• Title/Summary/Keyword: Shin's Attention

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Application and Evaluation of the Attention U-Net Using UAV Imagery for Corn Cultivation Field Extraction (무인기 영상 기반 옥수수 재배필지 추출을 위한 Attention U-NET 적용 및 평가)

  • Shin, Hyoung Sub;Song, Seok Ho;Lee, Dong Ho;Park, Jong Hwa
    • Ecology and Resilient Infrastructure
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    • v.8 no.4
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    • pp.253-265
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    • 2021
  • In this study, crop cultivation filed was extracted by using Unmanned Aerial Vehicle (UAV) imagery and deep learning models to overcome the limitations of satellite imagery and to contribute to the technological development of understanding the status of crop cultivation field. The study area was set around Chungbuk Goesan-gun Gammul-myeon Yidam-li and orthogonal images of the area were acquired by using UAV images. In addition, study data for deep learning models was collected by using Farm Map that modified by fieldwork. The Attention U-Net was used as a deep learning model to extract feature of UAV in this study. After the model learning process, the performance evaluation of the model for corn cultivation extraction was performed using non-learning data. We present the model's performance using precision, recall, and F1-score; the metrics show 0.94, 0.96, and 0.92, respectively. This study proved that the method is an effective methodology of extracting corn cultivation field, also presented the potential applicability for other crops.

Maternal Perception of Children's Temperament & Parenting Stress (어머니가 지각한 유아의 기질과 양육 스트레스)

  • Jo, Yeong-Shin;Chong, Young-Sook
    • Korean Journal of Human Ecology
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    • v.9 no.3
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    • pp.271-281
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    • 2000
  • The purpose of this study was to explore the effect of maternal perception of children's temperament on parenting stress. The subjects of this study were 303 mothers of four to six-year-old. Evaluations of Parent and Teacher temperament questionnaire for Children 3-7 years of age(Tomas, Chess, & Kom, 1977)(korean version) was used to measure children's temperament, and PDH(Parenting Daily Hassles) was used to measure maternal perception of parenting stress. Data were analyzed by descriptive analysis, t-test, ANOVA, Peasons's Correlation and multiple regression analysis and Duncan test for post test by SPSS WIN program. The results of this study were as follows; First, the average level of maternal perception of children's temperament was the highest in the category of adaptability and the lowest in the category of threshold of responsiveness. Second, maternal perception of children's temperament was significantly different according to children's sex. Boys were perceived higher than girls for the category of activity level. Third, the degree of daily hassles was explained by adaptability, the quality of mood, and activity level relatively, while the intensity of parenting stress could be predicted orderly by adaptability, threshold of responsiveness, attention span & persistence, regularity, and activity level. Fourth, mother's daily hassles was explained 22% valiance by children's temperament such as adaptability, the quality of mood, and activity level. Future research should be done to identify the interaction of temperamental factors.

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The Revised Korean Practice Parameter for the Treatment of Attention-Deficit Hyperactivity Disorder (III) - Pharmacological Treatment - (주의력결핍 과잉행동장애 한국형 치료 권고안 개정안(III) - 약물치료 -)

  • Kim, Hyo-Won;Kim, Eunjoo;Kim, Ji-Hoon;Park, Jangho;Bahn, Geon Ho;Lee, Yeon Jung;Jhung, Kyungun;Shin, Dongwon
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.28 no.2
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    • pp.70-83
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    • 2017
  • The objective of this review is the revision of the Korean practice parameters for the pharmacological treatment of attention-deficit hyperactivity disorder (ADHD) based on the change in the diagnostic system from DSM-IV-TR to DSM-5 and psychopharmacological developments. For the evidence-based approach, the authors conducted a review of the literature, including controlled clinical trials, studies of the side effects of drugs, toxicology and meta-analyses from the United States and Europe, as well as recent research conducted in Korea. The review committee composed of Korean experts on ADHD reviewed the revised parameters. This revised version reveals how to use central nervous system psychostimulants, non-stimulants such as atomoxetine and alpha2 agonists, and other medication for ADHD, and how to manage the adverse effects of such medication. At the end of this revised version, the authors propose recommendations for the pharmacotherapy of ADHD.

Perinatal and Developmental Risk Factors of ADHD Children Diagnosed with a Structured Interview (구조적 면담으로 ADHD로 진단받은 아동의 주산기 요인 및 발달력상 위험인자)

  • Park, Subin;Jeong, Hae-Won;Kim, Bung-Nyun;Cho, Soo-Churl;Kim, Jae-Won;Shin, Min-Sup;Yoo, Hee-Jeong;Han, Doug Hyun;Cheong, Jae Hoon
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.23 no.4
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    • pp.181-187
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    • 2012
  • Objectives:The objective of this study was to examine the perinatal and developmental risk factors of attention-deficit hyperactivity disorder (ADHD) diagnosed with a structured interview among Korean children. Methods:The current study included 924 children (6-15 years) recruited from schools in five Korean cities or a child psychiatry outpatient clinic of Seoul National University Children's Hospital. The parents of the children completed the structured diagnostic interview for attention-deficit hyperactivity disorder, as well as questionnaires on perinatal and developmental risk factors. Results:Preterm delivery, severe maternal stress during pregnancy, change in primary care taker during the first three years, postpartum depression, and delayed first sentence showed a significant association with ADHD diagnosis. Conclusion:These findings suggest that perinatal and developmental factors contribute to development of ADHD in Korean children. Conduct of future research using a prospective design is needed in order to identify the causal relationship between observed risk factors and development of ADHD.

The Effects of Computerized Gaming Program on Cognition in Children with Mental Retardation: A Case Study

  • Kim, Seon Chil;Heo, Ju Young;Shin, Hwa Kyung;Kim, Byeong Il
    • The Journal of Korean Physical Therapy
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    • v.30 no.5
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    • pp.193-198
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    • 2018
  • Purpose: The purpose of this study was to analysis of effectiveness between cognitive function assessment scores and gaming cognitive rehabilitation system in children with intellectual impairment. Methods: Five children (male=5, $age=10.00{\pm}0.80$) with intellectual impairment participated in this study and were randomly assigned to the experiment that played (received) gaming cognitive rehabilitation system (Neuroworld). The children were applied 2 times a week for 30 minutes during 3 months. The children were assessed K-WSIC-VI (Korean-Wechsler intelligence scale for children-fourth edition) and recorded that gained score in gaming cognitive rehabilitation system before and after intervention. K-WSIC-VI contained five primary index scores: verbal comprehension index, visual spatial index, fluid reasoning index, working memory index, and processing speed index. Gaming cognitive rehabilitation system scoring was composed visual recall, target recall, sequence recall, selective attention, continuous attention, and exploration. Results: In the intelligence quotient (IQ) of K-WSIC-VI, there were significant increased in all children. The visual recall item was highest effective in all children. However, sequential recall showed the lowest improvement in all children. The performance speed of selective attention item was decreased, this means that children's skills have improved. Also, their ability to explore has improved significantly. Conclusion: In conclusion, gaming cognitive rehabilitation system was significant effectiveness in cognitive function in some categories for children with intellectual impairment. However, the visual recall and performance speed don't represent of all cognitive function. Therefore, further studies will need to verify by applying more subject and longer duration.

Analysis of EEG Signals for Attention Training Game Contents (주의력 훈련 게임 콘텐츠에 대한 EEG 신호 분석)

  • Kang, Sung-Ho;Park, Jung-Hyun;Shin, Sung-Wook;Chung, Sung-Taek
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.3
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    • pp.83-90
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    • 2019
  • Recently, the need to prevent or treat cognitive impairment in older adults has been arising. In particular, they tried to diagnose MCI as an early stage of Alzheimer's disease and to delay the progression to dementia through training cognitive function. Most of cognitive function training have been manufactured to game contents which related to several cognitive function, and it needs to be verified quantitatively whether subjects are paying attention to cognitive function training. Thus in this study, we measured and analyzed EEG signals while performing attention training game contents. As an analysis method, we utilized CI, which shows how much they are focusing on, and RI, which shows how stable they are. The result of this study can be seen that all the subjects' CI were increased, which means that the subjects performed game contents with concentration.

Characteristics on the forms of the Eye Brow over the Ages - Focusing on the western women - (서구 여성의 시대적 변천에 따른 눈썹형태의 특징)

  • Lee Sang-Eun;Shin Ji-Hyun
    • Journal of the Korea Fashion and Costume Design Association
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    • v.7 no.1
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    • pp.77-84
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    • 2005
  • The purpose of this study is to know on the changes characteristics of eye brow forms of the wester women. A facial image which people recognize contents on changes of image according to various eye brow changes on the face. Various changes of image were seen by length, angle and thickness of eye brow types. The ancient Egyptians used antimony powder to blacken their brows huge black lines. In medieval times, women shaved both their eye brows and their hairlines to give a pure look. The early nineteenth century, brows were untweezed and natural. In the 1920s, when women started paying attention to their faces and their freedom, brows were tweezed, narrowed. In the 1930s, the idealized faces of Jean Harlow, Marlene Dietrich and Greta Garbo - narrow tracery of drawn on brows. The eyebrows is filled various shape of the 1950s. In the 1970s, the Disco Decade of Dreadful tastes, women were at their tweezers again, manicuring their brows. Brooke Shields's natural-looking brow would be an example of the 1980s. In the 1990s, the eyebrow designed by superstar makeup artists who determined the look of fashion model and screen star.

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How did Japanese who surrender to Joseon reflect in old proses (고전 서사 속 항왜(降倭)의 형상화 양상에 대한 연구)

  • Seo, Shin-hye
    • (The)Study of the Eastern Classic
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    • no.37
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    • pp.161-188
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    • 2009
  • How did Japanese who surrender to Joseon reflect in old proses / Seo, Shin-hye This paper is focus on Japanese who surrender to Joseon. I researched how were these people to live through old novel, old tale and old biography. And I researched how these works reflected these people. Usually Japanese who surrender to Joseon were butchers. They were loyal to Joseon and their higher officer to a fare-thee-well. In old proses, writters compared these surrender with Joseon's general. People expect the general loyalty, but he didn't. Because of surrender's loyalty, Joseon's general was seen as an abject coward. This form came out in common in the biography of Gim Yeongcheol, the biography of Gang Hongrip and the biography of Gim Chungseon. But this fact was biased. All of Japanese surrender was not loyal, and they liked fighting in the battle. The singularity of the biography of the butcher who is Buddhist monk attracted our attention. In this work, we can see the surrender's mental conflict. We can realized the people is equal with Joseon's people.

Effect of Pharmacological Treatment for Attention-Deficit Hyperactivity Disorder on Motor Coordination: Open Label Study (주의력결핍 과잉행동장애 아동의 약물치료가 운동협응력에 미치는 효과: 개방연구)

  • Park, Kee Jeong;Kweon, Kukju;Lee, Saejeong;Lim, Yun Shin;Joung, Yoo Sook;Kim, Hyo-Won
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.28 no.4
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    • pp.244-251
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    • 2017
  • Objectives: The objective of this study was to investigate the effect of pharmacological treatments for attention-deficit hyperactivity disorder (ADHD) on motor coordination, using the Developmental Coordination Disorder Questionnaire (DCDQ). Methods: The participants were recruited from April 2015 to November 2016 from the Department of Psychiatry of Asan Medical Center and were treated for 3 months with methylphenidate or atomoxetine. The illness severity at baseline and 3 months were scored using the ADHD Rating Scale (ARS), Clinical Global Impression-Severity Scale (CGI-S) and/or Clinical Global Impression-Improvement Scale (CGI-I). A total of 39 children with ADHD (age $8.0{\pm}1.4years$, 36 boys) completed the Advanced Test of Attention (ATA) and their parents completed the DCDQ at baseline and 3 months. The paired t-test, mixed between-within analysis of variance and correlation analysis were used. Results: The CGI-S (p<0.001), ARS (p<0.001), and fine motor/hand writing (p=0.005) on the DCDQ were significantly changed between pre-treatment and post-treatment. When the participants were divided into those who were suspected of having developmental coordination disorder (DCD) (n=23) and those who probably did not (n=16), the control during movement, fine motor/hand writing and general coordination scores on the DCDQ showed the main effects for group (p<0.001, p<0.001 and p<0.001, respectively). The fine motor/hand writing on the DCDQ has a significant main effect for time [F(1,37)=7.31, p=0.010, ${\eta}^2=0.405$] and the interaction effect between group and time was also significant [F(1,37)=4.63, p=0.038, ${\eta}^2=0.111$]. The baseline visual commission error on the ATA is significantly correlated with the changes in the DCDQ total scores (r=0.330, p=0.040). Conclusion: Our results provide preliminary evidence that pharmacological treatment for ADHD improves not only the core symptoms of ADHD, but also the motor coordination. Further studies are needed to confirm the effect of the pharmacological treatment for ADHD on the motor coordination.

A Study on Attention Mechanism in DeepLabv3+ for Deep Learning-based Semantic Segmentation (딥러닝 기반의 Semantic Segmentation을 위한 DeepLabv3+에서 강조 기법에 관한 연구)

  • Shin, SeokYong;Lee, SangHun;Han, HyunHo
    • Journal of the Korea Convergence Society
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    • v.12 no.10
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    • pp.55-61
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    • 2021
  • In this paper, we proposed a DeepLabv3+ based encoder-decoder model utilizing an attention mechanism for precise semantic segmentation. The DeepLabv3+ is a semantic segmentation method based on deep learning and is mainly used in applications such as autonomous vehicles, and infrared image analysis. In the conventional DeepLabv3+, there is little use of the encoder's intermediate feature map in the decoder part, resulting in loss in restoration process. Such restoration loss causes a problem of reducing segmentation accuracy. Therefore, the proposed method firstly minimized the restoration loss by additionally using one intermediate feature map. Furthermore, we fused hierarchically from small feature map in order to effectively utilize this. Finally, we applied an attention mechanism to the decoder to maximize the decoder's ability to converge intermediate feature maps. We evaluated the proposed method on the Cityscapes dataset, which is commonly used for street scene image segmentation research. Experiment results showed that our proposed method improved segmentation results compared to the conventional DeepLabv3+. The proposed method can be used in applications that require high accuracy.