensitive and customizable framework for evaluating linguistic exchanges.
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Xu, Shuo, Shouyue Huang, Zhongjing Lin, Wangmin Liu, and Yisheng Zhong. "Color Doppler Imaging Analysis of Ocular Blood Flow Velocities in Normal Tension Glaucoma Patients: A Meta-Analysis." Journal of Ophthalmology 2015 (2015): 1–24. http://dx.doi.org/10.1155/2015/919610.

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Background. To evaluate the potential diagnostic value of CDI of retrobulbar hemodynamic changes in NTG patients.Methods. Relevant publications which included PSV, EDV, and RI of OA, CRA, NPCA, and TPCA in NTG patients and normal controls measured by CDI were retrieved from the Cochrane Central Register of Controlled Trials, PubMed, the ISI Web of Knowledge, and EMBASE from 1990 to 2014. Subgroup analyses were made based on IOP-lowering medications uses.Result. In OA, there was significant decrease of PSV with moderate heterogeneity (P<0.00001,I2=49%) and significant decrease of EDV with significant heterogeneity (P=0.0005,I2=87%) in NTG patients. In CRA, similar results of PSV (P<0.00001,I2=42%) and EDV (P<0.00001,I2=80%) were detected. Significant decrease of PSV and EDV with significant heterogeneity was also found in both NPCA (P<0.0001,I2=70%;P<0.0001,I2=76%; resp.) and TPCA (P<0.00001,I2=54%;P<0.00001,I2=65%; resp.). Statistically significant increases of RI were found in CRA (P=0.0002,I2=89%) and TPCA (P=0.02,I2=81%) with significant heterogeneities, though RI in OA (P=0.25,I2=94%) and in NPCA (P=0.15,I2=86%) showed no statistical changes with significant heterogeneities.Conclusions. Ischemic change of retrobulbar hemodynamics is one of the important manifestations of NTG. Hemodynamic parameters measured by CDI might be potential diagnostic tools for NTG.
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Tarannum, Shakeel. "Pulsatile Ocular Blood Flow Changes in Different Types of Glaucoma." International Journal of Ophthalmology & Eye Science 3, no. 10 (2015): 160–64. https://doi.org/10.19070/2332-290X-1500034.

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Context: Color Doppler imaging (CDI) allows non invasive assessment of ocular blood flow allowing the assessment of vascular component of glaucoma etiopathogenesis. Aims: To evaluate changes in pulsatile ocular blood flow in different types of glaucoma. Settings and Design: Prospective case control study. Methods and Material: Color Doppler imaging was used to determine ocular blood flow parameters – peak systolic velocity ( Vmax), end diastolic velocity (Vd), time average mean of maximum velocity (TAmax), pulsatility index (PI), resistive index (RI) and systolic/diastolic ratio (S/D) in ophthalmic artery (OA), central retinal artery (CRA) and short posterior ciliary artery (SPCA) in primary open angle glaucoma (POAG), primary angle closure glaucoma (PACG) and normal tension glaucoma (NTG). A comparison of the three groups was made with the normal subjects. Statistical analysis used: Unpaired Student’s t-test, p value ≤ 0.05 considered significant. Results: In the POAG group Vmax was decreased in the OA, CRA and SPCA when compared to normals but results were significant only in the CRA. Vd was significantly decreased in all the three vessels. PI and RI were signifantly increased in all three vessels except for the RI in OA which was increased insignificantly. S/D ratio was also significantly increased in CRA and SPCA as compared to normals. In the PACG group Vmax was decreased in all the three vessels as compared to normals but not significantly. Vd was significantly decreased in CRA and SPCA. PI and RI were significantly increased in CRA and SPCA. S/D ratio was significantly increased only in the SPCA. In the NTG group Vmax was decreased in all the three vessels when compared to normals but not significantly. Vd was significantly decreased in OA and CRA. The PI and RI were increased significantly in all the three vessels. S/D ratio was increased significantly in the OA and CRA.  Conclusions: This study confirms that CDI provides an effective way of measuring part of the vascular component of glaucoma. We found decreased blood flow velocity and increased resistive indices in the ocular vasculature in the different types of primary glaucoma as compared to normal subjects.
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Madhpuriya, Gulshan, Sudheer Gokhale, Alka Agrawal, Prakhar Nigam, and Yung-Liang Wan. "Evaluation of Hemodynamic Changes in Retrobulbar Blood Vessels Using Color Doppler Imaging in Diabetic Patients." Life 12, no. 5 (2022): 629. http://dx.doi.org/10.3390/life12050629.

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Background—Diabetic retinopathy is a common complication of long-standing hyperglycemia. Microangiopathy-induced retinal changes are well-visualized on ophthalmoscopic examination. However, certain hemodynamic alterations have also been documented in the diabetic population, which have not been completely understood. Aim—To study the hemodynamic changes in retrobulbar circulation in diabetic patients with and without retinopathy, and to compare these changes with non-diabetic controls. Materials and Methods—This hospital-based prospective study included 50 diabetic and 50 non-diabetic patients. The diabetic groups consisted of 25 patients without retinopathy and 25 patients with retinopathy, and were labeled as Groups I and II, respectively. All subjects underwent orbital color Doppler ultrasonography using a linear high-frequency probe. The color Doppler parameters (peak systolic velocity (PSV), end-diastolic velocity (EDV), and resistive index (RI)) were measured and recorded using the spectral waveform of the ophthalmic artery (OA), central retinal artery (CRA), and short posterior ciliary arteries (SPCA). Comparison of obtained values was carried out using appropriate tests of significance. Results—The resistive indices of the ophthalmic, central retinal, and short posterior ciliary arteries were significantly higher in diabetic patients compared to controls (p < 0.001). The difference was also significant between Group I and Group II. Comparison of PSV and EDV of CRA and SPCAs among three groups using one-way ANOVA revealed a significant difference, with the highest blood flow velocities in the control group and the lowest in diabetics with retinopathy. The ophthalmic artery showed no significant change in blood flow velocity. Analysis using the Pearson correlation coefficient provided a positive correlation between the RI values of OA, CRA, and SPCA and the presence of diabetic retinopathy (OA = r 0.417, p < 0.001; CRA = r 0.466, p < 0.001; SPCA = r 0.438; p < 0.001). Conclusions—The resistive index of OA, CRA, and SPCA is a reliable indicator to assess diabetic-associated hemodynamic changes. The use of orbital color Doppler ultrasonography in diabetic patients can help in the identification of patients who are at risk of developing retinopathy.
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Jimenez-Aragon, Fatima, Elena Garcia-Martin, Raquel Larrosa-Lopez, Jose M. Artigas-Martín, Pilar Seral-Moral, and Luis E. Pablo. "Role of Color Doppler Imaging in Early Diagnosis and Prediction of Progression in Glaucoma." BioMed Research International 2013 (2013): 1–11. http://dx.doi.org/10.1155/2013/871689.

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This longitudinal and prospective study analyzes the ability of orbital blood flow measured by color Doppler imaging (CDI) to predict glaucoma progression in patients with glaucoma risk factors. Patients with normal perimetry but having glaucoma risk factors and patients in the initial phase of glaucoma were prospectively included in the study and divided, after a five-year follow-up, into two groups: “Progression” and “No Progression” based on the changes in the Moorfields regression analysis (MRA) classification of Heidelberg retina tomograph (HRT). An orbital CDI was performed in all patients and the parameters obtained were correlated with changes in HRT. A logistic discrimination function (LDF) was calculated for ophthalmic artery (OA) and central retinal artery (CRA) parameters. Receiver operating characteristics curves (ROC) were used to assess the usefulness of LDFs to predict glaucomatous progression. A total of 71 eyes were included. End-diastolic velocity, time-averaged velocity, and resistive index in the OA and CRA were significantly different (P<0.05) between the Progression and No Progression groups. The area under the ROC curves calculated for both LDFs was of 0.695 (OA) and 0.624 (CRA). More studies are needed to evaluate the ability of CDI to perform early diagnosis and to predict progression in glaucoma in eyes.
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Kundan, Shimpa, Rachel Joseph, Jyoti Shetty, and Sheetal Ballal. "Ocular blood flow in normal tension glaucoma and primary open angle glaucoma." IHOPE Journal of Ophthalmology 2 (October 18, 2023): 77–82. http://dx.doi.org/10.25259/ihopejo_13_2023.

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Objectives: The purpose of the study was to study the ocular blood flow (OBF) in primary open-angle glaucoma (POAG) and normal-tension glaucoma (NTG) by color Doppler imaging (CDI) in the ophthalmic artery (OA), central retinal artery (CRA), and posterior ciliary artery (PCA) and to correlate this with structural and functional damage in glaucoma. Materials and Methods: This was a cross-sectional and observational study. This was a cross-sectional study, in which 30 eyes of each group and controls were studied, CDI was done by a single observer for all cases. Peak systolic velocity (PSV), end-diastolic velocity (EDV), and resistive index (RI) were calculated for OA, CRA, and PCA. Visual fields and retinal nerve fiber layer (RNFL) analysis were done. Results: PSVs and EDVs were lower and RIs were higher for CRA and PCA of NTG and POAG compared to those of controls. The severity of glaucoma (visual field defect) increased when RI of OA was increased in NTG. No such relationship was established between RNFL thinning and OBF. Conclusion: Reduction in PSV and EDV leads to increased RI which is one of the contributory factors in the functional damage in NTG.
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Smirnova, T. V., N. I. Kozlovskaya, V. M. Sheludchenko та ін. "Сolor Doppler Imaging in Eye Hemodynamics Evaluation in Syndrome of Thrombotic Microangiopathy". Ophthalmology in Russia 15, № 4 (2019): 455–62. http://dx.doi.org/10.18008/1816-5095-2018-4-455-462.

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Purpose.To assess the state of blood flow in retrobulbar vessels using the method of color Doppler imaging in thrombotic microangiopathy (TMA) associated with atypical hemolytic uremic syndrome (aHUS), malignant hypertension (MH) and catastrophic antiphospholipid syndrome (CAPS).Methods. The study involved 16 patients aged from 18 to 43 years with TMA associated with aHUS (13 patients), MH (2 patients) and CAPS (1 patient). All patients underwent a study of the state of blood flow in the vessels of the retrobulbar space by color Doppler imaging using a multifunctional ultrasonic diagnostic device Voluson 730 Pro and Voluson E8. The spectrum of blood flow in the ophthalmic artery (OA), central retinal artery (CRA), central retinal vein (CRV), in the medial and lateral short posterior ciliary arteries (SPCA) was recorded and the following parameters were determined: maximum systolic velocity (Vsyst), final diastolic velocity (Vdiast), peripheral resistance index (RI), pulsation index (PI).Results. The analysis of the Doppler blood flow spectrum in all patients with TMA syndrome revealed a decrease in Vsyst in the vessels of the retrobulbar space, more pronounced in the CRA, with an increase in the venous component of the Doppler spectrum. In patients with TMA associated with aHUS and MH Vdiast in the studied vessels were in normal limits or increased, RI and PI were reduced. In aHUS a statistically significant correlation was found between Vdiast in OA and the level of haptoglobin in blood serum, which is a classic marker of intravascular hemolysis.Conclusion. Color Doppler imaging of retrobulbar vessels is an important method for the diagnosis of ocular hemodynamics disorders in the syndrome of TMA. All patients with TMA syndrome are characterized with a decrease in the systolic component of the Doppler spectrum of blood flow in the vessels of the retrobulbar space, especially in the CRA, with an increase in the venous component. With aHUS and MH diastolic blood flow in the retrobulbar vessels corresponds to the norm or increases, RI and PI decrease. In TMA associated with aHUS, the final diastolic velocity of blood flow in OA depends on the level of microvascular hemolysis.
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Liou, Jeih-Jang. "A Novel Color Recognition Model for Improvement on Color Differences in Products via Grey Relational Grade." Axioms 10, no. 4 (2021): 266. http://dx.doi.org/10.3390/axioms10040266.

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ED light, a green energy-saving light source, can cause color cast. For this reason, LED light is seldom favored by designers. The purpose of the paper is to provide shoppers who are observing product colors in an LED-lighted setting with an innovative color identification model. Based on designers’ product color comparison, the paper employs high-reliability mechanic visual perception in combination with grey relational grade. Grey relational grade is applied to eliminate electrical fault pertaining to mechanic visual perception, whereby appropriate LED parameters and color cast inclination can be obtained. The paper first mimics retail store display windows. The color temperature and illuminance of LED light sources are adjustable. Two degrees of illuminance, including high illuminance (1500 lux) and low illuminance (500 lux), and two light source color temperatures, including yellow light (2700 K) and white light (4000 K), were assigned for study. Four colors, including red, yellow, blue and green of the natural color system, were selected as product colors. The mechanic visual perception sensor was used to identify the object (product) color, which is then converted into an RGB color model to serve as research data of color cast measurement, and the grey relational grade was applied to obtain the most appropriate LED light parameters and the color cast of the four colors. The data analysis reveals that green shows the least color cast when it is lighted by a yellow LED light source with low illuminance, yellow and blue have the least color cast when it is lighted by a white LED light source with high illuminance and red displays the least color cast when it is lighted by a white LED light source with low-illuminance. The analysis also indicates each color’s cast inclination in blackness, chromaticness and hue. As a result, LED light that is more acceptable to designers is suggested for display windows, thus reducing problems with product color cast.
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Kim, Shine, and Ki-Dae Kwon. "A Relational Analysis among Color Marketing, Brand Charisma and Marketing Outcome." Journal of the Korea Academia-Industrial cooperation Society 15, no. 1 (2014): 144–56. http://dx.doi.org/10.5762/kais.2014.15.1.144.

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Wu, Xuan Run, Jian Da Cao, and Yan Chen. "Testing of Fabric Dynamic Moisture Transfer Based on Munsell Color HV/C Value." Applied Mechanics and Materials 58-60 (June 2011): 1854–59. http://dx.doi.org/10.4028/www.scientific.net/amm.58-60.1854.

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Based on munsell color HV/C value to test dynamic surface wetness of fabrics can be seen more intuitive to the dynamic permeability characteristics of fabrics. This paper selects 44 kinds of knitted fabrics to do the experiment with the of sweat simulation device, and get the complete label HV/C of Munsell color space of fabrics and moisture content of fabric from 0 to 30 minutes, and analyze their relational with the method of the grey relational analysis. The results show that in the 44 kinds of testing varieties, they are 20 kinds of samples having the maximum correlation coefficient between Munsell color index and moisture content ,and 21 kinds of samples having maximum correlation coefficient between Munsell color value and moisture content , we can see that their proportion is close , so by existing methods only using Munsell color index evaluating dynamic moisture transfer properties of fabrics had omitted the information of Munsell color value and Munsell color chroma, therefore it is necessary comprehensive considering the Munsell color HV/C value of the complete label information ,and establish a composite indicator of evaluation dynamic surface moisture transfer.
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Dissertations / Theses on the topic "Color Relational Analysis(CRA)"

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Cheng, Chih-te, and 鄭志德. "Vehicle Color Recognition Technology Based on the Relational Analysis." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/37237787503697565749.

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碩士<br>國立臺灣科技大學<br>資訊工程系<br>98<br>In this thesis, we proposed a method that can detect the color of a vehicle based on the statistical theory. The method can analyze the relationship between moving vehicles and background and then classify the vehicles according to moving directions. Then recognize the color of a vehicle in different classifications. Owing to the not being hidden color of a vehicle, it can increase the degree of freedom for setting up a surveillance system. Therefore, the main purpose of this thesis is to provide the vehicle color recognition information to enhance the database of a traffic video surveillance system, and then save the manpower and improve the reliability of the recognition system. In the process of capturing traffic information, we use the pictures capturing by a CCD camera and setting different thresholds in HSV (hue, saturation, and value) color space to classify all the pixels in the images of vehicles in different directions. The test image is going through the multilayer filters to classify to which class it belongs. Then based on the concentration ratio and proportion for each class, it then can recognize the color of a vehicle of the test image. In addition, this method uses the concentration ratio between objects and background to learn the correlation between them, so it also has the ability to improve the light source effect in the outdoor environment. Besides that, we set three different parameters to improve the recognition rates for three different vehicle moving directions. Experimental results show that the proposed method is very robust and efficient for the vehicle in front, side and overlook directions and the average color recognition rates are up to 90.2%.
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Chien-MingLi and 李健明. "Photoplethysmographic Dynamic Errors of Fractional-Order Chaos Synchronization and Color Relational Analysis in Computer-assisted Diagnosis of Peripheral Arterial Disease." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/72dpwf.

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博士<br>國立成功大學<br>生物醫學工程學系<br>102<br>Lowe-limb peripheral arterial disease (PAD) is a prevalent and insidious disease caused by atherosclerosis, potentially leading to total occlusion of artery and gangrene of leg. The most common risk factors for this limb-threatening disease are type 2 diabetes mellitus, ageing, and cigarette smoking, but the pathogenesis of atherosclerosis may include hypertension, dyslipidemia, and homocysteinemia. Underdiagnosis and under-treatment of PAD are partly because of its stealthy progress and lack of screening device for early diagnosis and active monitoring. Typical clinical manifestations of this vascular disorder are intermittent claudication and leg pain with unknown degree of arterial obstruction. In tertiary hospitals PAD can be accurately diagnosed with invasive angiography and ankle-brachial pressure index (ABI), currently deemed as a standard for evaluating severity. The severity is generally divided into normal (ABI 〉 0.9), low-grade (ABI = 0.9-0.5), and high-grade (ABI 〉 0.9) based on the ABI. Unfortunately, it is not sensitive enough to be used for prognostic evaluation of patients with hardened arteries commonly observed in diabetic and uremic. Photoplethysmography (PPG) is an optic technique based on the association of blood volume change with light-tissue interaction. In current clinical setting, measurement of peripheral oxygenation and cardiac rhythm highly rely on this noninvasive technique. Previous studies have reported that the differences of pulse transit time (PTT) of photoplethysmograms between the right and left feet are significantly greater in PAD patients than those in healthy persons. However, a PPG-based assistant device for the diagnosis of PAD is still lacking. The objective of this thesis is to develop a computer-assisted tool as an assistant tool for PAD diagnosis. The prototype was designed by combining dynamic error system of fractional-order chaos synchronization and pattern recognition techniques to test its potential in clinical applications. In the first experiment, photoplethysmographic signals were captured from 25 recruited subjects, including 11 healthy adults and 14 diabetic patients with three degrees of disease severity. Taking R wave of electrocardiogram as the reference, parameters △PTTp, △PTTf and △RT are determined from big toes of two feet. The results show that the dynamic errors of the fractional-order chaos synchronization and color relational analysis are able to effectively classify 3 different degrees of PAD severity. In the second experiment, 15 healthy persons and 17 diabetic patients were recruited for PPG measurement. The classification of PAD severity is also effectively conducted using support vector machine to design the classifier with wolf pack search algorithm adopted for obtaining optimal model parameters. Compared to the artificial neural network and other machine learning techniques, the proposed method is demonstrated to be efficient and effective to estimate the PAD severity. Photoplethysmography combined with proper classification techniques consisting of color relational analysis and support vector machine is potential to design a portable computer-assisted tool for real-time PAD diagnosis. Its advantages include only small sample data are required for model training; patterns are expandable; signal capture and model training are efficient; parameter assignment is not necessary; and trapped in local minima can be avoided. Furthermore, electrocardiogram may be neglected for a PPG to be analyzed with dynamic error system of fractional-order chaos synchronization. In conclusion, PPG analyzed with color relation and modeled with support vector machine is potential in designing an assistant tool to screen and monitor the PAD in communities and hospitals.
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Book chapters on the topic "Color Relational Analysis(CRA)"

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ten Have, Henk. "3. The Power of Color." In Color, Healthcare and Bioethics. Open Book Publishers, 2025. https://doi.org/10.11647/obp.0443.03.

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The idea that colors have a particular power is elaborated in this chapter. The effects of color are particularly expressed by artists. Color is regarded as a language without words and it can directly address our emotions and feelings. Green, for instance, has a retiring and relaxing effect, and gives the impression of refreshment, naturalness, and quietness but it is also associated with tiredness and guilt. If colors are connected with meanings and emotions, this may have implications for psychological well-being and functioning. The effects of color on human behaviour and performance are therefore extensively studied. In contexts in which an achievement is expected, perception of red impairs performance, particularly when cognitive analysis, mental manipulations and flexible processes are required. On the other hand, blue enhances performance of a creative task. That the context is important for the effects of colors is shown in studies about contests. In a competitive context the color red influences the outcome of a contest. Also in relational contexts, red seems to be a positive color, for example enhancing the attractiveness of women. Studies of the effect of colors usually have practical implications. The assumed effects of colors on human emotions and behaviors is especially examined in the marketing industry as well as in relation to food. Since the studies of Goethe in the Romantic era the affective power of colors has attracted growing attention. Colors are characterized as active (plus) or passive (minus), warm or cold. They evoke a range of particular feelings between excitement and energy on the one hand, and relaxation on the other. Goethe relates the power of colors to the associations they generate; they are connected to positive and negative meanings. For this reason, it is difficult to determine whether the effect of colors are produced by the colors themselves, the meanings associated with them, or both. The difficulty is that many studies are not rigorous and controlled for various factors. First, colors have the dimensions of hue, saturation and lightness which are often not distinguished. Second, it is clear that light has an influence on the human organism but frequently no distinction is or can be made between hue and light. Third, many studies are performed in experimental, laboratory conditions in which the context of color vision is disregarded and only the effects of colors are tested. For these reasons, it is often not clear that the experimental findings can be applied in everyday real situations. That does not imply that colors have no effect at all.
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Picariello, Antonio, and Maria Luisa Sapino. "Managing Uncertainties in Image Databases." In Database Technologies. IGI Global, 2009. http://dx.doi.org/10.4018/978-1-60566-058-5.ch139.

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In this chapter, we focus on those functionalities of multimedia databases that are not present in traditional databases but are needed when dealing with multimedia information. Multimedia data are inherently subjective; for example, the association of a meaning and the corresponding content description of an image as well as the evaluation of the differences between two images or two pieces of music usually depend on the user who is involved in the evaluation process. For retrieval, such subjective information needs to be combined with objective information, such as image color histograms or sound frequencies, that is obtained through (generally imprecise) data analysis processes. Therefore, the inherently fuzzy nature of multimedia data, both at subjective and objective levels, may lead to multiple, possibly inconsistent, interpretations of data. Here, we present the FNF2 data model, a Non-First Normal Form extension of the relational model, which takes into account subjectivity and fuzziness while being intuitive and enabling user-friendly information access and manipulation mechanisms.
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Conference papers on the topic "Color Relational Analysis(CRA)"

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Sun, Zhi-xue, Le Zhang, and Chen Chen. "Multi-image Evaluation of Product Color Design based on Grey Relational Analysis." In 2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering. Atlantis Press, 2015. http://dx.doi.org/10.2991/icmmcce-15.2015.197.

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Yan, Ziyue, Mingzhu Li, and Liqing Huang. "Research on Color Image Evaluation of Child Safety Seats Based on grey relational analysis model." In 2020 International Conference on Innovation Design and Digital Technology (ICIDDT). IEEE, 2020. http://dx.doi.org/10.1109/iciddt52279.2020.00083.

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Yu-Min, Chiang,. "Applying Grey Relational Analysis and Fuzzy Neural Network to Improve the Yield of Thin-Film Sputtering Process in Color Filter Manufacturing." In Information Control Problems in Manufacturing, edited by Bakhtadze, Natalia, chair Dolgui, Alexandre and Bakhtadze, Natalia. Elsevier, 2009. http://dx.doi.org/10.3182/20090603-3-ru-2001.00067.

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Fischer, Lutz, Lars Gadermann, Daniel Holder, Niklas Ihle, Julius Schlecht, and Thomas Maier. "Investigation of the influences of sensors for automated driving on the perception of exterior design." In 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023). AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1003806.

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Automated driving requires a large number of sensors. They are used to detect environmental influences and regulate vehicle guidance. Many of these sensors have to fulfil requirements regarding position and functional installation space. This creates a conflict of objectives between aesthetically appealing integration into the design and functional integration into trim parts or an aerodynamic concept. In addition, the perception of the sensors by vehicle users and other road users could favour the recognition of an automated vehicle (AV). Numerous studies showed the fundamental importance of a vehicle's exterior, especially with regard to the various semantic aspects of the resulting product effect. This is particularly apparent with regard to the communication between the driver or AV and other road users. Therefore, in this paper we consider the preconditioning of the user in relation to the degree of integration of sensor technology for automated driving. For this purpose, sensor configurations differing in shape and colour are applied to a concept car and examined in an eye-tracking study with regard to their influence on the perception of passengers and other road users. This will provide designers and engineers with insights into the design of sensor clusters in the exterior design of future vehicles.METHODSIn a first step, existing studies were systematically examined to determine the influence of the exterior design on the perception of the vehicle. In addition to the basic idea of appeal, the preconditioning by the design was examined in particular. It has been shown that the exterior design has an influence on the user's driving style, the spatial perception and the brand affiliation recognition. In more recent studies, the influence of so-called external HMIs (eHMI) on the perception of an automated vehicle has been increasingly investigated. Studies on the influence of more or less exposed sensors for automated driving on the perception of users or pedestrians are not known.In a second step, an eye-tracking study was therefore designed. In the study, the test persons were sequentially shown renderings in ¾ front and ¾ rear perspective of a concept car with different sensor configurations on the screen. The relevant sensor configurations are based on a previous study in which we conducted a position analysis and derived integration strategies for sensors. The stimulus patterns differ specifically in the sub-forms of structure (position), shape and colour. The test persons evaluated each of the stimulus patterns by means of a questionnaire with regard to their subjective impression in the use cases "crossing the street as a pedestrian" and "getting into the vehicle and being driven home". System trust, the perception of safety, recognisability and the judgement of appeal were assessed. Absolute dwell time, relative dwell time and fixation were recorded via eye tracking.RESULTSThe statistical evaluation of the results has shown that the sensors already have an influence on system trust and the perception of safety of the users and other road users in both use cases considered. In particular, for the configuration without visible sensors and additively integrated sensors, significant differences emerged as expected. As expected, there was a high degree of dispersion in the opinion towards liking the design of the users. Areas of interest were derived from the eye-tracking data via heat maps. The more accurate understanding of the perception of the degree of integration of sensors into the exterior design can support the work of designers by giving them the freedom to realise significantly more innovative designs in their design proposals compared to previous vehicles.OUTLOOKExtending the investigations to much larger vehicles, especially trucks or robotic vehicles according to SAE Level 5 without passengers could show whether the perception of sensors can already be used as a salient feature in exterior design. Furthermore, it should be investigated whether there are interactions with eHMI on AVs. In addition, system trust and safety perception could be investigated in an extended virtual reality test design with a variety of other relevant use cases such as: "oncoming AV at right-before-left intersection" to show influences of immersion. Also, the influence of time and the associated habituation factor certainly plays a role. For this reason, the effects of road users getting used to the sight with sensors should also be considered.ACKNOWLEDGMENTSThis research was supported by Federal Ministry for Economic Affairs and Climate Action in the national research project RUMBA.
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Ratajeski, Roy. "New Generation of State Test House Equipment." In ASME 1994 Citrus Engineering Conference. American Society of Mechanical Engineers, 1994. http://dx.doi.org/10.1115/cec1994-4001.

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The new generation State Test House Brix/Acid test system, is a bold integration of open platform, personal computer and process controller instrumentation and software sub-systems designed to maximize the efficiency and utilization of existing automatic fruit analyzer hardware. The new equipment provides cost-effective, state-of-the-art hardware connectivity and software programmability. The new generation of test house equipment is a recombination of basic industry approved automatic fruit analysis, test hardware and procedures. The scope of modernization and renovation included system rewiring, incorporation of a programmable controller, a new test computer, UNIX operating system, supervisory control and data acquisition (SCADA) software, a fourth generation relational data base, communications system, and a central office host computer. A new environmental systems enclosure, new weight controllers, sample scale, Super VGA color monitor, pH and temperature sensing instrumentation, multi-form printers, and 9600 baud modems were also furnished. The method of testing for Brix and acid remained intact. Paper published with permission.
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