• Title/Summary/Keyword: correlation measure

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Target Tracking based on Kernelized Correlation Filter Using MWIR and SWIR Sensors (MWIR 및 SWIR 센서를 이용한 커널상관필터기반의 표적추적)

  • Sungu Sun;Yuri Lee;Daekyo Seo
    • Journal of the Korea Institute of Military Science and Technology
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    • v.26 no.1
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    • pp.22-30
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    • 2023
  • When tracking small UAVs and drone targets in cloud clutter environments, MWIR sensors are often unable to track targets continuously. To overcome this problem, the SWIR sensor is mounted on the same gimbal. Target tracking uses sensor information fusion or selectively applies information from each sensor. In this case, parallax correction using the target distance is often used. However, it is difficult to apply the existing method to small UAVs and drone targets because the laser rangefinder's beam divergence angle is small, making it difficult to measure the distance. We propose a tracking method which needs not parallax correction of sensors. In the method, images from MWIR and SWIR sensors are captured simultaneously and a tracking error for gimbal driving is chosen by effectiveness measure. In order to prove the method, tracking performance was demonstrated for UAVs and drone targets in the real sky background using MWIR and SWIR image sensors.

Development of a Reproducibility Index for cDNA Microarray Experiments

  • Kim, Byung-Soo;Rha, Sun-Young
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.05a
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    • pp.79-83
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    • 2002
  • Since its introduction in 1995 by Schena et al. cDNA microarrays have been established as a potential tool for high-throughput analysis which allows the global monitoring of expression levels for thousands of genes simultaneously. One of the characteristics of the cDNA microarray data is that there is inherent noise even after the removal of systematic effects in the experiment. Therefore, replication is crucial to the microarray experiment. The assessment of reproducibility among replicates, however, has drawn little attention. Reproducibility may be assessed with several different endpoints along the process of data reduction of the microarray data. We define the reproducibility to be the degree with which replicate arrays duplicate each other. The aim of this note is to develop a novel measure of reproducibility among replicates in the cDNA microarray experiment based on the unprocessed data. Suppose we have p genes and n replicates in a microarray experiment. We first develop a measure of reproducibility between two replicates and generalize this concept for a measure of reproducibility of one replicate against the remaining n-1 replicates. We used the rank of the outcome variable and employed the concept of a measure of tracking in the blood pressure literature. We applied the reproducibility measure to two sets of microarray experiments in which one experiment was performed in a more homogeneous environment, resulting in validation of this novel method. The operational interpretation of this measure is clearer than Pearson's correlation coefficient which might be used as a crude measure of reproducibility of two replicates.

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A Validation Study of the Measure of Constructs Underlying Perfectionism-Korean version (M-CUP-K) (한국어판 완벽주의 구성 척도의 표준화 연구)

  • Cheon, Jooah;Kang, Jee In;Namkoong, Kee;Kim, Hae Won;Sohn, Sung Yun;Kim, Se Joo
    • Anxiety and mood
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    • v.12 no.2
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    • pp.103-112
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    • 2016
  • Objective : This study was conducted to examine the reliability and validity of the Measure of Constructs Underlying Perfectionism-Korean version (M-CUP-K). Methods : Two hundred and six normal subjects completed a battery of measures including M-CUP-K, Frost Multidimensional Perfectionism Scale-Korean version (FMPS-K), and Beck Depression Inventory (BDI). Psychometric properties of the M-CUP-K were analyzed. Results : The principal component analysis for construct validity resulted in 56 items composed of 6 factors (factor 1 : Dissatisfaction-Reactivity to Mistakes; factor 2 : Order-Details and Checking ; factor 3 : Satisfaction ; factor 4 : High standards ; factor 5 : Perceived Pressure from Others-Perfectionism toward Others ; factor 6 : Black and White Thinking about Tasks and Activities), compared to the original version. The M-CUP-K total and subscale scores were more strongly correlated with those of the other perfectionism-specific measure, FMPS-K, with a correlation of 0.822 (convergent validity) than with those of the nonspecific depression measure (discriminant validity). The Cronbach's ${\alpha}$ value for internal consistency of M-CUP-K was in an excellent range (r=0.872-0.935). The test-retest reliability for external validity suggested a good temporal stability with a total score correlation of 0.827. Conclusion : This study revealed that the M-CUP-K has good reliability and validity. Therefore, the M-CUP-K can be used as a promising measure of perfectionism in Korea.

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Correlation Between Walking Ability Assessment Tools for Patients With Spinal Cord Injury Using MBI, FIM, SCIM II, WISCI, Walking Velocity, and Walking Endurance (척수손상 환자의 보행능력 검사를 위한 평가도구의 비교: MBI, FIM, SCIM II, WISCI, 보행속도, 보행지구력)

  • Lee, Hyoung-Soo;Song, Byung-Ho;Shin, Young-Il
    • Physical Therapy Korea
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    • v.13 no.2
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    • pp.1-8
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    • 2006
  • The main purposes of this study were to find the correlation between walking ability assessment tools using the Modified Barthel Index (MBI), Functional Independence Measure (FIM), Spinal Cord Injury Measurement II (SCIM II), Walking Index for Spinal Cord Injury (WISCI), walking velocity, and walking endurance. The study population consisted of 56 patients with spinal cord injury referred to the department of Rehabilitative Medicine in the National Rehabilitation Hospital. All subjects were ambulatory with or without an assistive device. All participants were assessed by MBI, FIM, SCIM II, WISCI, walking velocity, and walking endurance. The data were analyzed using Pearson correlation analysis and X2. There was significant correlation between the MBI, FIM, SCIM II, WISCI, walking velocity, and walking endurance (p<.01). In particular, WISCI has a significant correlation with SCIM II(p<.001). Therefore the WISCI scale is an appropriate assessment tool to predict the gait ability of patients with spinal cord injury. Further study about MBI, FIM, SCIM II, WISCI, walking velocity, and walking endurance is needed using a longitudinal study design.

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Study on Improvement of Measurement Precision in Digital Image Correlation Measurement Method by Using Subpixel Algorithms (이미지 상관법의 서브 픽셀 알고리즘을 이용한 측정 분해능 향상에 관한 연구)

  • Kim, Seung Jong;Kang, Young Jun;Choi, In Young;Hong, Kyung Min;Ryu, Won Jea
    • Journal of the Korean Society for Precision Engineering
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    • v.32 no.12
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    • pp.1039-1047
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    • 2015
  • Contact type sensors (e.g., displacement sensor and strain gauge) were typically used to evaluate the safety and mechanical properties in machines and construction. However, those contact type sensors have been constrained because of measurement problems such as surface roughness, temperature, humidity, and shape. The Digital Image Correlation (DIC) measurement system is a vision measurement system. This measurement system uses the taken image using a CCD camera and calculates the image correlation between the reference image and the deformed image under external force to measure the displacement and strain rates. In this paper, we discuss methods to improve the measurement precision of the digital image correlation measurement system. A tensile test was conducted to compare the precision improvement effects, by using the universal test machine and the DIC measurement system, with the use of subpixel algorithms, i.e., the Coarse Fine Search (CFS) algorithm and the Peak Finding (PF) algorithm.

Generalized Composite Estimator with Intraclass Correlation in p-level Rotation Sampling (P-수준교체표본에서 교체그룹내 상관관계를 고려한 일반화 복합추정량)

  • 박유성;배경화;김기환
    • The Korean Journal of Applied Statistics
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    • v.14 no.1
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    • pp.81-90
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    • 2001
  • One of the Repeated survey which estimates variability of population, we can be consider rotation sample survey. There are two kinds of rotation sample survey - onelevel rotation sample survey and multi-level rotation sample survey. In rotation sample survey, Composite estimator is used to measure level or level change of the population. This study suggests Generalized Composite estimator as considering intraclass correlation in multi-level rotation sample survey, and optimal weight minimizing variance of estimator. Numerical example shows efficiency of Generalized Composite estimator as considering intraclass correlation according to the sample unit and change degree of intraclass correlation in the rotation group.

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The Relationships among Multiple Intelligence, Creativity and Home Economics achievements of the middle & high school students. (중ㆍ고등학생의 다중지능 및 창의성과 가정과 학업성취도와의 관계)

  • 정미경
    • Journal of Korean Home Economics Education Association
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    • v.14 no.3
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    • pp.51-64
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    • 2002
  • The Purposes of This Study is to investigate the relationships among Multiple Intelligence(MI). Creativity and Home Economics achievements of the middle & high school students. The research of this study are performed as follows Subject of this study were 142 middle school student & 127 girls' high school. And The “Creativity Test” developed by Korean Creativity Research Institute(1998). Multiple Developmental Assesment scale were administrated as data gathering tools And end-term exam scores on 9 subject were collected as the measure of academic achievement. Especially the Home Economics achievement were collected with Written test and performance assesment. The data were analysed by pearson's correlation. The findings of this study were as follows: 1) A statistically significant correlation among the MI and Home Economics achievements in middle school students(linguistic, Logical-mathematical. Musical. Interpersonal, Intrapersonal) and high school students(linguistic, Logical-mathematical, Interpersonal) were found. But There were not statistical difference between another 8 subjects. 2) In middle school students. a statistically significant correlation among the creativity and Home Economics achievements were found But in high school students, statistically significant correlation among the creativity and Home Economics achievements were not found 3) In MI and Home Economics achievements correlation. there were not difference between written test and performance assesment.

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Cultural Competence, Health Promotion Behavior, and Quality of Life in Married Immigrant Women in Korea (결혼이주 여성의 문화적 역량, 건강증진 생활양식 및 삶의 질)

  • Chung, Myung Sill
    • The Journal of Korean Academic Society of Nursing Education
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    • v.21 no.1
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    • pp.36-45
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    • 2015
  • Purpose: The purpose of this study was to identify the correlation coefficient cultural competence, health promotion behavior, and quality of life of married immigrant women in Korea. Methods: The participants included 88 married immigrant women who applied to educational programs for medical tour coordinators and agreed to participate in the study. Data were collected through self-report questionnaires that were constructed to include scales to measure cultural competence, health promotion behavior, and quality of life. Data were analyzed using ANOVA, Pearson correlation coefficients with SPSS/WIN 19.0. Results: Both cultural competence and health promotion behavior were different according to the husband's occupation. There was a positive correlation between cultural competence and quality of life, a positive correlation between health promotion behavior and quality of life, and a positive correlation between health promotion behavior and cultural competence. Conclusion: From a long-term point of view, various programs for married immigrant women should greatly strengthen their cultural competence and help them become genuine members of our society and live an independent life. Developing detailed and active programs for nursing intervention to constitute a healthy lifestyle and improve the quality of life is recommended.

Comparison of Correlation between CVS-75 Mode and Korea Mode to Estimate Emission Factors from Vehicles (자동차 오염물질 배출계수 산정을 위한 CVS-75모드와 국내차속모드의 상관성 비교 연구)

  • Jung, Sung-Woon;Ryu, Jeong-Ho;Lyu, Young-Sook
    • Journal of Korean Society for Atmospheric Environment
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    • v.22 no.3
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    • pp.383-391
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    • 2006
  • In Korea, the major source of serious air pollution is motor vehicles. Air pollution from vehicles has been annually increased. Then the government will try to control the vehicle emission by applying the effective emission management policy for the manufactured and in-used car. It is necessary to correctly calculate the emission factor for successful propulsion of the vehicle emission control policy. In this study, correlation analysis of exhaust emissions from vehicles between CVS-75 mode and Korea mode was conducted. A total of 25 light-duty buses were tested on the chassis dynamometer system in order to measure CO, HC, NOx PM and fuel efficiency (F.E.). For the test modes, 10 different Korea modes and CVS-75 mode were used. As the result of correlation analysis between those modes, most of the correlation coefficients were higher than 0.90. On the basis of high correlation between those modes, correction factors by driving conditions were estimated. Through the results of this study, we obtained essential basic data to correct difference from those modes.

Correlation between the Diaphragmatic Contraction Pressure and the Slow Vital Capacity

  • Lee, Jae-Seok;Han, Dong-Wook;Kang, Tae-Wook
    • Journal of the Korean Society of Physical Medicine
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    • v.14 no.3
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    • pp.47-53
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    • 2019
  • PURPOSE: This study measured the external pressure on abdomen during maximal inspiration. The study determined the correlation between the diaphragmatic contraction pressure and the lung capacities to verify whether or not the measured pressure values can represent diaphragmatic contractility. METHODS: The study included 32 healthy subjects (16 males and 16 females). The researchers fabricated their own diaphragmatic pressure belt (DiP Belt) to measure DCP. DiP Belt device was fixed on the front of the abdomen and the diaphragmatic contractility was measured during maximal inspiration. The lung capacities were measured using a portable digital spirometer device (Pony Fx, COSMED, Italy). A digital spirometer is a device that is used to test the flow of air entering and exiting the lungs. RESULTS: DCP showed significant positive correlations with vital capacity (VC), inspiratory reserve volume (IRV) and inspiratory capacity (IC). Among values of lung capacities, IC showed especially strong positive correlations with the DCP (r =.714, p<.010). For the males, DCP showed significant positive correlations with IRV and IC, and DCP showed significant negative correlation with the expiratory reserve volume (ERV). For the females, DCP showed significant positive correlation with tidal volume (VT), but any significant correlation was not found with any of the other values of lung capacities. CONCLUSION: DCP showed high correlations with IRV and IC associated with inspiratory capacity. Therefore, The DiP Belt can be looked upon as a simple device that is very useful for measuring diaphragmatic contractility.