• Title/Summary/Keyword: Recognition and Perception

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Stereo Vision Neural Networks with Competition and Cooperation for Phoneme Recognition

  • Kim, Sung-Ill;Chung, Hyun-Yeol
    • The Journal of the Acoustical Society of Korea
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    • v.22 no.1E
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    • pp.3-10
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    • 2003
  • This paper describes two kinds of neural networks for stereoscopic vision, which have been applied to an identification of human speech. In speech recognition based on the stereoscopic vision neural networks (SVNN), the similarities are first obtained by comparing input vocal signals with standard models. They are then given to a dynamic process in which both competitive and cooperative processes are conducted among neighboring similarities. Through the dynamic processes, only one winner neuron is finally detected. In a comparative study, with, the average phoneme recognition accuracy on the two-layered SVNN was 7.7% higher than the Hidden Markov Model (HMM) recognizer with the structure of a single mixture and three states, and the three-layered was 6.6% higher. Therefore, it was noticed that SVNN outperformed the existing HMM recognizer in phoneme recognition.

An Analysis of the Factors and Patterns Related to Stress Perception of Students from Different Types of High School (학교 유형별 고등학생의 스트레스 인지 요인과 양상 분석)

  • Yim, Seo Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.5
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    • pp.598-606
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    • 2020
  • This study analyzed the factors of stress perception and their patterns depending on the high school students from different types of high school, which include academic high schools and vocational high schools. The data reflected the degree of stress perception according to several factors, which are considered to be related to stress perception, and the study analyzed how differently these factors affected students in each school type. The subjects were 29,380 students from the 14th Korea Youth Health Behavior Survey who meet the purpose of this study. The factors related to stress perception were classified into general characteristics, health behavior characteristics, and health status characteristics. The factors of the study were compared in each group and between the groups. In both school types, stress perception was associated with a number of common factors and some group specific factors. The common main factors related to stress perception were depressive experience, subjective recognition of their health status, subjective recognition of sleep satisfaction, and gender. However, the pattern in which each factor was related to stress perception differed according to the school types. Therefore, efforts should be made to reflect the characteristics of each school type while considering the common factors related to stress perception when making policies for managing high school students' stress.

A College Students' Dietary Behavior for Processed Foods and the Level of Perception on Food Labeling System According to Residence Type in Won Ju Province (원주지역 대학생의 거주형태에 따른 가공식품 관련 식행동과 식품표시 인식)

  • Won, Hyang-Rye
    • The Korean Journal of Community Living Science
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    • v.21 no.4
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    • pp.581-593
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    • 2010
  • This study was performed to find out the correct recognition and stabilization of the food labeling system, and the dietary behavior of college students for processed food as well as their recognition of the food labeling system as observed according to their residence type. A questionnaire was composed with three divisions containing general items, the dietary behavior for processed food and the effectiveness of the nutrition labeling system. The data was analyzed by SPSS WIN 17.0 and the results are as follows; The findings showed differences according to residence type were the intake frequency of processed food, the ways of preservation and the reasons of returning or exchange of the purchased processed food. And there was no difference in the recognition of dietary behavior for processed food and food nutrition labeling system. For overall perception of the dietary behavior and the recognition of the food labeling system, the ratio of college students who considered selection standard related to health when purchasing processed food was low. And the ratio of those who checked the label for milk and dairy products or instant food which is concerned with decomposition was high. On the contrary, the ratio of checking was relatively low for beverages, noodles and cookies. Many answered that the reason for having checked the food label was to find out the safety of the food and that of having read the nutrition label was to control weight and to check the nutrition ingredients. In general, many answered positively for the recognition and the necessity of food labeling system, but the actual practice of selecting and managing processed food was poor.

Effects of the Radiation Benefits and Hazards on Overcoming Recognition of Fukushima Nuclear Disaster Using the Structural Equation Modeling (구조방정식모형을 이용한 방사선 이익성과 위험성이 후쿠시마 원전사고 극복 인식에 미치는 영향)

  • Seoung, Youl-Hun
    • Journal of radiological science and technology
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    • v.41 no.2
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    • pp.163-170
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    • 2018
  • The purpose of this study was to analyze the structural relationship between radiation hazards and radiation benefits effecting on overcoming recognition of Fukushima nuclear disaster (FND) in Japan by using structural equation modeling (SEM). The subjects were 248 undergraduates from one university in Chungbuk province in Korea. From June 1, 2017 to July 30, 2017, we conducted a questionnaire survey on the radiation hazards and radiation benefits and on the overcoming recognition of FND. As a result, it showed that the recognition of radiation hazards has a significant effect on the benefits of radiation, but does not directly affect the overcoming recognition of FND. However, the recognition of radiation benefits has been mediating between radiation hazards perception and the overcoming recognition of FND. Therefore, it can be empirically confirmed that despite the radiation hazards the recognition of overcoming the FND depends on the level of radiation benefits by using the SEM.

Association between Risk Factors for Health and Taste Perceptions of Middle-aged and Elderly People Living in Rural Areas (농촌지역 중.노년의 맛 감지능과 건강위험인자와의 관계)

  • Lee, Mee-Sook;Oh, Se-In;Kwak, Chung-Shil
    • Korean Journal of Community Nutrition
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    • v.16 no.1
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    • pp.145-154
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    • 2011
  • The purpose of this study was to evaluate the relationship between taste perceptions and risk factors for health of Korean elderly living in rural areas. Recognition thresholds for four basic tastes, drug consumption, BMI, fasting blood glucose, serum total cholesterol, serum triglyceride, systolic blood pressure, and diastolic blood pressure were assessed in 176 males and 312 females aged between 50 and 88 years. For the recognition threshold of the four basic tastes, alcohol drinking did not influence their sensitivities, but the alcohol drinking group preferred a higher pleasant concentration of NaCl than did the non-alcohol drinking group. However, smoking significantly decreased sensitivities of the four basic tastes. For the pleasant concentration of NaCl, the smoking group tended to prefer a higher concentration than the non-smoking group. Drug consumption, fasting blood glucose, serum total cholesterol, and serum triglycerides did not have a significant correlation to the sensitivity of the four basic tastes and preference of salty solution. Systolic blood pressure and diastolic blood pressure may have been positively correlated with the pleasant concentration of NaCl but did not correlate with the recognition thresholds of NaCl and sucrose. Further, systolic blood pressure was negatively correlated with the recognition thresholds of caffeine, whereas diastolic blood pressure was negatively correlated with the recognition thresholds of caffeine and citric acid. The finding that the risk factors for health correlated with taste perception has diagnostic and practical implications for health promotion for the elderly.

A Convergency Study on the QR Code Perception Indoor-mobile Robot Control - Focused on Wireless System Configuration (QR 코드 인식 실내이동 로봇제어 융합연구 - 무선시스템 구성을 중심으로)

  • Lee, Jeongl-Ick
    • Journal of the Korea Convergence Society
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    • v.10 no.12
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    • pp.251-255
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    • 2019
  • The QR codes are printed in sticker form and have many advantages in terms of location recognition accuracy or installation cost compared to the location recognition method, which attaches artificial indicators to ceilings or walls for low-cost location recognition, and the way in which the location is recognized by vision, to create robots that are generally applicable to all industries. In this study, it is shown that the two-dimensional square bar code applied to the robot within 3 mm of error allows the robot to be made with high accuracy and accurate location control. In particular, the fusion research, combined with various engineering technologies, describes QR code-aware indoor mobile robot control research centered on the construction of the system.

A Study on the Human Auditory Scaling (인간의 청각 척도에 관한 고찰)

  • Yang, Byung-Gon
    • Speech Sciences
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    • v.2
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    • pp.125-134
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    • 1997
  • Human beings can perceive various aspects of sound including loudness, pitch, length, and timber. Recently many studies were conducted to clarify complex auditory scales of the human ear. This study critically reviews some of these scales (decibel, sone, phon for loudness perception; mel and bark for pitch) and proposes to apply the scales to normalize acoustic correlates of human speech. One of the most important aspects of human auditory perception is the nonlinearity which should be incorporated into the linear speech analysis and synthesis system. Further studies using more sophisticated equipment are desirable to refine these scales, through the analysis of human auditory perception of complex tones or speech. This will lead scientists to develop better speech recognition and synthesis devices.

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Impact Analysis of nonverbal multimodals for recognition of emotion expressed virtual humans (가상 인간의 감정 표현 인식을 위한 비언어적 다중모달 영향 분석)

  • Kim, Jin Ok
    • Journal of Internet Computing and Services
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    • v.13 no.5
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    • pp.9-19
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    • 2012
  • Virtual human used as HCI in digital contents expresses his various emotions across modalities like facial expression and body posture. However, few studies considered combinations of such nonverbal multimodal in emotion perception. Computational engine models have to consider how a combination of nonverbal modal like facial expression and body posture will be perceived by users to implement emotional virtual human, This paper proposes the impacts of nonverbal multimodal in design of emotion expressed virtual human. First, the relative impacts are analysed between different modals by exploring emotion recognition of modalities for virtual human. Then, experiment evaluates the contribution of the facial and postural congruent expressions to recognize basic emotion categories, as well as the valence and activation dimensions. Measurements are carried out to the impact of incongruent expressions of multimodal on the recognition of superposed emotions which are known to be frequent in everyday life. Experimental results show that the congruence of facial and postural expression of virtual human facilitates perception of emotion categories and categorical recognition is influenced by the facial expression modality, furthermore, postural modality are preferred to establish a judgement about level of activation dimension. These results will be used to implementation of animation engine system and behavior syncronization for emotion expressed virtual human.

The Effect of Ecotourism Perception on Behavior Intention and Satisfaction of University Students (대학생의 생태관광 인식이 행동의도 및 만족도에 미치는 영향)

  • Lee, Yk-Su
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.268-276
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    • 2021
  • The purpose of this study was to investigate the effect of the value perception of ecotourism on the behavioral intention and satisfaction of university students. The results of the study are as follows. First, it was found that all ecotourism value recognition factors, such as cognitive value, emotional value, and functional value, had a positive(+) effect on satisfaction. Second, it was found that all ecotourism recognition factors, such as cognitive value, emotional value, and functional value, had a positive(+) effect on behavioral intention. These results show that the higher the awareness of ecotourism is, the higher the satisfaction and behavioral intentions of ecotourism are, but the functional value made up of services, quality, and programs has relatively less influence than other factors. Therefore, various marketing strategies and educational programs such as the development of accessible weekend products and development of sustainable light-emitting products that can respond to each ecotourism value recognition factor that affects the ecotourism product satisfaction and behavior intention should be developed.

The Effect of Subjective Body Type Recognition on Weight Change in Women with Normal BMI (체질 량 지수가 정상인 여성의 주관적 체형 인식이 체중변화에 미치는 영향)

  • Park, Seo-Yeon
    • Journal of the Korea Convergence Society
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    • v.9 no.4
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    • pp.313-320
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    • 2018
  • This study was conducted to establish the effects of subjective body-forming perception on weight-controlling behavior and weight loss, and to suggest the need for proper information and education. Using the data from the National Health and Nutrition Examination Survey conducted in the 6th period (2013-2015), 6,238 women aged 19 and over who have a body mass index of $18.5-25kg/m^2$ were analyzed. As a result, the higher the level of education and income level, the higher they were perceived to be obese, the more they chose to lose exercise and diet in order to lose weight across the board. The weight loss effort rate was higher in the obese body type recognition group, but the body weight type was the highest in the one year body weight change group (p < .001). As a result, subjective perception of body shape affected not only weight control behavior but also weight change (p < .001). Accordingly, it is necessary to have a systematic education on healthy weight-controlling behaviors, proper body image, and healthy body type recognition.