• Title/Summary/Keyword: Healthy image

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Tea Leaf Disease Classification Using Artificial Intelligence (AI) Models (인공지능(AI) 모델을 사용한 차나무 잎의 병해 분류)

  • K.P.S. Kumaratenna;Young-Yeol Cho
    • Journal of Bio-Environment Control
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    • v.33 no.1
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    • pp.1-11
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    • 2024
  • In this study, five artificial intelligence (AI) models: Inception v3, SqueezeNet (local), VGG-16, Painters, and DeepLoc were used to classify tea leaf diseases. Eight image categories were used: healthy, algal leaf spot, anthracnose, bird's eye spot, brown blight, gray blight, red leaf spot, and white spot. Software used in this study was Orange 3 which functions as a Python library for visual programming, that operates through an interface that generates workflows to visually manipulate and analyze the data. The precision of each AI model was recorded to select the ideal AI model. All models were trained using the Adam solver, rectified linear unit activation function, 100 neurons in the hidden layers, 200 maximum number of iterations in the neural network, and 0.0001 regularizations. To extend the functionality of Orange 3, new add-ons can be installed and, this study image analytics add-on was newly added which is required for image analysis. For the training model, the import image, image embedding, neural network, test and score, and confusion matrix widgets were used, whereas the import images, image embedding, predictions, and image viewer widgets were used for the prediction. Precisions of the neural networks of the five AI models (Inception v3, SqueezeNet (local), VGG-16, Painters, and DeepLoc) were 0.807, 0.901, 0.780, 0.800, and 0.771, respectively. Finally, the SqueezeNet (local) model was selected as the optimal AI model for the detection of tea diseases using tea leaf images owing to its high precision and good performance throughout the confusion matrix.

Image Analysis of Black Female Fashion Models (흑인 여성 패션모델의 이미지 분석)

  • Rhew, Soo-Hyeon;Kim, Min-Ja
    • Journal of the Korean Society of Costume
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    • v.59 no.2
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    • pp.87-100
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    • 2009
  • This study examines black images as 'the other' in history and aims to analyze images of black female fashion models which have been changed in modern society, particularly in $21^{st}$ century post-modern world. Black images, established historically as illustrated on the paintings in $19^{th}$ century, were disseminated in $20^{th}$ century throughout the world especially by way of TV and movies as several typical images such as 'Coon' the clown as the object of entertainment, 'Buck' wild and resistant black rascal, and 'Mammy' obedient and fat black woman servant. The result of image analysis of black female fashion models, can be summarized as following five images. The first is the image of 'powerful'. Black female models frequently represent healthy image which reflects black people's excellence in sports and also the traditional Image of black skin color as strength. The second is the image of 'sexy'. They are adored as having perfect ideal body shape. They show off their sex appeal with their body. The third image is 'multicultural'. Black models represent cultures besides the western. The fourth is the image of 'fantastic'. In contrast to the real, resonable things, black female models represent wild, fancy, ghost things. The fifth is the image of 'racial discrimination' By arranging them in contrast to whites, a metaphoric image of racial discrimination can be displayed. The result shows that tome of racial images still remain on the other way.

Effects of Action Observation Training and Motor Image Training on Brain Activity (동작관찰 훈련과 운동 상상훈련이 뇌 활성상태에 미치는 효과)

  • Yang, Byung-Il;Park, Hyeong-Ki
    • The Journal of Korean Society for Neurotherapy
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    • v.22 no.3
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    • pp.7-10
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    • 2018
  • Purpose The purpose of this study was to investigate the difference of brain activity during action observation training and image training throughout EEG. Methods This study was participated 1 healthy college student without mental illness or cognitive impairment. The subject was randomly selected from university students and was interested in participating in the experiment. The purpose of this study was to investigate the visual and auditory stimuli (action observation) and brain image training. Results The results of our study, EEG value measured o.1 during resting. But brain activity changed to 0.3 during action observation. Finally, it changed to .05 after brain image training. Conclusion EEG measurement results were showed that after watching the Ball squat video, Brain activity increased.

Comparison of Ictal-Interictal Subtraction and Statistical Parametric Mapping in Patients with Temporal Lobe Epilepsy

  • Rahyeong Juh;Taesuk Suh;Kim, Jaeseung;Daehyuk Moon
    • Proceedings of the Korean Society of Medical Physics Conference
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    • 2002.09a
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    • pp.335-337
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    • 2002
  • The aim of this study was investigate the epileptogenic zone in temporal lobe epilepsy (TLE). We evaluated the subtraction image of interictal SPECT from ictal SPECT coregistered to 3-dimensional (3D) MRI, and compared with the normal healthy SPECT using a SPM99. Forty-nine patients with TLE (M:F=28:21, mean age: 33${\pm}$2.1 years) underwent a pairs of ictal and interictal SPECT. We performed subtraction interictal SPECT from ictal SPECT in TLE patients. In addition, using SPM methods and t-statistics, SPECT images of the TLE patients were compared with normal healthy SPECT on a voxel by voxel basis. The voxels with a p-value of less than 0.05, 0.005, 0.001 were considered to be significantly different. The subtraction results by ictal and interictal SPECT coincided with the significant rCBF changes when compare of the normal healthy SPECT using a SPM99. The results suggested that analysis of difference of the two methods using healthy normal SPECT with SPM99 is useful tool in evaluation of seizure focus in epilepsy.

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Cone-Beam Computed Tomographic Assessment of Temporomandibular Joint Morphology in Patients with Temporomandibular Joint Disc Displacement and in Healthy Subjects: A Pilot Study

  • Choi, Hang-Moon;Park, Moon-Soo
    • Journal of Oral Medicine and Pain
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    • v.41 no.2
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    • pp.41-47
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    • 2016
  • Purpose: The purpose of this study was to analyze the size and morphology of mandibular condyle and mandibular fossa between temporomandibular joint (TMJ) disc displacement (DD) patients and healthy subjects using cone-beam computed tomography (CBCT). Methods: Twenty healthy subjects and twenty TMJ DD patients participated in this study respectively. We made five measurements in mandibular condyle (medio-lateral dimension, antero-posterior dimension, condyle height, intercondylar distance and intercondylar angle) and two measurements in mandibular fossa (mandibular fossa depth and articular eminence angle) using CBCT image. Results: There was no difference between two groups in medio-lateral dimension. In case of antero-posterior dimension, average of healthy controls was larger than that of TMJ DD patients, but that was not significant statistically. There were no significant differences between two groups in condyle height. Comparing intercondylar distance and intercondylar angle between two groups, there was no significant difference between two groups. In comparison of mandibular fossa depth and articular eminence angle, there was no significant difference between two groups. Conclusions: We couldn't find any definite relationship between TMJ morphology and TMJ DD.

A Study of Fashion Model Image According to Fashion Trend since 1960 (60년대 이후 패션 트렌드를 중심으로 본 패션 모델이미지)

  • Sung, Kwang-Sook
    • Journal of the Korean Society of Fashion and Beauty
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    • v.2 no.1 s.1
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    • pp.21-33
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    • 2004
  • The main focus of this study is to provide the interrelation about the defining fashion model image by the fashion trend since 1960. This is expressed as follows, First, in the 60s'; 1) Image of innocent dolly style, Jean Shrimpton 2) Image of sexual style, Celia Hammond 3) Image of art style with charicteristic mask, Peggy Moffitt 4) Image of immature boyish style, Twiggy. Second, in the 70s'; 1) Image of natural and intelligent style, Larun Hutton 2) Image of exotic style with black beauty, Imman 3) Image of graceful and sexal style, Veruschka 4) Image of glamour and sexual style, Jerry Hall. Third, in the 80s'; 1) Image of unisexual style with power, Grace Jones 2) Image of graceful and noble style, In`es de la Fressange 3) Image of healthy and sexy style, Christie Brinkley 4) Image of sexy style with good sense, super model. And fourth, in the 90s' and now; 1) Image of glamour sexual style with self-consciousness, Claudia Shiffer 2) Image of graceful style with dignity, Christy Turlington 3) Image of asexual and androginous style, Stella Tennant), 4)Image of Twiggy style with immature and slender, Kate Moss 5) Image of new glamour style, Giseel Bundchen 6) Image of new style with unique beauty, Amber Vaiietta 7)Image of exotic style, Devon Aoki 8) Extraordinary, image of various style. The result of thir study, fashion models image have played a role in transmitting the style of fashion trend in their relevancy. Anyway it can be said that fashion models imply figurative meanings of the fashion trend.

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Two-Dimensional Image-Based Respiratory Navigator for Free-Breathing Coronary Magnetic Resonance Angiography

  • Shin, Taehoon
    • Investigative Magnetic Resonance Imaging
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    • v.22 no.1
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    • pp.71-77
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    • 2018
  • Purpose: To develop a two-dimensional (2D) image-based respiratory motion correction technique for free-breathing coronary magnetic resonance angiography (MRA). Materials and Methods: The proposed respiratory navigator obtained aliased a 2D sagittal image from under-sampled k-space data and utilized motion correlation between the aliased images. The proposed navigator was incorporated into the conventional coronary MRA sequence including the diaphragm navigator and tested in three healthy subjects. Results: The delineation of major coronary arteries was significantly improved using the proposed 2D motion correction (S/I and A/P) compared to one-dimensional (S/I) correction using the conventional diaphragm navigator. Conclusion: The 2D image-based respiratory navigator was proposed for free-breathing coronary angiography and showed the potential for improving respiratory motion correction compared to the conventional 1D correction.

Influence of Image Training on Static and Dynamic Balance for College Students (일반 대학생의 이미지 상상훈련이 정적 및 동적 균형에 미치는 영향)

  • Nam, Hyoungchun;Lim, Kyungil;Kim, Suhyeon;Kim, Seoji;Kim, Jiseon;Ryu, Youngwoo;Park, Inae;Lee, Subin;Jin, Hanbin;Moon, Junseok;Jang, Sehoon
    • Journal of The Korean Society of Integrative Medicine
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    • v.2 no.2
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    • pp.59-65
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    • 2014
  • Purpose : This study was to investigate the influence of imagery balance for healthy normal people in their twenties. Method : The study has taken a place in Kyung-buk college in Yung-jusi in Kyungbuk with a group of 21 healthy peoples. The study used measurement of good balance. we measured balance for data of each static and dynamic. Training period, a total of 2 weeks. Except Saturday and Sunday, the study did weekdays. Fist, 2-minute relaxation. Second, 6-minute imagine training. Third, 2-minute relaxation. Total 10-minute training was conducted per training. Result : In study, the subjects were compared date for before the study to date for after the study. The subjects showed a little change in each Balance. But, the improvement of balance was not a big change. Conclusion : Image training kinesthetic image using hearing improved incompletely inspite of being no gap, numerically balance.

Development of the Chest Wall in Children with Cerebral Palsy according to GMFCS Levels (뇌성마비 아동의 대동작운동기능 수준에 따른 흉곽발달 양상)

  • Jung, Jee Woon;Ko, Joo Yeon
    • The Journal of Korean Physical Therapy
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    • v.25 no.5
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    • pp.246-251
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    • 2013
  • Purpose: The purpose of this study was to provide quantitative data regarding development of the chest wall in children with cerebral palsy (CP) according to Gross Motor Function Classification System (GMFCS) levels and age using the radiological image diameter measurement method. Methods: Subjects included 112 children with CP and 110 healthy children, All of the children underwent simple chest x-ray. The diameters of the upper chest ($D_{apex}$) and lower chest ($D_{base}$) were measured on the anteroposterior (AP) view of a chest x-ray, and the $D_{apex}$ to $D_{base}$ ratio was calculated. Chest wall ratios were compared among children with CP at GMFCS levels I ~ III, GMFCS levels IV and V, and healthy children. Results: The results showed significant differences between the upper and lower chest wall diameters of children with CP at GMFCS levels IV and V, and healthy children (F=4.54, p=0.01; F=3.20, p=0.04). Results of comparison between the chest wall ratios of children with CP and healthy children, showed that the upper chest walls of healthy children were significantly larger in children younger than 48 months (p<0.05), and both the upper and lower chest walls of healthy children were significantly larger compared to children with CP in children older than 48 months (p<0.05). Conclusion: Radiographic measurement for examination of chest wall development is relatively simple, and the results yield quantitative data on development of the chest wall for children with CP. In addition, therapeutic interventions may be considered based on the results.

Family Restaurant Patrons' Attitudes toward Nutrition & Healthy Menus (패밀리 레스토랑 고객 특성에 따른 영양과 건강메뉴에 대한 태도 연구)

  • Kim, Tae-Hee
    • Journal of the Korean Society of Food Culture
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    • v.17 no.5
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    • pp.629-637
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    • 2002
  • This study sought to determine family restaurant patrons' attitudes toward nutrition and healthy menus. A written questionnaire was handed out to 300 dine-in customers at the three different sites of T brand family restaurant. A total of 265 questionnaires were usable for data analysis, resulting in 88% response rate. Two attitude statements eliciting the strongest agreement were that 'Diet and chronic diseases risk are closely connected each other(4.44)' and 'Koreans are more nutrition & health conscious than they were in the past(4.41)'. The attitude statement-that nutrition is important when I eat out- received the lowest scores(2.92), which indicated that nutrition was not yet considered the most important factor when dining out. 23% of the respondents were interested in healthful foods, while 30% said they were unconcerned. Nutrition conscious group showed significantly (p<.000) higher attitude scores for most of statements than unconcerned group. Significant differences were found in age groups(p<.05, p<.01, p<.001), income levels(p<.05), educational levels(p<.05), health status groups(p<.05), and weight control interest groups(p<.05). Older respondents, respondents with higher income and educational levels were more interested in nutrition and healthy menus. Respondents who reported good health status and showed higher interest in weight control were more interested in nutrition and healthy menus. These findings indicate that restaurant firms should respond to consumers' increased interest in nutrition and healthy menus by offering healthful menus and increasing nutrition marketing activities. This may positively result in increasing customer counts and revenue as well as customer satisfaction level and brand image of restaurant firms. Moreover, restaurant firms are strongly encouraged to play an active role in promoting public's nutritional and health status because increasing consumption of meals away from home will seriously affect good health of our consumers.