• 한국컴퓨터정보학회논문지
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• 제28권12호
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• pp.167-174
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• 2023

본 연구는 합성곱 신경망 모델에서 이미지 데이터 증강을 통하여 대장암 진단 모델의 정확도를 개선하고자 하였다. 이미지 데이터 증강은 기초 이미지 조작 방법을 이용하여 뒤집기, 회전, 이동, 밀림, 주밍을 사용하였다. 본 연구에서는 실험설계를 위해 보유하고 있는 5000개의 이미지 데이터에 대해 훈련 데이터와 평가 데이터로 각각 4000개와 1000개로 나누었으며, 훈련 데이터 4000개에 대해 이미지 데이터 증강 기법으로 4000개와 8000개의 이미지를 추가하여 모델을 학습시켰다. 평가 결과는 훈련 데이터 4000개, 8000개, 12000개에 대한 분류 정확도가 각각 85.1%, 87.0%, 90.2%로 나왔으며 이미지 데이터 증강에 따른 개선 효과를 확인하였다.

• 복식문화연구
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• 제15권4호
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• pp.604-619
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• 2007

Aesthetic consciousness of the body determines the form of clothing, reflecting the time and culture as well as the individual and society. Using 'body' to analyze the clothing form, my study develops a framework by which to classify the representation and non-representation of the body in fashion. Theoretically, this study draws from Jean Baudrillard's Simulation theory which maintains that simulation develops the whole edifice of representation. My study substitutes the successive phases of the image to that of (non) representing body in fashion. The correspondences between them are; first, 'image is the reflection of a basic reality' for the representation of physicality, second, 'image masks and perverts a basic reality' for the manipulation of physicality, third, 'image masks the absence of a basic reality' for the absence of physicality, and fourth, 'image bears no relation to any reality whatever' for the absence of body in fashion. Aesthetic ideal of the body is visualized in the form of a dress. Fashion continues to explore forms and images that transcend the traditional representations of the clothed body. My study suggests a framework to analyze bodily representation in fashion, focusing on the relationship between the clothes and body.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2003년도 춘계학술대회 논문집
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• pp.885-889
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• 2003

The e-catalog system consists of e-catalog database. e-catalog manager. and a web server, and provides e-catalog web service by displaying e-catalog documents that contain web 3D images. product specifications and manuals. Various web contents such as the 3D images of products, which offer basic viewpoints/movement handles and function simulations, product specifications, product manuals and product features, can be integrated into e-catalog documents in XML format through image manipulation and database connection by using the e-catalog manager tool. By reducing time and cost for publication and management of an e-catalog web service, the competitiveness of companies is expected to be intensified in the perspective of e-business activities.

• Imaging Science in Dentistry
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• 제39권4호
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• pp.185-189
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• 2009

Purpose : The purpose of this study was to investigate how to detect proximal caries using line profile and validate linear measurements of proximal caries lesions by basic digital manipulation of radiographic images. Materials and Methods : The X-ray images of control group (15) and caries teeth (15) from patients were used. For each image, the line profile at the proximal caries-susceptible zone was calculated. To evaluate the contrast as a function of line profile to detect proximal caries, a difference coefficient (D) that indicates the relative difference between caries and sound dentin or intact enamel was measured. Results : Mean values of D were $0.0354{\pm}0.0155$ in non-caries and $0.2632{\pm}0.0982$ in caries (p<0.001). Conclusion : The mean values of caries group were higher than non-caries group and there was correlation between proximal dental caries and D. It is demonstrated that the mean value of D from caries group was higher than that of control group. From the result, values of D possess great potentiality as a new detection parameter for proximal dental caries.