• Title/Summary/Keyword: 자율변형

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Fast Object Detection with DPM using Adaptive Bilinear Interpolated Image Pyramid (적응적 쌍선형 보간 이미지 피라미드를 이용한 DPM 기반 고속 객체 인식 기법)

  • Han, Gyu-Dong;Kim, Eung-Tae
    • Journal of Broadcast Engineering
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    • v.25 no.3
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    • pp.362-373
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    • 2020
  • Recently, as autonomous vehicles and intelligent CCTV are growing more interest, the efficient object detection is essential technique. The DPM(Deformable Part Models) which is basis of this paper have used a typical object system that represents highly variable objects using mixtures of deformable part for object. Although it shows high detection performance by capturing part shape and configuration of object model, but it is limited to use in real application due to the complicated algorithm. In this paper, instead of image feature pyramid that takes up a large amount of computation in one part of the detector, we propose a method to reduce the computation speed by reconstructing a new image feature pyramid that uses adaptive bilinear interpolation of feature maps obtained on a specific image scale. As a result, the detection performance for object was lowered a little by 2.82%, however, the proposed detection method improved the speed performance by 10% in comparison with original DPM.

Globalization and Critical Review for the Korean Welfare State (세계화와 한국 사회복지의 비판적 검토)

  • Kim, Yung-Whoa;Lee, Ogg-Hee
    • Korean Journal of Social Welfare
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    • v.39
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    • pp.74-102
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    • 1999
  • The integrated global economic system have intensed Liberalization, dereguration, privatization. National states were subordinated in global economic system. To save social costs and to encourage the national competition power, the globalized market tends to reduce the domestic social expention. Truely anxious things are not the defectiveness of capitalism itself but neo-liberal measures of each national states. So neo-liberal globalization beat welfare states. Welfare and growth, accumulation and justice are inter-conflict elements, and these confliction is well explained in context of globalization. Stratigies of growth pursuing economic benefits subordinate social policy in economic policy. Globalization did not always reduce the power of national state, but each national states purposely reduce the power of state and state participations. Thus Globalization can be overcome and must be overcome, eventually, the history of social welfare in korea differ frome that of European states. Their's social welfare retrenchment have based on the excessly expeneded welfare provision, but the frame of social welfare in korea is not yet established in history. Fundamentally historic experiences between European and korean social welfare are different. So "the third way" in korea must be in carefull approaches and the social welfare policy in korea must purchase "anti-market policy" and the equal distribution.

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Design and Implement of Canonical XML Algorithm for Digital Signature System (전자서명 시스템을 위한 XML 정규화 알고리즘 설계 및 구현)

  • 유윤식;이강찬;전종홍;이원석;정회경
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.10a
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    • pp.504-507
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    • 2003
  • These days, XML is accepted and used to e-commerce market broadly. But by reason of XML document has autonomy of expression that can exist same form logically but several other forms physically, several problems ran happen in application that judge effectiveness as physical form such as XML digital signature. Therefore, it is recommending to propose and use Canonical XML algorithm to change identical XML document physically equally logically in W3C to solve this problems. We implemented system that run Canonical XML algorithm that suggested in W3C that can change to more elaborate regular document. Thus, interpretable with other application that takes W3C recommendation. Also, as well as use in digital signature system for web service is useful, use in several system that physical identify is required when it exchanges XML document for web service interoperability are considered to be valuable. Moreover, Adding the transformation ability between universal encoding scheme and EUC-KR that is internal encoding scheme should be Canonical XML Algorithm that is suited to internal circumstances, and this should be a foundation technique of international interoperability confirmedness.

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Development of Smart Etiquette System based on BLE and App (BLE 기반 스마트 에티켓 시스템 및 App 개발)

  • Hong, Seong-Pyo;Cho, Young-Ju
    • Journal of Digital Contents Society
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    • v.18 no.5
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    • pp.803-810
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    • 2017
  • Currently, every person possesses a smart phone due to the development of the IT industry. There is an improper situation in which a smart phone is not set in silent mode, such as a lecture room, a library, and a theatre hall. The proposed system automatically automates the function of smart phones where they are designated as a public place or etiquette area and automatically return the function of the smartphone if they deviate from the location of the site. It is also equipped with a combination of autonomous devices and services, based on Bluetooth communications, which are applied to ultra-light low-power IoT(Internet of Things) devices, and has features that allow diverse types of features and services to be added without requiring deformation of the hardware.

Implementation of Rotating Invariant Multi Object Detection System Applying MI-FL Based on SSD Algorithm (SSD 알고리즘 기반 MI-FL을 적용한 회전 불변의 다중 객체 검출 시스템 구현)

  • Park, Su-Bin;Lim, Hye-Youn;Kang, Dae-Seong
    • The Journal of Korean Institute of Information Technology
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    • v.17 no.5
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    • pp.13-20
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    • 2019
  • Recently, object detection technology based on CNN has been actively studied. Object detection technology is used as an important technology in autonomous vehicles, intelligent image analysis, and so on. In this paper, we propose a rotation change robust object detection system by applying MI-FL (Moment Invariant-Feature Layer) to SSD (Single Shot Multibox Detector) which is one of CNN-based object detectors. First, the features of the input image are extracted based on the VGG network. Then, a total of six feature layers are applied to generate bounding boxes by predicting the location and type of object. We then use the NMS algorithm to get the bounding box that is the most likely object. Once an object bounding box has been determined, the invariant moment feature of the corresponding region is extracted using MI-FL, and stored and learned in advance. In the detection process, it is possible to detect the rotated image more robust than the conventional method by using the previously stored moment invariant feature information. The performance improvement of about 4 ~ 5% was confirmed by comparing SSD with existing SSD and MI-FL.

A study on the variant placement method of the traditional wooden architecture, rafter (전통 목조건축 서까래의 이형적(異形的) 배치 방식 연구)

  • Hong, Eun-ki;Chang, Hun-duck
    • Korean Journal of Heritage: History & Science
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    • v.48 no.4
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    • pp.110-125
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    • 2015
  • This study is objected to investigate the repairing method and the modification period of rafters via the transformation traces left in the superciliums, where repair process takes places frequently. This is the basic research of analyzing the architectural features of Deokkeori, one of the additional-rafter methods. Deokkeori method can be described as using Deokdori in the top section of Hayeon, and placement of Sangyeon above it. This method was started to be used since middle of the Joseon dynasty period(middle 18th Century) and mainly used at 19th Century to resist the transformation caused by repairing. It had been gradually developed from non-application stage to application stage including additional usage of complement. The architectural features of Deokkeori can be categorized into four. First, the usage of Deokdori to connect Sangyeon to the top section of Hayeon. It reduct the direct connection between Sangyoen and Hayeon, therefore give constructive benefits and prevent the downfall of the eaves by increasing the power which pressing the top section of Hayeon. Second, it gives the autonomy to the inside structure of ceiling by comprising it. By using Deokdori, the limit of top section's longitude was eliminated while also simplify the upper section by blocking the inside structures with ceiling. In addition, the complements occasionally seen in several buildings increase the power which pressing Hayeon. Third, the ceiling's slope has been changed to be concerned with Sangyeon, instead of Hayeon which was highly related with it before. The last factor is the thickness of rafters which used in Deokkeori. The diameter is thiner in Sangyeon than Hayeon.

Magnetic Properties of Fe-6.0 wt%Si Alloy Dust Cores Prepared with Phosphate-coated Powders (인산염 피막처리 분말을 사용한 Fe-6.0 wt%Si 합금 압분자심의 자기적 특성)

  • Jang, D.H.;Noh, T.H.;Kim, K.Y.;Choi, G.B.
    • Journal of the Korean Magnetics Society
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    • v.15 no.5
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    • pp.270-275
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    • 2005
  • Dust cores (compressed powder cores) of $Fe-6.0wt\%Si$ alloy with a size of $35\~180\;{\mu}m$ in diameter have been prepared by phosphate coatings and annealings at $600\~900^{\circ}C$ for 1 h in nitrogen atmosphere. Further the magnetic and mechanical properties of the powder cores were investigated. As a general trends, the compressive strength and core loss decreased with the increase in annealing temperature. When annealed at $800^{\circ}C$, the compressive strength was 15 kgf, the permeability and quality factor were 74 and 26, respectively. Moreover the core loss at 50 kHz and 0.1 T induction was $750\;mW/cm^3$, and the percent permeability under the static field of 50 Oe was estimated to be about 78. In addition, the cut-off frequency in the cure representing the frequency dependence of effective permeability was measured to be around 200 kHz. These properties of the $Fe-6.0wt\%Si$ alloy dust cores could be considered to be due to the good insulation effect of iron-phosphate coats, the decrease in magnetocrystalline anisotropy and saturation magnetostriction and the increase in electric resistivity.

A Case Study on the Application of Creative Story Writing Project on Elementary Pre service Teachers (지구과학 창의적 이야기 쓰기 프로젝트 : 초등 예비교사들의 적용 사례 연구)

  • Kim, Yun-Ji;Jeong, Jin-Woo;Wee, Soo-Meen;Cheong, Cheol;Lee, Hyo-Nyong;Jang, Myoung-Duk
    • Journal of The Korean Association For Science Education
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    • v.30 no.2
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    • pp.234-248
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    • 2010
  • This study was conducted among 52 elementary pre service teachers not majoring in the natural sciences, who were taking Earth Science as an elective course at the University of Education located in central Korea. These elementary pre service teachers participated in story writing on the subject of earth system cycles over eight occasions. Changes in their understanding of the Earth's cycles were verified by comparing mind mapping exercises performed before and after the story writing. Afterwards, 43 out of the 52 subjects volunteered for structured interviews, in which they performed story-telling exercises. This study presents examples of story analysis that uses a variation of the wheel-shaped story map, and proposes story mapping as a preferred method of analysis. Before and after creative story writing activities, pre service teachers' mind mapping is analyzed to study possible positive changes. This study identified a gap between the instructional contents of the Earth system unit included in the 7th and current revised school curriculums on the one hand, and the conceptions expressed by the pre service teachers who studied these contents on the other.

Regulation of Blastocyst Differentiation by the Serial Exposure of Conconavalin A and $PGE_2$ (Concanavalin A와 $PGE_2$의 순차적 노출에 의한 포배의 분화 조절)

  • Cheon, Yong Pil
    • Development and Reproduction
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    • v.12 no.3
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    • pp.267-274
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    • 2008
  • Differentiation of blastocyst is critical step for implantation and is under the control of regulation factors originated from embryo or reproductive tracts. The sequential communication with those factors is suspected as critical events for differentiation. It has been suggested that intracellular signaling pathways activated by calcium is essential in differentiation of blastocyst. Previously, it was known that concanavalin A (Con A) increase the levels of free calcium in blastocyst stage. However, Con A can not accelerate the hatching, although heparin-binding epidermal growth factor-like growth factor (HB-EGF), a modulator of calcium level, accelerate the hatching of blastocyst. In this study, it was investigated whether Con A or prostaglandin $E_2$ ($PGE_2$) can modulate the differentiation of blastocyst. Con A accelerated the expansion of blastocyst in both 1 hr pulse treatment group and continuous treatment group. However, Con A significantly suppressed the hatching in both groups. The inhibition was significantly strong in continuous treatment group compared with 1 hr pulse treatment group. On the other hand, $PGE_2$ induced the increase the free calcium level, but did not accelerate the expansion. In addition $10{\mu}m\;PGE_2$ inhibited hatching. However, $PGE_2$ could accelerate hatching in Con A pretreated blastocyst. $PGE_2$ also caused the increase of free calcium level in Con A pretreated blastocyst. From these results, it is suggested that changes of the free calcium level induce a different calcium-mediated signaling pathways. In addition, sequential stimulation by signal molecules may triggers the cellular mechanisms for the differentiation of blastocyst.

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Acceptance, Modification and Rejection of Paternalism in Korean Medical Law (한국 의료법에서 후견주의 이념의 수용, 변형 그리고 거부 - 치료중단에 대한 법원 판결을 중심으로 -)

  • Kim, Na-Kyoung;Harmon, Shawn H.E.
    • Development and Reproduction
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    • v.14 no.2
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    • pp.143-154
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    • 2010
  • This article analyzes two leading Korean cases which led to opposite conclusions: the Boramae Hospital Case (Korean Supreme Court 2002 Do 995) and the Shinchon Severance Hospital Case (Korean Supreme Court 2009 Da 17471). In doing so, it pays particular attention to the acceptance, modification, and rejection of paternalism, specifically 'physician paternalism' and 'familial paternalism', both of which have long and strongly influenced the Korean medical environment. In Boramae Hospital, the Court emphasized the obligation of the physician in terms of the life of the patient (eg: protecting and preserving the life and welfare of the patient). Its position seemed to be based on the traditional physician paternalism which presupposes the ability of physicians to identify right and wrong choices according to natural laws. However, the Court saw itself as the final arbiter of who identifies and determines the real world content and consequences of that natural law. In short, the Court elevated itself to the supreme guardian of the patient, and held that its decision cannot be overruled by that of the patient's family. So without specifically referring to the importance of the family and the role of familial decisions, both long-observed traditions in medical decision-making in Korea, the Court shifted away from familial paternalism. In Shinchon Severance Hospital, the Court explained the meaning of the patient's powers of self-rulemore concretely, explaining its scope and substance in greater detail. The Court held that one can exercise the right of self-rule, even over issues such as death, in the form of 'previous medical directions'. However, this case does not represent a wholesale acceptance of medical autonomy (ie: it does not accept self-rule unconditionally). Rather, the Court accepted the importance of the opinions and decision of physicians and of the Hospital Ethics Commission, and the Court still retained to itself the authority to review and make alterations to 'material' decision. The Court did not overlook the importance of the decision of the patient's family, but it also did not relinquish its status as supreme guardian, emphasizing the 'objective' nature of a decision from the court.