• Title/Summary/Keyword: map recognition

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An Efficient Pedestrian Recognition Method based on PCA Reconstruction and HOG Feature Descriptor (PCA 복원과 HOG 특징 기술자 기반의 효율적인 보행자 인식 방법)

  • Kim, Cheol-Mun;Baek, Yeul-Min;Kim, Whoi-Yul
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.10
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    • pp.162-170
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    • 2013
  • In recent years, the interests and needs of the Pedestrian Protection System (PPS), which is mounted on the vehicle for the purpose of traffic safety improvement is increasing. In this paper, we propose a pedestrian candidate window extraction and unit cell histogram based HOG descriptor calculation methods. At pedestrian detection candidate windows extraction stage, the bright ratio of pedestrian and its circumference region, vertical edge projection, edge factor, and PCA reconstruction image are used. Dalal's HOG requires pixel based histogram calculation by Gaussian weights and trilinear interpolation on overlapping blocks, But our method performs Gaussian down-weight and computes histogram on a per-cell basis, and then the histogram is combined with the adjacent cell, so our method can be calculated faster than Dalal's method. Our PCA reconstruction error based pedestrian detection candidate window extraction method efficiently classifies background based on the difference between pedestrian's head and shoulder area. The proposed method improves detection speed compared to the conventional HOG just using image without any prior information from camera calibration or depth map obtained from stereo cameras.

The Consumer's Current Use and Popularization Development Plan for Foodservice Social Enterprise Type Cafe (외식사회적 기업형 카페에 대한 소비자의 이용실태 및 대중화 발전방안)

  • Ahn, Hye-Young;Kim, Soo-Min;Hwang, Hye-Sun;Hong, Wan-Soo
    • Korean journal of food and cookery science
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    • v.32 no.1
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    • pp.65-75
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    • 2016
  • The purpose of this study was to investigate the consumer's current use and recognition for foodservice social enterprises type cafe. During the research, problems regarding the developmental directions of foodservice social enterprises type cafe. A one-to-one survey method was used for data collection, and 301questionnaires among the 309 distributed questionnaires to consumers were analyzed (97.4% response rate). The main results of the study were as follows : with reference to the awareness of the foodservice social enterprise type cafe, a majority of respondents (81.1%) replied that they had knowledge related to the business of social enterprise. Furthermore, regarding how customers came to know about the foodservice social enterprise type cafe results showed that 28.2% of respondents knew about the cafe by acquaintances such as friend, co-worker, family, 23.2% by mass media, and 27.2% by others. Data concerning a companion when visiting the cafe, revealed that more than half of the respondents (80.0%) had visited with friend and co-worker. On problems with using the cafe, approximately 46.2% of the respondents replied that there was lack of public relation and 28.9% replied that it was an uncommon store. Since the findings suggested that the major problem is a lack of promotion, foodservice social enterprises type cafe should prepare organized brochures and guide system to attract customers with various purposes and values. Finally, the promotion for foodservice social enterprise type cafe requires a guidance map.

Characterization and Epitope Mapping of KI-41, a Murine Monoclonal Antibody Specific for the gp41 Envelope Protein of the Human Immunodeficiency Virus-1

  • Shin, Song-Yub;Park, Jung-Hyun;Jang, So-Youn;Lee, Myung-Kyu;Hahm, Kyung-Soo
    • BMB Reports
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    • v.31 no.1
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    • pp.58-63
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    • 1998
  • In this study, a mouse monoclonal antibody (mAb) against gp41(584-618), the immunodominant epitope protein, was generated. For this purpose, BALB/c mice were immunized with double branched multiple antigenic peptides derived from the HIV-1 gp41(584-618) sequence, and antibody-secreting hybridoma were produced by fusion of mice splenocytes with SP2/0 myeloma cells. One clone producing an antigen specific mAb, termed KI-41(isotype IgG1) was identified, whose specific reactivity against gp41(584-618) could be confirmed by ELISA and Western blot analysis. Epitope mapping revealed the recognition site of the mAb KI-41 to be located around the sequence RILAVERYLKDQQLLG, which comprises the N-terminal region within the immunized gp41(584-618) peptied. Since this mAb recognizes this specific epitope within the HIV-1 gp41 without any cross-reactivity to other immunodominant regions in the HIV-2 gp35, KI-41 will provide some alternative possibilities in further applications such as the development of indirect or competitive ELISA for specific antibody detection in HIV-1 infection or for other basic researches regarding the role and function of HIV-1 gp41.

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Automatic Title Detection by Spatial Feature and Projection Profile for Document Images (공간 정보와 투영 프로파일을 이용한 문서 영상에서의 타이틀 영역 추출)

  • Park, Hyo-Jin;Kim, Bo-Ram;Kim, Wook-Hyun
    • Journal of the Institute of Convergence Signal Processing
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    • v.11 no.3
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    • pp.209-214
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    • 2010
  • This paper proposes an algorithm of segmentation and title detection for document image. The automated title detection method that we have developed is composed of two phases, segmentation and title area detection. In the first phase, we extract and segment the document image. To perform this operation, the binary map is segmented by combination of morphological operation and CCA(connected component algorithm). The first phase provides segmented regions that would be detected as title area for the second stage. Candidate title areas are detected using geometric information, then we can extract the title region that is performed by removing non-title regions. After classification step that removes non-text regions, projection is performed to detect a title region. From the fact that usually the largest font is used for the title in the document, horizontal projection is performed within text areas. In this paper, we proposed a method of segmentation and title detection for various forms of document images using geometric features and projection profile analysis. The proposed system is expected to have various applications, such as document title recognition, multimedia data searching, real-time image processing and so on.

An Analysis on the News Frame of Game by Korean Media (한국 언론의 게임 보도 프레임 분석)

  • Seo, Seong-Eun;Yeon, Joon-Myeong
    • Journal of Korea Game Society
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    • v.17 no.6
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    • pp.89-102
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    • 2017
  • This study aims at examining our social recognition on and the topographic map of a game through the discourse analysis on games shown from the Korean media coverage. Media don't reflect the reality as a mirror but represent it in certain manner. If so, how Korean media organize and represent the meaning of a game? This study analyzed the game discourse from 479 articles on games by 5 daily newspapers including Chosun, Joongang, Dong-A, Kyunghyang and the Hankyoreh during 4 years' Park Geun-hye administration. Research findings show that as a single issue frames of game addiction, addiction damages and AR games including $Pok\acute{e}mon$ Go counted for much reaching up to nearly half but discourse on the play culture as an essence of a game occupied only 3.8%.

Smart HCI Based on the Informations Fusion of Biosignal and Vision (생체 신호와 비전 정보의 융합을 통한 스마트 휴먼-컴퓨터 인터페이스)

  • Kang, Hee-Su;Shin, Hyun-Chool
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.47 no.4
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    • pp.47-54
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    • 2010
  • We propose a smart human-computer interface replacing conventional mouse interface. The interface is able to control cursor and command action with only hand performing without object. Four finger motions(left click, right click, hold, drag) for command action are enough to express all mouse function. Also we materialize cursor movement control using image processing. The measure what we use for inference is entropy of EMG signal, gaussian modeling and maximum likelihood estimation. In image processing for cursor control, we use color recognition to get the center point of finger tip from marker, and map the point onto cursor. Accuracy of finger movement inference is over 95% and cursor control works naturally without delay. we materialize whole system to check its performance and utility.

Development and Application of Clothing Life Education Program in Middle Schools based on the Education and Experience in Arts & Culture (문화예술교육과 경험을 중심으로 한 중학교 의생활교육 프로그램 개발 적용)

  • Bae, Hyun-Young;Lee, Hye-Ja
    • Journal of the Korean Home Economics Association
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    • v.50 no.8
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    • pp.79-95
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    • 2012
  • The purpose of this study is to seek improvement in clothing life education through a development and application of the clothing life education program for middle schools based on the education and experience in arts & culture. On the basis of art & culture education as well as, Dewey's experience, the clothing life area education program was designed and developed for the 2nd year students in the middle school. This program was applied to 350 students of 9 2nd year classes in M middle school during the 17 periods of clothing life area classes, beginning from May 23rd, 2011 and lasting to September 30th, 2011. The leaner-evaluation was performed in terms of the level of learning interest and academic achievement. To measure the level of academic achievement, a mind-map evaluation was performed and a learning effect survey, which evaluates the level of achievement of learning objectives, was carried out. For the purpose of class observation, classes were filmed and analyzed. Characteristics of a class were recorded on a teacher's diary and was used to support the qualitative evaluation. According to the results, the education program is analyzed as being helpful and useful in student understanding of fiber, textile and, clothes, which are materials and outcomes of culture and art; moreover, they have a historical, cultural and artistic value in themselves. It is also analyzed as being helpful for the development of student aesthetic sensibility and emotion, for the construction of meaningful experience through a learning process, for the improvement of learning interest and the level of academic achievement, and for the positive recognition of the learning effect.

Indoor Localization by Matching of the Types of Vertices (모서리 유형의 정합을 이용한 실내 환경에서의 자기위치검출)

  • Ahn, Hyun-Sik
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.46 no.6
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    • pp.65-72
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    • 2009
  • This paper presents a vision based localization method for indoor mobile robots using the types of vertices from a monocular image. In the images captured from a camera of a robot, the types of vertices are determined by searching vertical edges and their branch edges with a geometric constraints. For obtaining correspondence between the comers of a 2-D map and the vertex of images, the type of vertices and geometrical constraints induced from a geometric analysis. The vertices are matched with the comers by a heuristic method using the type and position of the vertices and the comers. With the matched pairs, nonlinear equations derived from the perspective and rigid transformations are produced. The pose of the robot is computed by solving the equations using a least-squares optimization technique. Experimental results show that the proposed localization method is effective and applicable to the localization of indoor environments.

Characterization of a Restriction Endonuclease, SdiI from Streptomyces diastatochromogenes (Streptomyces diastatochromogenes로부터 분리된 SdiI의 특성에 관한 연구)

  • Bae, Moo;Song, Eun-Sook;Hwang, Hye-Yeon;Yim, Jeong-Bin
    • Korean Journal of Microbiology
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    • v.32 no.4
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    • pp.301-305
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    • 1994
  • In catalytic properties of the restriction enonuclease, SdiI, which was purified from Streptomyces diastatochromogenes, this enzyme was active at wide range between pH 7.0 and 12.5, and up to $60^{\circ}C$ and 500 mM of NaCl concentration. It was stable between 20^{\circ}C$ and $60^{\circ}C$, and essentially requires $MgCl_2$ for endonuclease activity. The restriction map of lambda DNA which was obtained by double digestion with various enzymes suggested SdiI to be an isoschizomer of XhoI. From the determination of restriction site based on DNA sequencing method, recognition and cleavage specificity of SdiI was concluded as: 5‘-C${\downarrow}$TCGA G-3' 3'-G AGCT${\uparrow}$C-5'

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Cloning and Expression of the Bdi Methylase Gene in E. coli (대장균 내에서의 Bdi I Methylase 유전자의 클로닝과 발현)

  • 전희숙;김용석;최경래;노현모
    • Korean Journal of Microbiology
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    • v.25 no.1
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    • pp.40-45
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    • 1987
  • The gene for the Bdi I modification enzyme, which is one of Bdi I restriction-modification system, fromBrevibacterium divaricatum FERM 5948 was cloned and expressed in E. coli. For cloning of the Bdi I methylase gene, we have initially used three cloning site(EcoRI, BamHI and Sal I) of plasmid vector pBR 322 and adopted the retransformation method after Bdi I restriction endonuclease cleavage. Selection of transformants carrying the gene was based on the resistance of the modified plasmid encoding the enzyme to cleavage by Bdi I restriction enzyme, and the recombinant plasmid pBDIM 116 containing 5.6kb EcoRI insery was proved to carry the gene. Crude cell extracts prepared from strains carrying the plasmid pBDIM 116 contained an S-adenosylmethionine-dependent methyltransferase activity specific for the Bdi I recognition site, ATCGAT. The restriction map was constructed with 11 restriction enzyme, and the Bdi I restriction-modification system was also discussed.

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