• Title/Summary/Keyword: emotion detection

Search Result 115, Processing Time 0.022 seconds

Psychology Analysis using Color Histogram Clustering (색상히스토그램 클러스터링을 이용한 심리분석)

  • Cho, Jae-Hyun
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.8 no.3
    • /
    • pp.415-420
    • /
    • 2013
  • In recent, many researches have been studying sensitivity and psychology of human on color. Among them, a picture of children can be a tool to represent their emotion. Information of colors and direction on a child's picture often represent his internal psychological states unconsciously. In this paper, we propose the method that extract the color and direction information in order to analyze the psychology in the picture of children. Histogram clustering is used for color information detection. Direction information extract from inner edge value. In the result of experiments, we shows that our method is similar to the pattern classification of the general method.

A Study of Nursing Student Teacher for School Nurse in the Field Practice (양호교생(養護敎生) 현장실습(現場實習)을 통(通)한 연구(硏究))

  • Lee, In-Kyu
    • Journal of Korean Public Health Nursing
    • /
    • v.3 no.2
    • /
    • pp.109-132
    • /
    • 1989
  • I studied the problems of the field practice of nursing student teacher for school nurse from March, 1986 to April, 1989 at several primary schools of Wonju City. The Significant problems on the field practice and the results of questionnaire research were summarized as follows: 1. Suggestion of educational goal(both physical and mental aspect rather than only physical aspect as concept of health and disease changes. 2. A need of change in educational organization of school nurse: unify the two educational organization (junior college of 3yrs and college of 4yrs) by raisin g junior college to regular college status of 4yrs_ 3. Experience of questionnaire research for health problem in field practice(such as questionnaire research for detection of the problem of emotion and physical and mental status and a case report of effective training method of teeth brushing in children). 4. The improvement of school facilities for better child health education by the educational practice in primary school. 5. The educational goals for new roles of school nurse: 1) Role in exact recognizing the school health problem. 2) Role in dealing with mental problem. 3) Role in organized activity. 6. Improvement of educational act for activating teachers' role.

  • PDF

Color Detection and Psychology Analysis Using Fuzzy Reasoning Method (퍼지 추론 기법을 이용한 색상 추출과 심리 분석)

  • Cho, Jae-Hyun
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.10 no.3
    • /
    • pp.381-386
    • /
    • 2015
  • In recent, many researches have been studying sensitivity and psychology of human being on color and the necessity of psychology therapy by color. Among them, a picture of children can be a tool to represent their emotion. Information of colors and direction on a child's picture often represent his internal psychological states unconsciously and is different from the brightness of a color. In this paper, we propose a method to extract domain colors by color classification and subdivision the classes of brightness using fuzzy inference. In addition, it is shown that our method is used for analysing the psychology status of children through their pictures.

A Study on Wearable Emotion Monitoring System Under Natural Conditions Applying Noncontact Type Inductive Sensor (자연 상태에서의 인간감성 평가를 위한 비접촉식 인덕티브 센싱 기반의 착용형 센서 연구)

  • Hyun-Seung Cho;Jin-Hee Yang;Sang-Yeob Lee;Jeong-Whan Lee;Joo-Hyeon Lee;Hoon Kim
    • Science of Emotion and Sensibility
    • /
    • v.26 no.3
    • /
    • pp.149-160
    • /
    • 2023
  • This study develops a time-varying system-based noncontact fabric sensor that can measure cerebral blood-flow signals to explore the possibility of brain blood-signal detection and emotional evaluation. The textile sensor was implemented as a coil-type sensor by combining 30 silver threads of 40 deniers and then embroidering it with the computer machine. For the cerebral blood-flow measurement experiment, subjects were asked to attach a coil-type sensor to the carotid artery area, wear an electrocardiogram (ECG) electrode and a respiration (RSP) measurement belt. In addition, Doppler ultrasonography was performed using an ultrasonic diagnostic device to measure the speed of blood flow. The subject was asked to wear Meta Quest 2, measure the blood-flow change signal when viewing the manipulated image visual stimulus, and fill out an emotional-evaluation questionnaire. The measurement results show that the textile-sensor-measured signal also changes with a change in the blood-flow rate signal measured using the Doppler ultrasonography. These findings verify that the cerebral blood-flow signal can be measured using a coil-type textile sensor. In addition, the HRV extracted from ECG and PLL signals (textile sensor signals) are calculated and compared for emotional evaluation. The comparison results show that for the change in the ratio because of the activation of the sympathetic and parasympathetic nervous systems due to visual stimulation, the values calculated using the textile sensor and ECG signals tend to be similar. In conclusion, a the proposed time-varying system-based coil-type textile sensor can be used to study changes in the cerebral blood flow and monitor emotions.

Smartphone Addiction Detection Based Emotion Detection Result Using Random Forest (랜덤 포레스트를 이용한 감정인식 결과를 바탕으로 스마트폰 중독군 검출)

  • Lee, Jin-Kyu;Kang, Hyeon-Woo;Kang, Hang-Bong
    • Journal of IKEEE
    • /
    • v.19 no.2
    • /
    • pp.237-243
    • /
    • 2015
  • Recently, eight out of ten people have smartphone in Korea. Also, many applications of smartphone have increased. So, smartphone addiction has become a social issue. Especially, many people in smartphone addiction can't control themselves. Sometimes they don't realize that they are smartphone addiction. Many studies, mostly surveys, have been conducted to diagnose smartphone addiction, e.g. S-measure. In this paper, we suggest how to detect smartphone addiction based on ECG and Eye Gaze. We measure the signals of ECG from the Shimmer and the signals of Eye Gaze from the smart eye when the subjects see the emotional video. In addition, we extract features from the S-transform of ECG. Using Eye Gaze signals(pupil diameter, Gaze distance, Eye blinking), we extract 12 features. The classifier is trained using Random Forest. The classifiers detect the smartphone addiction using the ECG and Eye Gaze signals. We compared the detection results with S-measure results that surveyed before test. It showed 87.89% accuracy in ECG and 60.25% accuracy in Eye Gaze.

Effects of stimulus similarity on P300 amplitude in P300-based concealed information test (P300-기반 숨긴정보검사에서 자극유사성이 P300의 진폭에 미치는 영향)

  • Eom, Jin-Sup;Han, Yu-Hwa;Sohn, Jin-Hun;Park, Kwang-Bai
    • Science of Emotion and Sensibility
    • /
    • v.13 no.3
    • /
    • pp.541-550
    • /
    • 2010
  • The present study examined whether the physical similarity of test stimuli affects P300 amplitude and detection accuracy for the P300-based concealed information test (P300 CIT). As the participant pretended suffering from memory impairment by an accident, own name was used as a concealed information to be probed by the P300 CIT in which the participant discriminated between a target and other (probe, irrelevant) stimuli. One group of participants was tested in the easy task condition with low physical similarity among stimuli, the other group was tested in the difficult task condition with high physical similarity among stimuli. Using the base-to-peak P300 amplitude, the interaction effect of task difficulty and stimulus type was significant at $\alpha$=.1 level (p=.052). In the easy task condition the difference of P300 amplitude between the probe and the irrelevant stimuli was significant, while in the difficult task condition the difference was not significant. Using peak-to-peak P300 amplitude, on the other hand, the interaction effect of task difficulty and stimulus type was not significant with significant differences of P300 amplitude between the probe and the irrelevant stimuli in both task difficulty conditions. The difference of detection accuracy between task conditions was not significant with both measures of P300 amplitude although the difference was much smaller when peak-to-peak P300 amplitude was used. The results suggest that the efficiency of P300 CIT would not decrease even when the perceptual similarity among test stimuli is high.

  • PDF

Effect of Fabric Sensor Type and Measurement Location on Respiratory Detection Performance (직물센서의 종류와 측정 위치가 호흡 신호 검출 성능에 미치는 효과)

  • Cho, Hyun-Seung;Yang, Jin-Hee;Lee, Kang-Hwi;Kim, Sang-Min;Lee, Hyeok-Jae;Lee, Jeong-Hwan;Kwak, Hwi-Kuen;Ko, Yun-Su;Chae, Je-Wook;Oh, Su-Hyeon;Lee, Joo-Hyeon
    • Science of Emotion and Sensibility
    • /
    • v.22 no.4
    • /
    • pp.97-106
    • /
    • 2019
  • The purpose of this study was to investigate the effect of the type and measurement location of a fabric strain gauge sensor on the detection performance for respiratory signals. We implemented two types of sensors to measure the respiratory signal and attached them to a band to detect the respiratory signal. Eight healthy males in their 20s were the subject of this study. They were asked to wear two respiratory bands in turns. While the subjects were measured for 30 seconds standing comfortably, the respiratory was given at 15 breaths per minute were synchronized, and then a 10-second break; subsequently, the entire measurement was repeated. Measurement locations were at the chest and abdomen. In addition, to verify the performance of respiratory measurement in the movement state, the subjects were asked to walk in place at a speed of 80 strides per minute(SPM), and the respiratory was measured using the same method mentioned earlier. Meanwhile, to acquire a reference signal, the SS5LB of BIOPAC Systems, Inc., was worn by the subjects simultaneously with the experimental sensor. The Kruskal-Wallis test and Bonferroni post hoc tests were performed using SPSS 24.0 to verify the difference in measurement performances among the group of eight combinations of sensor types, measurement locations, and movement states. In addition, the Wilcoxon test was conducted to examine whether there are differences according to sensor type, measurement location, and movement state. The results showed that the respiratory signal detection performance was the best when the respiratory was measured in the chest using the CNT-coated fabric sensor regardless of the movement state. Based on the results of this study, we will develop a chest belt-type wearable platform that can monitor the various vital signal in real time without disturbing the movements in an outdoor environment or in daily activities.

Validity of the Comparison Question Test: An fMRI Study (폴리그라프 비교질문검사의 타당성: fMRI 연구)

  • Jeon, Hajung;Eum, Young-Ji;Sohn, Jin-Hun;Eom, Jin-Sup
    • Science of Emotion and Sensibility
    • /
    • v.21 no.2
    • /
    • pp.113-124
    • /
    • 2018
  • The logical assumption of the comparison question test (CQT) is that the guilty person pays more attention to the relevant questions than to the comparison questions, and that the innocent person pays more attention to the comparison questions than to the relevant questions. The purpose of this study was to verify the logic of the comparison question test using functional magnetic resonance imaging (fMRI). The participants were tested for brain responses during a mock crime and performed the CQT under guilty and innocent conditions. After brain imaging, we evaluated the psychological burden of responding to the relevant questions and comparison questions. In the guilty conditions, the degree of burden was higher for the relevant questions than the comparison questions, and there was no significant difference in the innocent conditions. The fMRI results showed that, in the guilty conditions, greater activation was observed in the right superior temporal gyrus and right inferior frontal gyrus when relevant questions were presented relative to comparison questions. Based on these findings, the logical assumption of the CQT was discussed.

Gait Phases Detection from EMG and FSR Signals in Walkingamong Children (근전도와 저항 센서를 이용한 보행 단계 감지)

  • Jang, Eun-Hye;Chi, Su-Young;Lee, Jae-Yeon;Cho, Young-Jo;Chun, Byung-Tae
    • Science of Emotion and Sensibility
    • /
    • v.13 no.1
    • /
    • pp.207-214
    • /
    • 2010
  • The aim of this study was to investigate upper and lower limb muscle activity using EMG(electromyogram) sensors while walking and identify normal gait pattern using FSR(force sensing resistor) sensor. Fifteen college students participated in this study and their EMG and FSR signal were measured during stopping and walking trials. EMG signals from upper(pectoralis major and trapezius) and lower limbs(rectus femoris, biceps femoris, vastus medialis, vastus lateralis, semimembranosus, semitendinosus, soleus, peroneus longus, gastrocnemius medialis, and gastrocnemius lateralis) were obtained using the surface electrodes. FSR measured pressures on 8 areas of the sole of the foot during walking. EMG results showed that all muscle activities except for vastus lateralis and semimembranosus during walking had higher amplitudes than stopping. Additionally, muscle activities associated with stance and swing phase during walking were identified. Results on FSR showed that stance and swing phases were detected by FSR signals during a gait cycle. Eight gait phases-initial contact, loading response, mid stance, terminal stance, pre swing, initial swing, mid swing, and terminal swing- were classified.

  • PDF

The Influence of Sensory Interference Arising from View-Height Differences on Visual Short-Term Memory Performance (조망 높이의 차이가 초래한 감각적 간섭이 시각단기기억 수행에 미치는 영향)

  • Ka, Yaguem;Hyun, Joo-Seok
    • Science of Emotion and Sensibility
    • /
    • v.23 no.1
    • /
    • pp.17-28
    • /
    • 2020
  • Lowering observers' view-height may increase the amount of occlusion across objects in a visual scene and prevent the accurate identification of the objects in the scene. Based on this possibility, memory stimuli in relation to their expected views from different heights were displayed in this study. Thereafter, visual short-term memory (VSTM) performance for the stimuli was measured. In Experiment 1, the memory stimuli were presented on a grid-background drawn according to linear perspectives, which varied across observers' three different view-heights (high, middle, and low). This allowed the participants to remember both the color and position of each memory stimulus. The results revealed that testing participants' VSTM performance for the stimuli under a different memory load of two set-sizes (3 vs. 6) demonstrated an evident drop of performance in the lowest view-height condition. In Experiment 2, the performance for six stimuli with or without the grid-background was tested. A similar pattern of performance drop in the lowest condition as in Experiment 1 was found. These results indicated that different view-heights of an observer can change the amount of occlusion across objects in the visual field, and the sensory interference driven by the occlusion may further influence VSTM performance for those objects.