• Title/Summary/Keyword: emotion detection

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The influence of misinformation on memory: detection of original memory using concealed information test (CIT) (기억에 대한 오정보의 영향: 숨긴정보검사를 이용한 원기억의 탐지)

  • Han, Yuhwa;Park, Kwangbai
    • Science of Emotion and Sensibility
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    • v.18 no.2
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    • pp.85-100
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    • 2015
  • This study aimed at examining if the original memory remains after a misinformation is presented, using Event-Related Potential based Concealed Information Test (ERP-based CIT). In the first stage of the study, the participant was presented with either the original information or a misleading information after experiencing an event (Post-information). The second stage was to measure brain wave and reaction time on the original, misleading, and irrelevant information (CIT-Stimulus). P300 amplitude, P300 area, P300 latency, and reaction time were used as dependant variables. In the result, a significant Post-information ${\times}$ CIT-Stimulus interaction effect was found on the P300 area measured at Cz, Pz, and Oz area. This interaction effect implied the possibility that the original information could be partially impaired in memory by misleading information presented afterward. P300 amplitude at Pz area did not differ between the accurate and the misleading stimuli in the condition in which a misleading information was presented. This result can be explained by source monitoring error. In discussion, the limitations of this study and directions of future studies were discussed.

A Study of Individual Differences across Numerosity Sensitivity, Visual Working Memory and Visual Attention (수량민감도와 시각작업기억 및 시각적 주의 간 개인차 연구)

  • Kim, Giyeon;Cho, Soohyun;Hyun, Joo-Seok
    • Science of Emotion and Sensibility
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    • v.18 no.2
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    • pp.3-18
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    • 2015
  • Numerosity perception is considered as an innate ability of human being where its sensivitiy may widely vary across each individual person. The present study explored the relationship between visual working memory (VWM), visual search efficiency, and numerosity sensitivity. To accomplish this, we calculated each participant's K-value from change detection performance representing one's storage capacity in VWM, slopes of search RTs representing the search efficiency, and discrimination sensitivity for a quantity difference across two sets of dot arrays representing the numerosity sensitivity. The correlational analysis across the measurements revealed that participants with a high VWM capacity better discriminated the numerosity difference in the arrays when the spatial information in the two dot arrays was preserved. In contrast, the participants with high search efficiency discriminated better the difference in the arrays when the spatial information in the arrays was not preserved. The results indicate high VWM-capacity individuals were presumably able to use a strategy of storing the dot arrays by grouping them into a smaller pattern of dot arrays while high search-efficiency individuals were able to use a strategy of rapidly switching their focused attention across the dots in the arrays to count each individual dot. These in sum suggest that individual differences in numerosity sensitivity rely on one's working memory capacity as well as their efficient use of switching focused attention.

Development and Clinical Evaluation of Wireless Gyro-mouse for the Upper Extremity Disabled to Use Computer (상지장애인의 컴퓨터 사용을 위한 무선 자이로마우스의 개발 및 임상평가)

  • Han Ha-Na;Song Eun-Beom;Kim Chul-Seung;Heo Ji-Un;Eom Gwang-Moon
    • Science of Emotion and Sensibility
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    • v.9 no.2
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    • pp.93-100
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    • 2006
  • This paper aims at the development and clinical evaluation of the wireless gyro-mouse system. The wireless gyro-mouse system is a computer interface with gyro-sensor and wireless communication, for the patients with upper-extremity disabled from the traffic accident or stroke to use the computer software i.e. internet browser. In the development, we focused on, firstly, to make the system wireless for the patients to manipulate the mouse easily even on the bed or wheelchair, secondly, to insert the gyro-sensor into a headband for easy don-and-doff and aesthetic appearance, thirdly, to devise a click switch in case of $C5{\sim}C6$ patients and a head nodding detection in case of C4 patients for sending click message to computer operating system. We performed evaluation experiment for patients with upper-extremities disabled from spinal cord injury. The results show that the displacement error of the cursor position against the target position during linear (vertical/horizontal) movement manipulation decreased with trial number. The click rate per minute also increased with trial number. This indicates the developed wireless gyro-mouse system would be more useful to the patients with repetitive use.

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Senescent Effects on Color Perception and Emotion

  • Han, Jeong-won;Kim, Bog G.;Choi, Inyoung;Park, Soobeen
    • Architectural research
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    • v.18 no.3
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    • pp.83-90
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    • 2016
  • Senescent effects are the gradual deterioration of function caused by biological aging. Senescent effects on color vision are not clearly understood even after considerable researches. Part of the reason is that the color vision is a complex phenomenon resulting from various factors such as organic systems, and the physical (neuro-optical) and the psychological (experiential) processes of color perception. We performed a field experiment on color perceptional differences due to aging vision. Our experiment was applied to two different groups in South Korea: an experimental group (46 subjects of over the age of 61 years) and a control group (49 subjects in their twenties). The experimental tools are comprised of (1) six gradual yellowing detector board (40%, 50%, 60%, 70%, 80%, 90%); (2) pairs of vivid-strong, vivid-deep, grayish-deep, deep-dull, and bright-light tones of Blue (B) and Purple (P) colors; (3) Red (R), Yellow (Y), Green (G), Blue (B), and Purple (P) colors of dull-tones and pale-tones; and (4) a questionnaire on the semantic differential scales of the color images and color differences. A diagnosis system of gradual yellow vision, developed by the authors for this study, was adapted to generate the color detecting boards. The results are as follows. (1) There are significant differences between the two groups in detecting colors that simulate 40% and 50% of yellow vision. (2) As to the color difference detecting ability between similar tones, the experimental group shows difficulties in pairs of vivid-strong tones and deep-dull tones of the B color. And (3), the emotional responses to the dull tone and the pale tone are not stable in the red, the yellow, blue, and purple. Thus, we empirically demonstrate the specific differences in color perception between the old and young groups.

The Effect of Cognitive Movement Therapy on Emotional Rehabilitation for Children with Affective and Behavioral Disorder Using Emotional Expression and Facial Image Analysis (감정표현 표정의 영상분석에 의한 인지동작치료가 정서·행동장애아 감성재활에 미치는 영향)

  • Byun, In-Kyung;Lee, Jae-Ho
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.327-345
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    • 2016
  • The purpose of this study was to carry out cognitive movement therapy program for children with affective and behavioral disorder based on neuro science, psychology, motor learning, muscle physiology, biomechanics, human motion analysis, movement control and to quantify characteristic of expression and gestures according to change of facial expression by emotional change. We could observe problematic expression of children with affective disorder, and could estimate the efficiency of application of movement therapy program by the face expression change of children with affective disorder. And it could be expected to accumulate data for early detection and therapy process of development disorder applying converged measurement and analytic method for human development by quantification of emotion and behavior therapy analysis, kinematic analysis. Therefore, the result of this study could be extendedly applied to the disabled, the elderly and the sick as well as children.

Difference between Children's Self-Reports on Depression and Parents' Assessment of Children's Behaviors (아동의 우울보고에 따른 부모 아동행동평가의 차이)

  • Yang, Jae-Woong;Kim, Yu-Jin;Kim, Hyun-Soo;Shin, Kyung-Min;Shin, Yun-Mi
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.23 no.2
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    • pp.76-81
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    • 2012
  • Objectives : Childhood is a critical period involving various developmental tasks that need to be accomplished. Childhood depression has overall negative implications for certain areas of development, including cognition, emotion, social skills, academic achievement, and ability to cope with stress. Yet, because depression can be "masked" by accompanying behavioral problems, early detection and diagnosis of childhood depression is somewhat challenging. In this study, using the Korean version of the Child Behavior Checklist (K-CBCL), we evaluated the association between children's self reports on depression and parents' assessment of children's behaviors. Methods : Subjects were recruited from the S city, a cohort comprising a non-random convenience sample of 226, 10-year-old ethnic Koreans in their fourth year of elementary school and their parents. All participants underwent several tests, including Children's Depression Inventory (CDI) and K-CBCL. Results : A total of 226 children, including 166 boys (73.5%) and 60 girls (26.5%), participated in the study. The average CDI for the participants was 14.57 (SD=7.54). Two items on the K-CBCL, total scale of adjustment scale and social withdrawal problems, showed a close association with the CDI. Conclusion : Although much remains to be elucidated, after controlling for covariates, the results of this study suggested that behavioral problems observed in children may be closely associated with depression.

A Machine Learning Approach for Stress Status Identification of Early Childhood by Using Bio-Signals (생체신호를 활용한 학습기반 영유아 스트레스 상태 식별 모델 연구)

  • Jeon, Yu-Mi;Han, Tae Seong;Kim, Kwanho
    • The Journal of Society for e-Business Studies
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    • v.22 no.2
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    • pp.1-18
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    • 2017
  • Recently, identification of the extremely stressed condition of children is an essential skill for real-time recognition of a dangerous situation because incidents of children have been dramatically increased. In this paper, therefore, we present a model based on machine learning techniques for stress status identification of a child by using bio-signals such as voice and heart rate that are major factors for presenting a child's emotion. In addition, a smart band for collecting such bio-signals and a mobile application for monitoring child's stress status are also suggested. Specifically, the proposed method utilizes stress patterns of children that are obtained in advance for the purpose of training stress status identification model. Then, the model is used to predict the current stress status for a child and is designed based on conventional machine learning algorithms. The experiment results conducted by using a real-world dataset showed that the possibility of automated detection of a child's stress status with a satisfactory level of accuracy. Furthermore, the research results are expected to be used for preventing child's dangerous situations.

Video Content Editing System for Senior Video Creator based on Video Analysis Techniques (영상분석 기술을 활용한 시니어용 동영상 편집 시스템)

  • Jang, Dalwon;Lee, Jaewon;Lee, JongSeol
    • Journal of Broadcast Engineering
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    • v.27 no.4
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    • pp.499-510
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    • 2022
  • This paper introduces a video editing system for senior creator who is not familiar to video editing. Based on video analysis techniques, it provide various information and delete unwanted shot. The system detects shot boundaries based on RNN(Recurrent Neural Network), and it determines the deletion of video shots. The shots can be deleted using shot-level significance, which is computed by detecting focused area. It is possible to delete unfocused shots or motion-blurred shots using the significance. The system detects object and face, and extract the information of emotion, age, and gender from face image. Users can create video contents using the information. Decorating tools are also prepared, and in the tools, the preferred design, which is determined from user history, places in the front of the design element list. With the video editing system, senior creators can make their own video contents easily and quickly.

Depressive Symptoms among a Group of Medical Students : Prevalence, Related Factors and Moderating Effect by the Positive Psychology (의과대학생들의 우울 증상 : 유병율, 관련요인 및 긍정심리의 조절효과)

  • Kim, Sang Hoon;Kim, Jung Ho;Jung, Hyung Shik;Park, Jong Chul;Kim, Young Shim
    • Mood & Emotion
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    • v.12 no.2
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    • pp.128-136
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    • 2014
  • Objectives : This study was undertaken to investigate the prevalence of depressive symptoms and their related factors among a group of medical students. Method : A total of 874 (529 male and 345 female) medical students were randomly selected to participate in a survey. Depressive symptoms, satisfaction with life, health behavior including alcohol use, stress, sleep disturbance and happiness were collected using self-reported questionnaires. Results : The prevalence of depressive symptoms was 10.8%. In stepwise multiple regression analysis, lower satisfaction of life, daytime dysfunction due to sleepiness, history of suicidal attempt, stress, sleep disturbance were found to be significant relating factors of depressive symptoms. In moderated regression analysis, the result showed that the impact of life stress were moderated by satisfaction of life on depressive symptoms, but the moderating effect of happiness was not significant. Conclusion : This study showed considerably high prevalence of depressive symptoms and BDI score in medical students. The findings suggest that early detection of depressive symptoms and intensive mental health promotion program is needed in order to improve medical student's mental health status.

Different mechanism of visual attention in anxious and non-anxious population (부정자극 지각에 관련된 불안인과 정상인의 공간주의 비교연구)

  • Choi, Moon-Gee;Koo, Min-Mo;Park, Kun-Woo;Nam, Ki-Chun
    • Korean Journal of Cognitive Science
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    • v.20 no.1
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    • pp.51-77
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    • 2009
  • Using a modified Posner's cue-target paradigm, we investigated whether negative cues attract more attention than neutral cues in anxious people. Previous studies used commonly an unbalanced proportion of valid and invalid trials(75% vs. 25% respectively). But in the present study, an equivalent proportion of valid and invalids trials was used for measuring detection speed of cues without participant's expectancy caused by the unbalanced proportion. Emotional words(Experiment 1) and facial expressions(Experiment 2) were used as cues for target locations. The result of Experiment 1 and 2 showed that threatening cues facilitated target detection in valid trials and interfered with it in invalid trials in anxious participants and a, reverse response patterns were found in non-anxious participants. This indicates that threatening cues attract more attention to the cued location in anxious people and in contrast, non-anxious people avoid threatening stimuli. In Experiment 3, we investigated the difference of validity effect across anxiety levels. The results showed that anxious participants gave less attention to cued location when the cues were non-informative whereas non-anxious participants gave more attention to cued locations in the same condition. We discussed two kinds of cognitive bias caused by anxiety levels: attentional bias and proportion related bias.

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