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Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule (퍼지 추론 규칙을 이용한 자궁 경부진 핵 인식)

  • Kim, Kwang-Baek;Song, Doo-Heon
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.3
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    • pp.179-187
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    • 2008
  • In this paper, we apply a set of algorithms to classily normal and cancer nucleus from uterine cervical pap-smear images. First, we use lightening compensation algorithm to restore color images that have defamation through the process of obtaining $1{\times}400$ microscope magnification. Then, we remove the background from images with the histogram distributions of RGB regions. We extract nucleus areas from candidates by applying histogram brightness, Kapur method, and our own 8-direction contour tracing algorithm. Various binarization, cumulative entropy, masking algorithms are used in that process. Then, we are able to recognize normal and cancer nucleus from those areas by using three morphological features - directional information, the size of nucleus, and area ratio - with fuzzy membership functions and deciding rules we devised. The experimental result shows our method has low false recognition rate.

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Fuzzy Tracking Control Based on Stereo Images for Tracking of Moving Robot (이동 로봇 추적을 위한 스테레오 영상기반 퍼지 추적제어)

  • Min, Hyun-Hong;Yoo, Dong-Sang;Kim, Yong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.2
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    • pp.198-204
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    • 2012
  • Tracking and recognition of robots are required for the cooperation task of robots in various environments. In the paper, a tracking control system of moving robot using stereo image processing, code-book model and fuzzy controller is proposed. First, foreground and background images are separated by using code-book model method. A candidate region is selected based on the color information in the separated foreground image and real distance of the robot is estimated from matching process of depth image that is acquired through stereo image processing. The open and close processing of image are applied and labeling according to the size of mobile robot is used to recognize the moving robot effectively. A fuzzy tracking controller using distance information and mobile information by stereo image processing is designed for effective tracking according to the movement velocity of the target robot. The proposed fuzzy tracking control method is verified through tracking experiments of mobile robots with stereo camera.

Analysis of Stereo 3D Content Factors Causing Viewer's Discomfort (시청자의 불편감을 유발하는 스테레오 3D 영상 콘텐츠 요소 분석)

  • Kim, Woo-Youl;Seo, Young-Ho;Kim, Dong-Wook
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37C no.10
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    • pp.870-887
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    • 2012
  • This paper qualitatively analyzes the stereo 3D content factors causing viewer's discomfort. For this, we perform a subjective test that each subject strokes a specific key whenever he or she feels discomfort during watching stereo 3D contents. Also we extract the quantitative values of the factors in the 3D contents to obtain the temporal changes of the factors. Those two sets of data are used to analyze the contents to find the content factors which cause viewer's discomfort. The factors to be considered are the amount and the frequency of the disparity change, story of the contents, situation or environments of a scene, movement and position of the image or camera, color and luminance information as well as disparities themselves. Most researches have dealt with each factor causing viewer's discomfort but this paper focuses on the composite factors rather than each of them. That is, this paper deals with the various strong and weak factors and their composites causing viewer's discomfort in addition to the big disparities which have been mostly so far.

Semantic Cue based Image Classification using Object Salient Point Modeling (객체 특징점 모델링을 이용한 시멘틱 단서 기반 영상 분류)

  • Park, Sang-Hyuk;Byun, Hye-Ran
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.1
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    • pp.85-89
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    • 2010
  • Most images are composed as union of the various objects which can describe meaning respectively. Unlike human perception, The general computer systems used for image processing analyze images based on low level features like color, texture and shape. The semantic gap between low level image features and the richness of user semantic knowledges can bring about unsatisfactory classification results from user expectation. In order to deal with this problem, we propose a semantic cue based image classification method using salient points from object of interest. Salient points are used to extract low level features from images and to link high level semantic concepts, and they represent distinct semantic information. The proposed algorithm can reduce semantic gap using salient points modeling which are used for image classification like human perception. and also it can improve classification accuracy of natural images according to their semantic concept relative to certain object information by using salient points. The experimental result shows both a high efficiency of the proposed methods and a good performance.

Study of GUI Design appearing in Fast Food Restaurant DID - Focused on Lotteria, McDonald's, Burger King and Mom's Touch - (패스트푸드점 DID에 나타난 GUI 디자인 연구 - 롯데리아, 맥도날드, 버커킹, 맘스터치 중심으로 -)

  • Lee, Young-Hwa
    • Journal of the Korea Convergence Society
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    • v.10 no.11
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    • pp.253-262
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    • 2019
  • This study conducted an actual condition survey with users in order to examine the Graphic User Interface (GUI) design appearing in fast food Digital Information Display (DID). Selecting four restaurants with high sales in the hamburger industry in 2017, including Lotteria, McDonald's, Burger King, and Mom's Touch, based on this, this study investigated and analyzed GUI visual components appearing in DID, including layout, character, color, graphics, and videos based on this. As a result, this study could propose a design plan providing users with the layout that can be clearly and neatly divided, characters attracting attention with high readability, colors with high visibility, graphics attract interest, and videos with various contents, rather than a complex approach for efficient GUI design, analyzing the environmental factors of fast food restaurants.

Seal Detection in Scanned Documents (스캔된 문서에서의 도장 검출)

  • Yu, Kyeonah;Kim, Kyung-Hye
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.12
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    • pp.65-73
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    • 2013
  • As the advent of the digital age, documents are often scanned to be archived or to be transmitted over the network. The largest proportion of documents is texts and the next is seal images indicating the author of the documents. While a lot of research has been conducted to recognize texts in scanned documents and commercialized text recognizing products are developed as highlighted the importance of the scanned document, information about seal images is discarded. In this paper, we study how to extract the seal image area from the color or black and white document containing the seal image and how to save the seal image. We propose a preprocessing step to remove other components except for the candidate outlines of the seal imprint from scanned documents and a method to select the final region of interest from these candidates by using the feature of seal images. Also in case of a seal imprint overlapped with texts, the most similar image among those stored in the database is selected through the template matching process. We verify the implemented system for a various type of documents produced in schools and analyze the results.

Design of Off-axis Wide Angle Lens for the Automobile Application

  • Kim, Tae Young;Shin, Min-Ho;Kim, Young-Joo
    • Journal of the Optical Society of Korea
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    • v.17 no.4
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    • pp.336-343
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    • 2013
  • Recently various types of driver assistance systems have been used for automobiles. In 2008, the U.S Congress passed a law which required that most cars be equipped with devices to warn objects behind the vehicle. Because of that, market of rear view cameras is expected to rise dramatically. Therefore many suppliers try to provide a wide angle camera for car makers. But a high distortion is caused by the wide angle might result in lower image quality. In order to improve the image quality, normally we use an algorithm to correct a distortion. Though we can improve the distorted image by correction algorithm, we must pay more cost to use it. In this paper, we propose a new optical system reducing a distortion in contrast to a conventional lens without cost. In other words, we can see only an area of interest. That is similar to reducing a field of view. Using a new optical system, we can get a less distorted image. In order to view an area of interest, we introduce an off axis optical system having refractive surfaces and reflective surfaces. In this paper, we describe the results of design and, evaluation of an off axis wide angle compact imaging system. In comparison to conventional wide angle lens, we can get the improvement of MTF, distortion, and lateral color aberrations. And we also can reduce a total cost because we don't need the outer apparatus or bracket to mount on the car.

A Study on the Hair Fashion Behavior of College Students (대학생의 헤어패션행동에 관한 조사연구)

  • 김병미;유미근
    • Journal of the Korea Fashion and Costume Design Association
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    • v.6 no.1
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    • pp.1-12
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    • 2004
  • The purpose of this research is to recognize college students' thinking way for hair fashion. The tendency of hair style, hair dyeing and hair administration was examined with college students in Seoul, some cities and towns. Research analyzed and compared the result according to the distinction of sex, age and area. The questionnaire was asked to 257 boy students and 328 girl students. The result in this research is as following. 1. It was shown that our country college students were satisfied with their hair style on the whole. Especially, college students in Seoul appeared more satisfied tendency than other city or town. Seoul's college students preferred hair style of short haircut. Wide area city or small town's college students preferred long hair style. The degree of satisfaction about beauty salon service of Seoul city's college students is higher than that of wide area city or small town's college students. The reasons that they want to go to the beauty salon they used to are distance for boy students and excellent technology for girl students. Boy students change hair style regularly, but girl students change it when need to change their mood. 2. In our country, most college students had experienced that they had their hair dyed. More senior students had their hair dyed than junior students. Hair color that most like was nature brown. Seoul college students liked gold color. Seoul college students are more satisfied than wide area city or small town's college students after hair dyeing. Girl students thought that hair dyeing made their hair style excellent. 4. Girl students responded that their hair was much damaged. College students in Seoul had healthy hair. Girl students selected 「beauty art surgical operation」 for cause of hair damage, and boy student had the various causes of hair damage. College students in Seoul had much hair damage than students in any other area. Most were using shampoo, and girl students used much shampoo than boy students. Girl students selected shampoo according to their hair state, Seoul's college students had their hair washed with shampoo more frequently than other students. Girl students were getting more hair administration information with various form than boy students. Girl students used Hair Clinic for hair administration, but boy students never did it.

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A Classification of Korean Traditional Materials Focused on Visual Texture (시각적 질감을 중심으로 한 한국 전통소재의 체계적 분류)

  • 박영순;김영인;이현주;신인호;최선미;최희승
    • Archives of design research
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    • v.14 no.2
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    • pp.197-207
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    • 2001
  • A designed object reveals its meaning and image through form, color and material. Among these three elements, material has more powerful influence with its tactile and visual characteristics. In Korea, traditionally materials itself were mainly used to design artifacts rather than various color or formal decoration. The purpose of this study is to investigate the Korean traditional materials, and to classify them by the characteristics of their texture. For this study, the pictures of Korean traditional artifacts were collected from the national museums and literature. Those are architectural and interior elements, furniture, cloths and textiles, arts and crafts. Total of 533 collected artifacts were classified into seven categories, metal, day, stone, paper, wood, straw, fabric things. : 59 metal things, 115 clay things, 62 stone things, 73 paper things, 80 wood things, 47 straw things, 97 fabric things. Each materials were classified into its forming methods and surface treatment focused on the he characteristics of their surface texture. Throughout this study, the uniqueness of forming method and surface treatment of each materials in Korea has been clarified. And furthermore the classification by this various traditional methods of materials will provide plentiful information and ideas to today's designers of the world.

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Physicochemical Characteristics of Traditional Kochujang Prepared with Various Raw Materials (담금원료에 따른 전통식 고추장의 숙성 중 이화학적 특성 변화)

  • Shin, Dong-Hwa;Kim, Dong-Han;Choi, Ung;Lim, Mi-Sun;An, Eun-Young
    • Korean Journal of Food Science and Technology
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    • v.29 no.5
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    • pp.907-912
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    • 1997
  • Physicochemical characteristics of kochujang prepared with various raw materials, were investigated during 90 days of fermentation to obtain information for the industrial production of traditional kochujang. Reducing sugar contents of kochujang increased until 60 days but slightly decreased thereafter, showing highest value for malt added group. Ethanol contents increased after 45 days and were highest in Chinese matrimony vine group, followed by purple sweet potato and malt added groups. Amino nitrogen contents increased until the 45 to 60 days of fermentation, but ammonia nitrogen contents did not change significantly during fermentation. Amino and ammonia nitrogen contents were higher in soy sauce and Chinese matrimony vine added groups. Water activities decreased slightly during fermentation and purple sweet potato added group was lowest among the groups. Consistency of kochujang decreased until the middle of the aging but after that it increased. Consistency of purple sweet potato and Chinese matrimony vine added groups were remarkably higher than that of the others. The color values tended to decrease slightly during fermentation. Purple sweet potato kochujang was low in the lightness, redness and yellowness. Results of sensory evaluation showed garlic and malt added kochujang were more acceptable than purple sweet potato added kochujang due to more desirable taste and color.

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