• Title/Summary/Keyword: IT-fusion

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Multi-classifier Decision-level Fusion for Face Recognition (다중 분류기의 판정단계 융합에 의한 얼굴인식)

  • Yeom, Seok-Won
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.49 no.4
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    • pp.77-84
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    • 2012
  • Face classification has wide applications in intelligent video surveillance, content retrieval, robot vision, and human-machine interface. Pose and expression changes, and arbitrary illumination are typical problems for face recognition. When the face is captured at a distance, the image quality is often degraded by blurring and noise corruption. This paper investigates the efficacy of multi-classifier decision level fusion for face classification based on the photon-counting linear discriminant analysis with two different cost functions: Euclidean distance and negative normalized correlation. Decision level fusion comprises three stages: cost normalization, cost validation, and fusion rules. First, the costs are normalized into the uniform range and then, candidate costs are selected during validation. Three fusion rules are employed: minimum, average, and majority-voting rules. In the experiments, unfocusing and motion blurs are rendered to simulate the effects of the long distance environments. It will be shown that the decision-level fusion scheme provides better results than the single classifier.

Improvement of Dissolution Rate for Zaltoprofen Tablets Using CMC and HPMC (CMC와 HPMC를 이용한 잘토프로펜 정제의 용출률 개선)

  • Park, Hyun-Jin;Hong, Hee-Kyung;Song, Yi-Seul;Hong, Min-Sung;Seo, Han-Sol;Hong, Dong-Hyun;Lee, Dong-Won;Khang, Gil-Son
    • Polymer(Korea)
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    • v.34 no.4
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    • pp.300-305
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    • 2010
  • Zaltoprofen is a propionic acid derivative of non-steroidal anti-inflammatory drugs (NSAIDs) and has been widely used in the treatment of a number of arthritic conditions or lumbago. Zaltoprofen has low water solubility and low bioavailability, therefore great efforts have been devoted to enhance the extent of drug adsorption. In this study, zaltoprofen was formulated into a tablet to enhance the bioavailability and to achieve sustained-release using additives such as lactose monohydrate, carboxymethylcellulose (CMC), hydroxypropylmethylcellulose (HPMC). Fourier transform-infrared (FTIR) and differential scanning calorimeter (DSC) were employed to study the structure and crystallization of zaltoprofen in the tablet with various contents of additives. It was found that additives had interactions with zaltoprofen and inhibited the crystallization of zaltoprofen. Tablets containing low viscosity HPMC showed a higher release than those containing high viscosity HPMC. Also, as the amount of CMC increased zaltoprofen release increased.

Construction of Yeast Strain Suitable for Bioethanol Production by Using Fusion Method (융합법을 이용한 바이오에탄올 생산에 적합한 효모균주의 구축)

  • Kim, Yeon-Hee
    • Journal of Life Science
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    • v.29 no.3
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    • pp.376-381
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    • 2019
  • To construct useful yeast strain for bioethanol production, we improved yeast harboring various phenotypes by using yeast protoplast fusion method. In this study, S. cerevisiae BYK-F11 strain which have ethanol tolerance, thermotolerance and ${\beta}-glucanase$ activity and P. $stipitis{\Delta}ura$ strain which has xylose metabolism pathway were fused by genome shuffling. P. $stipitis{\Delta}ura$ strain was constructed for protoplast fusion by URA3 gene disruption, resulting in uracil auxotroph. By protoplast fusion, several fused cells were selected and BYKPS-F8 strain (fused cell) showing both karyotypes from two parent strains (S. cerevisiae BYK-F11 and P. $stipitis{\Delta}ura$ strain) among 22 fused cells was finally selected. Sequentially, various phenotypes such as ${\beta}-glucanase$ activity, xylose utility, ethanol tolerance, thermotolerance and ethanol productivity were analyzed. The BYKPS-F8 strain obtained ${\beta}-glucanase$ activity from BYK-F11 strain and 1.2 fold increased xylose utility from P. $stipitis{\Delta}ura$ strain. Also, the BYKPS-F8 strain showed thermotolerance at $40^{\circ}C$ and increased ethanol tolerance in medium containing 8% ethanol. In this fused cell, 7.5 g/l ethanol from 20 g/l xylose was produced and the multiple phenotypes were stably remained during long term cultivation (260 hr). It was proved that novel biological system (yeast strains) is easily and efficiently bred by protoplast fusion among yeasts having different genus.

A Study on Utility of the Specialized Exhibition Using IT Technology - Focussing on Attendees including On-line Invitation Visitors - (IT기술을 이용한 전문 전시회의 효용성에 대한 연구 - 온라인 초청 관람객을 포함한 관람객을 중심으로 -)

  • Kim, Young Soo;Joe, Yong Geun;Jang, Yoon Jeong;Yoo, Hee Eun;Kim, Kyung Hoon
    • Korea Science and Art Forum
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    • v.21
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    • pp.105-116
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    • 2015
  • This study intended to give helps in planning a specialized exhibition by carrying out a survey objecting to KOREA PACK 2015 attendees including visitors who possessed mobile coupons after finishing advance registration through on-line, and then investigating, analyzing satisfactions of attendees together with effects of the specialized exhibition using IT technology. As a lot of relevant preceeding researches have been made by focussing on exhibition organizer and exhibitors, the viewpoints of attendees at the specialized exhibition using IT conversing technology such as mobile and etc. were to be investigated and analyzed. Thus, this research tried to do an empirical identification on effects of the exhibition by analyzing relations between its watching forms and satisfactions including a survey on the on-line PR route utility of IT technology in addition to visiting motives of attendees who watched the exhibition. A summarization of the current study is followed: First, in case of attending in the exhibition for specific purposes, they searched related information positively, and were shown as doing information gathering behaviors and also high possibility on purchases was confirmed. Second, it was confirmed that positive attendees had decision-making on purchases. This finding means that attendees who watch the specialized exhibition have authority and responsibility of being able to purchase in many cases, so methods of improving sales by effectively doing PR on own products and technical competitiveness in the exhibition are necessary to exhibitors. Third, attendees who have specific purposes showed higher satisfactions on the exhibition than general visitors, but satisfactions on consultation, staff attitudes, and facility were turn out to be higher than providing related information on products or technology. Accordingly, the necessity of improving this outcome was confirmed. Therefore, exhibitors have to endeavor in providing more advanced services to attendees of the exhibition by grasping technical trends in advance as well as cultivating professional staff who can promote products well.

Forward Error Correction based Adaptive data frame format for Optical camera communication

  • Nguyen, Quoc Huy;Kim, Hyung-O;Lee, Minwoo;Cho, Juphil;Lee, Seonhee
    • International journal of advanced smart convergence
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    • v.4 no.2
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    • pp.94-102
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    • 2015
  • Optical camera communication (OCC) is an extension of Visible Light Communication. Different from traditional visible light communication, optical camera communications is an almost no additional cost technology by taking the advantage of build-in camera in devices. It was became a candidate for communication protocol for IoT. Camera module can be easy attached to IoT device, because it is small and flexible. Furthermore almost smartphone equip one or two camera for both back and font side with high quality and resolution. It can be utilized for receiving the data from LED or positioning. Actually, OCC combines illumination and communication. It can supply communication for special areas or environment where do not allow Radio frequency such as hospital, airplane etc. There are many concept and experiment be proposed. In this paper we proposed utilizing Android smart-phone camera for receiver and introduce new approach in modulation scheme for LED at transmitter. It also show how Manchester coding can be used encode bits while at the same time being successfully decoded by Android smart-phone camera. We introduce new data frame format for easy decoded and can be achieve high bit rate. This format can be easy to adapt to performance limit of Android operator or embedded system.

A Study on Next Generation HTTP-based Adaptive Streaming Transmission Protocol for Realistic Media (실감미디어 전송을 위한 차세대 HTTP 기반 적응적 스트리밍 전송 프로토콜 연구)

  • Song, Minjeong;Yoo, Seong-geun;Park, Sang-il
    • Journal of Broadcast Engineering
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    • v.24 no.4
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    • pp.602-612
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    • 2019
  • Various streaming technologies are being studied to guarantee the QoE of viewers due to the development of realistic media. HTTP adaptive streaming is a typical example, and it is based on HTTP / 1.1 and TCP. These protocols have become one of the causes of delaying the image delay and increasing the waiting time of web pages. Therefore, in this paper, we propose a QUIC-DASH system applying the UDP-based transmission protocols QUIC and HTTP / 2 to the MPEG-DASH system after analyzing various transmission protocols and development process of HTTP. Through experiments, the QUIC-DASH system confirmed the possibility of providing optimal performance in terms of transmission speed of LTE environment than existing system. We also suggest various future studies for better performance.

Cryogenic fracture behaviors and polarization characteristics according to sensitizing heat treatment on structural material of the nuclear fusion reactor (핵 융합로 구조재료의 예민화 열처리에 따른 극저온 파괴거동 및 분극특성)

  • Kwon, Il-Hyun;Chung, Se-Hi
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.22 no.2
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    • pp.311-320
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    • 1998
  • The cryogenic fracture behaviors of austenitic stainless steel HN2 developed for nuclear fusion reactor were evaluated quantitatively by using the small punch(SP) test. The electrochemical polarization test was applied to study thermal aging degradation of HN2 steel. The X-ray diffraction(XRD) analysis was conducted to detect carbides and nitrides precipitated on the grain boundary of the heat treated HN2 steel. The mechanical properties of the HN2 steel significantly decreased with increasing time and temperature of heat treatment or with decreasing testing temperature. The integrated charge(Q) obtained from electrochemical polarization test showed a good correlation with the SP energy(ESP) obtained by means of SP tests. From the results observed in the x-ray diffraction and anodic polarization curve, it was known that the material the grain boundary. Combining SP test and electrochemical polarization test, it could be useful tools to non-destructively evaluate the cryogenic fracture behaviors and the aging degradation for cryogenic structural material.

EFFICIENT IHS BASED IMAGE FUSION WITH 'COMPENSATIVE' MATRIX CONSTRUCTED BY SIMULATING THE SCALING PROCESS

  • Nguyen, TienCuong;Kim, Dae-Sung;Kim, Yong-Il
    • Proceedings of the KSRS Conference
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    • v.2
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    • pp.639-642
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    • 2006
  • The intensity-hue-saturation (IHS) technique has become a standard procedure in image analysis. It enhances the colour of highly correlated data. Unfortunately, IHS technique is sensitive to the properties of the analyzed area and usually faces colour distortion problems in the fused process. This paper explores the relationship of colour between before and after the fused process and the change in colour space of images. Subsequently, the fused colours are transformed back into the 'simulative' true colours by the following steps: (1) For each pixel of fused image that match with original pixel (of the coarse spectral resolution image) is transformed back to the true colour of original pixel. (2) The value for interpolating pixels is compensated to preserve the DN ratio between the original pixel and it's vicinity. The 'compensative matrix' is constructed by the DN of fused images and simulation of scaling process. An illustrative example of a Landsat and SPOT fused image also demonstrates the simulative true colour fusion methods.

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AN EXPERIMENTAL STUDY ON THE EFFECT OF HYDROCORTISONE IN THE FUSION MECHANISM OF THE SECONDARY PALATINE SHELVES IN THE RAT (Hydrocortisone이 백서 구개유합 과정에 미치는 영향에 관한 실험적 연구)

  • Lee, Hee Ju
    • The korean journal of orthodontics
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    • v.11 no.2
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    • pp.57-64
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    • 1981
  • The purpose of this study was to investigate the effect of hydrocortisone in the fusion mechanism of the secondary palatine shelves in the rat. Pregnant rats were injected with 5.0 mg/100 gm body weight of hydrocortisone for 3 days between the 7th day and the 9th day of pregnancy. Between the 14th day md the 18 day of pregnancy, the fetuses were removed and decapitated to be immersed in $10\%$ formalin and Carney's solution. Preparations were stained with alizarin red S, hematoxylin-eosin and alcian blue respectively, and partly were treated for Periodic acid-Schiff reaction. The results were as followings: 1. The incomplete fusion of the palatal epithelium took place though the polarity of epithelial cells. 2. At the edge of shelves the differentiation of mesenchymal cells was observed, but the inter penetration of mesenchyme was not shown. 3. It was considered that the phenomenon of hypocalcification in matrix had relation to the decrease stainability to alizarin red S in shelves. 4. It might be concluded that the connective tissue under epithelium showed the decrease tendency to alcian blue and PAS reaction due to the inhibition of the synthesis of the mucopolysaccharide.

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Weldability of SUS304 and Ti Dissimilar Welds with Various Welding Speed using Single Mode Fiber Laser (싱글모드 파이버 레이저를 이용한 SUS304와 Ti 이종재료의 용접속도에 따른 용접특성)

  • Lee, Su-Jin;Katayama, Seiji;Kim, Jong-Do
    • Journal of Welding and Joining
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    • v.31 no.5
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    • pp.64-70
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    • 2013
  • The joining of Ti and SUS304 dissimilar metals is one of the effective measures to save rare metal. But Ti and SUS304 have differences in materials properties, and Ti and Fe intermetallic compounds such as TiFe and $TiFe_2$ are easily formed in weld fusion zone between Ti and SUS304. Nevertheless, in this study, full penetration lap dissimilar welding of Ti and SUS304 using single-mode fiber laser with ultra-high welding speed was tried, and it was found out that ultra-high welding speed could control the generation of intermetallic compound. To recognize the formation of intermetallic phase in the weld fusion zone and the compound zone of interface weld area were observed and analyzed using energy dispersive X-ray spectroscopy (EDX). And it was confirmed that the ultra-high welding speed could reduce amount of intermetallic compounds, but the intermetallic compounds were existed in the weld fusion zone under the all conditions.