• 제목/요약/키워드: pursuing image

검색결과 114건 처리시간 0.024초

딥러닝 기반 실내 디자인 인식 (Deep Learning-based Interior Design Recognition)

  • 이원규;박지훈;이종혁;정희철
    • 대한임베디드공학회논문지
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    • 제19권1호
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    • pp.47-55
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    • 2024
  • We spend a lot of time in indoor space, and the space has a huge impact on our lives. Interior design plays a significant role to make an indoor space attractive and functional. However, it should consider a lot of complex elements such as color, pattern, and material etc. With the increasing demand for interior design, there is a growing need for technologies that analyze these design elements accurately and efficiently. To address this need, this study suggests a deep learning-based design analysis system. The proposed system consists of a semantic segmentation model that classifies spatial components and an image classification model that classifies attributes such as color, pattern, and material from the segmented components. Semantic segmentation model was trained using a dataset of 30000 personal indoor interior images collected for research, and during inference, the model separate the input image pixel into 34 categories. And experiments were conducted with various backbones in order to obtain the optimal performance of the deep learning model for the collected interior dataset. Finally, the model achieved good performance of 89.05% and 0.5768 in terms of accuracy and mean intersection over union (mIoU). In classification part convolutional neural network (CNN) model which has recorded high performance in other image recognition tasks was used. To improve the performance of the classification model we suggests an approach that how to handle data that has data imbalance and vulnerable to light intensity. Using our methods, we achieve satisfactory results in classifying interior design component attributes. In this paper, we propose indoor space design analysis system that automatically analyzes and classifies the attributes of indoor images using a deep learning-based model. This analysis system, used as a core module in the A.I interior recommendation service, can help users pursuing self-interior design to complete their designs more easily and efficiently.

철도 승강장 승객안전을 위한 비전기반 물체 검지 알고리즘 연구 (Study on Vision based Object Detection Algorithm for Passenger' s Safety in Railway Station)

  • 오세찬;박성혁;정우태
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 춘계학술대회 논문집
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    • pp.553-558
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    • 2008
  • Advancement in information technology have enabled applying vision sensor to railway, such as CCTV. CCTV has been widely used in railway application, however the CCTV is a passive system that provide limited capability to maintain safety from boarding platform. The station employee should monitor continuously CCTV monitors. Therefore immediate recognition and response to the situation is difficultin emergency situation. Recently, urban transit operators are pursuing applying an unattended station operation system for their cost reduction. Therefore, an intelligent monitoring system is need for passenger's safety in railway. The paper proposes a vision based monitoring system and object detection algorithm for passenger's safety in railway platform. The proposed system automatically detects accident in platform and analyzes level of danger using image processing technology. The system uses stereo vision technology with multi-sensors for minimizing detection error in various railway platform conditions.

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A Study on the Sensibility Elements of Furniture Material

  • Cha, Sung-Hee;Choi, Ki
    • 한국가구학회지
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    • 제19권4호
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    • pp.235-242
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    • 2008
  • Increasing consumers' individuality and their desire of revelation, owing to accumulation of economic wealth, are making furniture designs more differentiated and various in its method and theme. Trends of contemporary furniture designs are changing from pursuing the functional efficiency of mere usage of their product in the past to satisfying the desire of consumers with full consideration of their emotional aspects, that is, the design that helps consumers communicate with products. In these trends, it is necessary to analyze the emotional factor of consumers for the examination of their emotional desire and apply its analysis to the furniture design.

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유머효과가 기업이미지에 미치는 영향에 관한 연구 - 광고에서의 유머효과를 중심으로 - (The Influence of Humor Effects for the Corporate Image)

  • 박영원
    • 디자인학연구
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    • 제11권3호
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    • pp.101-110
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    • 1998
  • 제품판매를 촉진하고 기업이윤의 극대화를 모색하는 기업논리로만 좋은 기업이미지를 형성하는 것은 불가능하다. 좋은 기업이미지 형성을 위하여 형성하는 것은 불가능하다. 좋은 기업이미지 형성을 위하여 기업활동을 통하여 효과적인 마케팅 이미지를 형성해야 하고 올바른 사회적 행동을 통하여 바람직한 사회적 이미지를 형성해야 하며, 문화적예술에 대한 투자, 보건, 교육, 사회적 복지프로그램등에 지원활동으로 사회적 신뢰를 획득해야 한다. 기업은 의도한 바대로의 기업이 미지를 대중들이 가질 수 있게 노력하지만 대중은 여러 정보들을 토대로 주관적으로 기업이미지를 지니게 된다. 기업이미지 형성 자체가 대중의 이성적이기 보다는 감성적인 주관에 의한 것이므로 감성적 접근과 감정적 설듯이 더욱 효과적인 요소가 된다. 유머효과는 기존의 연구를 통해 주의집중, 기억, 설득의 매우 강력한 수단이 된다는 것은 입증된 바 있다. 현대의 가장 인기잇는 광고의 대부분이 유머광고이고, 설문을 통하여 20대 대학생의 절대다수가 유머광고를 선호하고 있고 좋은 기업이미지를 위하여 유머러스한 제품광고를 통한 기업이미지 제고효과, 기업이미지 광고에 유머효과의 사용 그리고 기타 커뮤니케이션 활동에 유머효과를 사용하는 것에 대다수가 긍정적인 의견을 가지고 있다는 것을 확인할 수 있었다. 좋은 기업이미지 형성을 위해 유머효과는 친근함을 유도해 내고, 광고의 역기능적인 면을 최소화하고 정신적 즐거움을 주면서 설득효과를 가진다. 유머효과는 기업실체를 반영한 좋은 기업이미지 형성에 효과적일 뿐만 아니라 광고 커뮤니케이션의 아이디어 개발 근처로 활용할 수 잇다. 유머를 웃음을 유발하는 단순한 수단이라기 보다 인간에 대한 깊은 관조와 이해를 바탕으로한 휴머니즘의 또다른 표현이라고 본다면 바람직한 기업이미지와 연관한 연구는 의미가 있다고 할 수 있다.

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대형유통업체 가정간편식 PB상품에 대한 1인가구의 주관적 인식에 관한 연구 (A Study on Subjective Recognition of One Authorized District for Large Retailers' Home Meal Replacement PB Products)

  • 김동수
    • 한국콘텐츠학회논문지
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    • 제18권12호
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    • pp.309-318
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    • 2018
  • 본 연구는 대형유통업체 가정간편식 PB상품에 대한 1인가구의 주관적 인식에 관한 연구로 가정간편식 PB상품을 구입하여 경험해 본 1인가구 소비자를 대상으로 주관적인 경향을 알아보기 위해 Q방법론을 적용하여 분석하였다. 본 연구에서는 사회구조적으로 변화하는 인구구조에 따라 대형유통업체가 개발 및 출시하는 HMR형태의 PB상품이 1인가구에 어떠한 의미와 주관적인 수용의 모습을 나타내는지 Q방법론적 연구를 통해 살펴봄으로써 그 함의를 분석하며, 앞으로의 대형유통업체의 1인가구를 위한 외식상품개발 및 출시의 다양한 방향성과 그 개선책에 대해서 제안하는데 목적을 두고자 한다. 이러한 연구문제를 기반으로 하여 유형 분석결과 5가지 유형으로 도출되었다. 구체적으로, 제 1유형(N=5) : 브랜드 이미지 신뢰형(Brand image trust type), 제 2유형(N=5) : NB상품 선호형(NB product preference type), 제 3유형(N=2) : 간편조리 추구형(Easy cooking preference type), 제 4유형(N=2) : 가격대비 맛 추구형(Pursuing taste for price type), 제 5유형(N=2) : 가격대비 양적 추구형(Quantitative pursuit for price type)으로 각각 분석되었다.

Relationships among CEO Image, Corporate Image and Employment Brand Value in Fashion Industry

  • Ko, Eun-Ju;Taylor, Charles R.;Wagner, Udo;Ji, Hyun-Ah
    • 마케팅과학연구
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    • 제18권4호
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    • pp.307-331
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    • 2008
  • The CEO and the Corporate Image is considered very important in the aspect of marketing. The fact that CEO image itself influences the company or value of the product directly and indirectly has been verified through many cases. Recently, the differentiation of products and services between companies became difficult because the disparity in technique between companies retrenched. As a result, the rate of people who decide to purchase or invest their money based on the corporate image or reputation has been increased. Also in the knowledge society like today, the talented employees are the company's customer and the company's necessity for managing those brains of marketing perspective on how to satisfy and attract the customers is being embossed. The Fashion industry is one of the most value-added industry and in those value-added businesses, the most important factor is the human resources' knowledge power. However the study of the relationships among the CEO image, the corporate image and employment brand value in fashion industry has not been carried out yet. This research considers that dynamic relationship exists among the CEO image, corporate image and employment brand value that affects a company's main goal of pursuing benefits and intends to investigate the relationships of the three concepts. The specific purposes of this study were, 1) to analyze the impact of CEO image on a corporate image, 2) to analyze the impact of corporate image on employment brand value, 3) to analyze the impact of CEO image on employment brand value, 4) to analyze whether corporate image plays a mediating role in the relationship between CEO image and employment brand value or not. A survey design with a structured questionnaire was employed for this research. A convenience sample of 398 subjects was selected from two groups, which are university students majoring in fashion and practitioners working in fashion industry. For the data analysis, descriptive statistic (i.e., frequency, percentage), factor analysis, and multiple regression analysis were used by utilizing SPSS 12.0 for Windows program. The results for this research are as follows, first, the study of the impact of CEO image (i.e., Managerial Competence, Reliability/Leadership, Personal Attractiveness) on corporate image (i.e., Product Image, Corporate Social Responsibility Image, Corporate Cultural Image) brought conclusion that the CEO image generally affected the corporate image in fashion industry. Managerial Competence and Reliability/Leadership affected Product Image, Corporate Social Responsibility Image and Corporate Cultural Image. However, while CEO's Personal Attractiveness affected Product Image and Corporate Social Responsibility Image, it did not affect Corporate Cultural Image. Second, the study of the impact of corporate image on employment brand value brought conclusion that corporate image (i.e., Product Image, Corporate Social Responsibility Image, Corporate Cultural Image) affected employment brand value. Corporate Cultural Image affected employment brand value the most and then the Corporate Social Responsibility Image and Product Image. Third, the study of the impact of CEO image on employment brand value brought conclusion that CEO image (i.e., Managerial Competence, Reliability/Leadership, Personal Attractiveness) affected the employment brand value. CEO's Reliability/Leadership affected the employment brand value the most and then CEO's Personal Attractiveness and CEO's Managerial Competence. Forth, the study examined whether corporate image plays a mediating role in relationship of CEO image and employment brand value and concluded that it does. Corporate image played a full mediating role between CEO's Managerial Competence and employment brand value while it played a partial mediating role between CEO's Reliability/Leadership and CEO's Personal Attractiveness. This study is meaningful in a sense that it examines the relationship among the CEO image, corporate image and employment brand value which has not been carried out yet in fashion industry. It will ultimately contribute to the success of a fashion company by providing useful information of establishing strategies for managing proper the CEO and the corporate image to the fashion company and operating the talented employees.

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여수세계박람회와 지역문화의 융합을 기반으로 한 패션문화상품 디자인개발 (Design Development of Fashion Cultural Products based on Convergence of International Exposition Yeosu and Regional Culture)

  • 김선영
    • 복식
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    • 제61권1호
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    • pp.58-68
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    • 2011
  • With Expo 2012 Yeosu to be held in 2012, this study intends to propose designs for fashion cultural products into which the characteristics of local cultures of Yeosu are fused. Using symbols of Expo 2012 Yeosu and cultural symbols of Yeosu City as motifs, this study will develop patterns and then, apply them to neckties, handkerchiefs, and T-shirts. Adobe Illustrator CS2 and Adobe Photoshop CS2 will be used. This study developed basic motifs so that cultural resources using camellia, Odong Island, and the Turtle Ship, which represent Yeosu City, could be well harmonized with the topic of Expo 2012 Yeosu. This paper set three basic motifs of new formative images, using graphic images that were made by omission of forms, simplification, overlap, repetition, and calligraphy of the name of Yeosu holding the event. Each set motif was expanded to three motifs again through change, conversion, and mixture of colors, and three types of repetitive applied patterns were developed through revolution, symmetry, repetition, and reversal of each motif. The modern and refined image for neckties, to which the developed motif was applied, was made by directly applying the repetitive pattern of each motif or by making $45^{\circ}$ revolution. For handkerchiefs, revolution, enlargement, reduction, and gradation were applied to the motif so the pattern could be highlighted to the maximum and finally, a colorful image was developed. For T-shirts, three designs-a half-sleeved box type, a sleeveless round neckline type, and a sleeveless V-neckline tight type-were developed, through which availability of the design was increased. Through enlargement, reduction, revolution, and repetition of each motif, this paper layout the pattern on the whole part of a T-shirt, pursuing a decorative and casual image.

다중퍼셉트론을 이용한 자동차 번호판의 최적 입출력 노드의 비율 결정에 관한 연구 (Recognition of characters on car number plate and best recognition ratio among their layers using Multi-layer Perceptron)

  • 이의철;이왕헌
    • 한국전자통신학회논문지
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    • 제11권1호
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    • pp.73-80
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    • 2016
  • 자동차 번호판 인식은 뺑소니차량의 추적이나 교통량의 측정, 교통사고의 조사 및 차량의 증가에 따른 차량범죄의 추적에 이용되고 있다. 실제 적용되는 교통 환경에서는 눈이나 비 그리고 주야간의 조명 변화에 따라서 입력되는 영상에 외란의 영향을 받기 쉬우며, 또한 영상을 촬영하는 순간의 차량의 직진방향과 카메라가 보는 방향에 따라서 동일한 번호판에 대해서도 기하학적으로 변형된 영상이 입력되게 된다. 본 연구에서는 이러한 카메라를 이용한 번호판 인식 환경의 문제를 해결하는 방법으로 호모그래피를 이용하여 기하학적으로 변형된 영상을 원래의 영상으로 변환하는 방법과 투영 히스토그램을 이용한 문자의 분리 방법을 제안하였다. 분리된 영상은 다중 퍼셉트론방법을 이용하여 문자와 숫자를 인식하였고 특히 최적한 입력, 은닉, 출력 층의 비율을 실험을 통하여 도출 하였다.

향수 광고에 나타난 메이크업 디자인 특성 - 2000년대 이후 '안나수이'와 '불가리' 잡지 광고를 중심으로 - (Characteristics of Makeup Design Revealed in Perfume Advertisements - Focusing on Advertisements in the Magazines Anna Sui and Bulgari Since 2000 -)

  • 유선미;오인영
    • 복식
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    • 제60권3호
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    • pp.84-98
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    • 2010
  • This study aims to present basic materials to promote the importance of make-up design in advertising images and designing effective perfume advertisement by looking at features such as colors, forms, patterns, and material feels, the elements of make-up designs shown magazine advertising images for various perfume brands. The features of make-up designs shown in Anna Sui and Bvlgari perfume advertisements are as the following. Among 9 images in Anna Sui advertisements, 5 displayed mat-like skin feels. Among shadow colors, brown colors accounted for over half, 5 out of 9 while pink colors accounted 5 out of 9 for cheek make-up. Among 7 images in Bvlgari advertisements, pale blue skin colors accounted most, 5 out 7. 4 out of 7 displayed mat-like skin feels and 4 out 7 were in pink colors for lip make-up. Anna Sui brand was found to use a bold and unique makeup design for each perfume advertisement according to the designer's fashion orientation tendency to pursue unique, vintage-style, and romantic images whereas Bvlgari focused on make-up to emphasize elegant and refined female beautify according to the company philosophy of pursuing elegant and high-class images. Namely, it was determined that the BI(brand image), the images a company pursues is related to the MI(make up image), the make-up images in advertisements.

방송시스템용 80W LED 조명장비의 개발 (Development of 80W LED Lighting Equipment for Broadcasting System)

  • 이동윤
    • 한국정보전자통신기술학회논문지
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    • 제10권6호
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    • pp.506-511
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    • 2017
  • 많은 기업들이 사업화를 추진하고 있는 LED 조명은 대표적인 녹색에너지 기술로 현재 우수한 제품들이 비교적 많이 공급되고 있다. 그러나 방송영상용 LED조명은 일반 가로등, 광고용 또는 운송기구용 LED조명 장치들에 비해 출력이 높으면서 휴대가 간편해야한다. 따라서 방송영상 촬영 시 크기가 크고 취급 또한 불편한 할로겐등과 형광등의 대체광원으로 LED를 사용한다면 장비의 경량화를 통하여 방송영상조명 장비산업의 활성화가 될 것으로 예측된다. LED 모듈 보드는 양산성과 칩 마운터의 SMT 생산 가능 사이즈를 고려한 후 모델별 제품의 전체적인 사이즈를 고려하여 보드 사이즈를 결정하였다. 본 논문에서는 80W 보드를 제작해기위해 20W LED보드 4장을 세로로 배치하였다. 즉 모델별 LED 모듈 보드 사이즈를 공용화하여 120W, 200W의 고출력 LED 조명장비를 보드 수의 증가로 선택할 수 있다.