• Title/Summary/Keyword: 아동 그림분석

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Application of object detection algorithm for psychological analysis of children's drawing (아동 그림 심리분석을 위한 인공지능 기반 객체 탐지 알고리즘 응용)

  • Yim, Jiyeon;Lee, Seong-Oak;Kim, Kyoung-Pyo;Yu, Yonggyun
    • Journal of Korea Society of Industrial Information Systems
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    • v.26 no.5
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    • pp.1-9
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    • 2021
  • Children's drawings are widely used in the diagnosis of children's psychology as a means of expressing inner feelings. This paper proposes a children's drawings-based object detection algorithm applicable to children's psychology analysis. First, the sketch area from the picture was extracted and the data labeling process was also performed. Then, we trained and evaluated a Faster R-CNN based object detection model using the labeled datasets. Based on the detection results, information about the drawing's area, position, or color histogram is calculated to analyze primitive information about the drawings quickly and easily. The results of this paper show that Artificial Intelligence-based object detection algorithms were helpful in terms of psychological analysis using children's drawings.

Reading Children's Mind based on Color Analysis and Space Placement using CRR and Fuzzy Logic (CRR과 퍼지 논리를 이용한 색채 분석과 공간 배치 기반 아동의 심리 분석)

  • Ahn, Ha-Jun;Moon, Da-Sol;Kim, Kwang Beak
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.551-555
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    • 2019
  • 본 논문에서는 색채에 대한 아동의 심리를 분석하기 위해서 CRR(Colour Reflection Reading) 및 주조색를 이용한 심리 분석 기법을 제안한다. CRR은 이미 그려진 그림에 아동이 색을 칠하는 것으로 색이 칠해진 데이터를 바탕으로 아동의 심리 상태를 분석한다. 주조색 심리 분석 기법은 원하는 색을 선택하여 그림을 그리고, 그린 그림을 이용하여 심리를 분석한다. 따라서 본 논문에서는 퍼지 논리를 적용하여 색채에 대한 심리 분석 결과를 도출하고 그린 그림을 기반으로 공간 배치도 분석 기법을 이용하여 공간 배치도에 따른 아동의 심리 상태도 분석한다.

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Analysis on the Use of Picture and Letter Used in the Books of English Vocabulary for Children (아동영문어휘책에 제시된 그림과 문자의 사용에 대한 분석)

  • Lee, Mi-Young
    • The Journal of the Korea Contents Association
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    • v.14 no.1
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    • pp.150-157
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    • 2014
  • This thesis intends to grasp the degree of utilization of visual images by understanding the relational properties between picture and letter and considering the children as users, through the analysis of currently published books of English vocabulary for children. Accordingly, the types of picture used in the books of English vocabulary for children, the degree of utilization of picture, combination types of picture and letter, and semantic consistency of picture and letter are reviewed. As a result of analysis, the degree of utilization of picture is high in general, in order of illustration, cartoon, and the mix of illustration and cartoon. In the combination form of picture and letter, the degree of utilization appears in order of picture plus vocabulary, letters without illustration, and pictorial symbol. In particular, the higher semantic consistency of picture and letter, it is effective in learning, however, semantic consistency is low, generally. Pictorial symbol type shows the frequency of the highest combination type in the five groups of higher semantic consistency. In conclusion, the presented types of picture and letter, shown in the currently published books of English vocabulary for children, are similar types by the publishing companies, thus, effective design research should be required based on diverse levels of children.

A deep learning model based on triplet losses for a similar child drawing selection algorithm (Triplet Loss 기반 딥러닝 모델을 통한 유사 아동 그림 선별 알고리즘)

  • Moon, Jiyu;Kim, Min-Jong;Lee, Seong-Oak;Yu, Yonggyun
    • Journal of Korea Society of Industrial Information Systems
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    • v.27 no.1
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    • pp.1-9
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    • 2022
  • The goal of this paper is to create a deep learning model based on triplet loss for generating similar child drawing selection algorithms. To assess the similarity of children's drawings, the distance between feature vectors belonging to the same class should be close, and the distance between feature vectors belonging to different classes should be greater. Therefore, a similar child drawing selection algorithm was developed in this study by building a deep learning model combining Triplet Loss and residual network(ResNet), which has an advantage in measuring image similarity regardless of the number of classes. Finally, using this model's similar child drawing selection algorithm, the similarity between the target child drawing and the other drawings can be measured and drawings with a high similarity can be chosen.

Qualitative Research of Picture Books Preferred by 6 Year Old and 9 Year Old (만6세와 만9세 아동이 선호하는 그림책의 장르에 대한 질적 연구)

  • Park, So-Yun;Kim, Min-Jung
    • The Journal of the Korea Contents Association
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    • v.17 no.6
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    • pp.9-21
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    • 2017
  • The purpose of this study was to explore the characteristics of children's favorite picture books by age according to genre. For this purpose, children of 6 and 9 year old were interviewed from October 2015 to January 2016, and the final data of 34 children were selected for analysis. The collected data were analyzed by inductive coding qualitatively. The results of this study are summarized as follows: First, picture books preferred by 6 year old children appeared in the order of folktale picture books, story picture books, korean-domestic poetry picture books, informational picture books, and they didn't prefer korean-translated poetry picture books. They tended to like interesting story and well-constructed plots. Second, picture books preferred by 9 year old children were surveyed in the order of story picture books, folktale picture books, korean-domestic poetry picture books, and they didn't prefer informational picture books and korean-translated poetry picture books. They explored literary elements extensively and considered them as interesting factors. Based on these results, this study revealed reasons why children of different ages prefer particular picture book genre, and proposed ways to use picture book genres widely by age.

An Analysis of Spatial Cognition and Operation in Children's Drawings (아동의 그림을 통해 본 공간인지와 조작능력)

  • Kang, Kyoung-Won
    • Journal of the Korean association of regional geographers
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    • v.6 no.3
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    • pp.83-99
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    • 2000
  • This paper purposes to provide a new perspective for better development of geography texts. For this purpose, we have applied spatial cognition development theory to children's drawings. We have suggested that children's spatial operation ability has three development stages according to their age: topological space, projective space, euclidean space. This study turns out that Piaget and Inhelder's spatial concept development theory is on the right track. However, we make clear that their division according to the age is not always accurate due to children's individual differences. These findings have educational implications as the following: First, it is dubious that most children can understand pictures, pictorial maps and illustrations in the third grader's textbook. Second, current textbooks require pictorial map understanding and drawing to third grade students and map drawing to fourth grade students. However, according to this study, the placement of these tasks are not fit for children's developmental stage because both tasks correspond to euclidean space operation. Therefore, we should remove them from the textbook for children at the age.

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Psychology Analysis using Dominant Color and Interest Object (주조색과 관심 객체를 이용한 색채 심리 분석)

  • Kim, Beak Cheon;Kim, Min Seok;Song, Doo Heon;Kim, Kwang Baek
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.05a
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    • pp.463-466
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    • 2016
  • 아동은 미술 활동을 통하여 잠재되어 있는 개인의 정서, 심리, 욕구를 표현한다. 그림은 색채뿐만 아니라 그림의 크기에 따라 심리 상태가 나타나는데, 숨겨진 심리 상태를 해명하기 위해 여러 심리학자들이 연구하고 있다. 따라서 본 논문에서는 색채 정보와 그림의 크기 정보를 분석한 후에 퍼지 추론 방법과 침식 및 팽창 기법을 적용하여 아동의 심리 상태를 분석하는 방법을 제안한다. 제안된 방법의 효율성을 분석하기 위해 알슈울러와 해트윅의 색채에 따른 심리 상태 및 Grunwald의 공간 구성에 따른 심리 분석을 기반으로 제안된 방법을 실험한 결과, 제안된 색채 심리 분석 방법이 알슈울러와 해트윅의 색채에 따른 심리 상태와 Grunwald의 공간 심리 분석과 비교하여 거의 일치하는 것을 확인하였다.

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A Study on the published in the Liberation Period (해방기 출간 <아협 그림얘기책>에 관한 연구)

  • Jin, Na-Young
    • Journal of Korean Library and Information Science Society
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    • v.49 no.4
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    • pp.405-427
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    • 2018
  • This study examined system, form and contents of including its publication in depth through the analysis on the publication of those days, present condition of extant edition, system and publication, illustrator etc., targeting series which was published in the liberation period. As for series which was published by Eulyoo Publishing and Joseon Children Culture Association(Ahyeop) for building children's life liberation and children culture, 5 books still remain now. For the extinct edition, this study confirmed publication history of books based on the advertisement carried on the newspaper which was published of the time. As a result of analyzing extant edition, this study found that the book was composed equally as a system of cover, beginning, body and the end, and the body was characterized by the composition of 3-cut comic and story as a form of storybook. The size of the book is A5 book size with 32 pages of quantity and was published as a semi-hardcover bound book. As for illustrators, Kim brothers (Yong-hwan, Eui-hwan) who played an active part in the field of art of the time participated.

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

  • Cho, Jae-Hyun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.3
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    • pp.415-420
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    • 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 Case Study of Children's Emotional Care Program in Combining Analysis between Children's drawings and Parenting Stress based on Web System (웹 시스템에 기반한 아동 그림과 양육스트레스 분석을 통한 정서 관리 프로그램 적용 사례 연구)

  • Lee, Seong-Oak;Kim, Byung-Chul
    • Journal of Digital Convergence
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    • v.18 no.4
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    • pp.201-209
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    • 2020
  • In this paper, we perform a case study of children's emotional care program that analyzes the emotional status through the drawings of children based on web system. In order to overcome spatial and temporal environment constraints, we have developed based on web system that performs to support the whole process from the request of analysis of children 's drawings to the feedback of the final result step by step. The online platform is designed to conduct observations for the purpose of primary screening using a smartphone, and then proceed to the offline secondary care linkage process based on the results. Then according to the results of the analysis, children and parents who need deep examination are figured out and professional institutions are linked to them for help. Parental stress had been analyzed to improve the accuracy of the test and to figure out the cause of the problem. The study was conducted on 2,532 children and their parents between the ages of 3 and 5 years attending a day care center. As a result, 564 children and 223 parents were figured out to be in need of secondary institutional care, and 311 parents were educated and counseled from the professional institutions.