• Title/Summary/Keyword: Mix-Method

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A Study on Improvement of the Human Posture Estimation Method for Performing Robots (공연로봇을 위한 인간자세 추정방법 개선에 관한 연구)

  • Park, Cheonyu;Park, Jaehun;Han, Jeakweon
    • Journal of Broadcast Engineering
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    • v.25 no.5
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    • pp.750-757
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    • 2020
  • One of the basic tasks for robots to interact with humans is to quickly and accurately grasp human behavior. Therefore, it is necessary to increase the accuracy of human pose recognition when the robot is estimating the human pose and to recognize it as quickly as possible. However, when the human pose is estimated using deep learning, which is a representative method of artificial intelligence technology, recognition accuracy and speed are not satisfied at the same time. Therefore, it is common to select one of a top-down method that has high inference accuracy or a bottom-up method that has high processing speed. In this paper, we propose two methods that complement the disadvantages while including both the advantages of the two methods mentioned above. The first is to perform parallel inference on the server using multi GPU, and the second is to mix bottom-up and One-class Classification. As a result of the experiment, both of the methods presented in this paper showed improvement in speed. If these two methods are applied to the entertainment robot, it is expected that a highly reliable interaction with the audience can be performed.

CO2 Evaluation of Reinforced Concrete Column Exposed to Chloride Attack Considering Repair Timing (보수시기를 고려한 염해에 노출된 콘크리트 교각의 탄소량 평가)

  • Kim, Seong-Jun;Kim, Young-Joon;Kwon, Seung-Jun
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.2 no.1
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    • pp.1-9
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    • 2014
  • In this paper, $CO_2$ amount is evaluated considering repairing timing and unit $CO_2$ amount per repair method including various stage of material manufacturing, moving, and construction. Four mix proportions with mineral admixture are considered and repairing timing/numbers are simulated based on the results from Life 365 which can handle chloride penetration. Furthermore two repair methods (simple cover concrete replacement and replacement with electro-chemical method for removing chloride content) are considered and the related $CO_2$ emissions are evaluated. From the study, the case with high W/B (water to binder ratio) ratio shows smaller $CO_2$ emission in construction stage but it increases more rapidly with increasing number of repair. $CO_2$ emission considering electro-chemical method greatly increases with the increasing unit $CO_2$ for the repairing method. The numbers of jumping step (repairing number) are evaluated to be 9 for WB37-OPC, 18 for WB50-OPC, 4 for WB40-SG, and 7 for WB47-SG respectively. RC structures with the longer maintenance free period are evaluated to be advantageous for saving $CO_2$ emission.

Box-Wilson Experimental Design-based Optimal Design Method of High Strength Self Compacting Concrete (Box-willson 실험계획법 기반 고강도 자기충전형 콘크리트의 최적설계방법)

  • Do, Jeong-Yun;Kim, Doo-Kie
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.19 no.5
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    • pp.92-103
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    • 2015
  • Box-Wilson experimental design method, known as central composite design, is the design of any information-gathering exercises where variation is present. This method was devised to gather as much data as possible in spite of the low design cost. This method was employed to model the effect of mixing factors on several performances of 60 MPa high strength self compacting concrete and to numerically calculate the optimal mix proportion. The nonlinear relations between factors and responses of HSSCC were approximated in the form of second order polynomial equation. In order to characterize five performances like compressive strength, passing ability, segregation resistance, manufacturing cost and density depending on five factors like water-binder ratio, cement content, fine aggregate percentage, fly ash content and superplasticizer content, the experiments were made at the total 52 experimental points composed of 32 factorial points, 10 axial points and 10 center points. The study results showed that Box-Wilson experimental design was really effective in designing the experiments and analyzing the relation between factor and response.

Compressional and Shear Wave Properties of Cement Grout Including Carbon Fiber (탄소섬유를 포함한 시멘트 그라우트의 압축파 및 전단파 특성)

  • Choi, Hyojun;Cho, Wanjei;Yune, Chanyoung
    • Journal of the Korean GEO-environmental Society
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    • v.22 no.12
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    • pp.15-24
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    • 2021
  • In Korea, which is mostly mountainous, the proportion of tunnel and underground space development are increasing. Although the ground is reinforced by applying the ground improvement method during underground space development, accidents still occur frequently in Korea. In the grouting method, a representative ground reinforcement method, the effect was judged by comparing the total amount of injection material with the amount of injection material used during the actual grouting construction. However, it is difficult to determine whether the ground reinforcement is properly performed during construction or within the target ground. In order to solve this problem, it is necessary to study a new method for quality control during or after construction by measuring electrical resistivity after performing grouting by mixing carbon fiber, which is a conductive material, and microcement, which is a grout material. In this study, as a basic study, a cement specimen mix ed with 0%, 3%, 5%, 7% of carbon fiber was prepared to evaluate the performance of the grout material mixed with carbon fiber, which is a conductive material. The prepared specimens were wet curing for 3 days, 7 days, and 28 days under 99% humidity, and then compression wave velocity and shear wave velocity were measured. As a result of the compression wave velocity and shear wave velocity measurement, it showed a tendency to increase with the increase in the compounding ratio of carbon fibers and the number of days of age, and it was confirmed that the elastic modulus and shear modulus, which are the stiffness of the material, also increased.

Reading Performance Test of RFID Technology for Curtain Wall Material (커튼월 관련 자재에서 RFID 적용을 위한 인식 성능 테스트)

  • Kim, Yong-Bae;Song, Jae-Hong;Yoon, Soo-Won;Chin, Sang-Yoon;Kwon, Soon-Wook;Kim, Yea-Sang
    • Korean Journal of Construction Engineering and Management
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    • v.9 no.1
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    • pp.176-186
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    • 2008
  • The radio frequency identification (RFID) technology allows various forms of applications in many industries including construction. and in Korea, RFID has already been adopted for the use in daily labor control, logistics monitoring of ready-mix concrete, supply chain management of long-lead items, such as structural steel members and curtain walls. Even though RFID tags have varied reading performances depending on various factors including material of tracking target and surrounding environment, there is no information on how much the reading performance of an RFID tag can be achieved against a specific construction components or materials. Therefore, the objective of this research is to identify the actual reading performance of various RFID technologies and to derive a method to maximize the reading performance for the use in the supply chain management process of curtain wall components.

Analysis of Information about Food and Nutrition Presented throughout Various Television Programs (텔레비전 프로그램을 통해 관찰한 식품영양정보의 사례분석)

  • Ryu, Hye-Sook;Kim, Ok-Sun;Choi, Hae-Yeon
    • The Korean Journal of Food And Nutrition
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    • v.24 no.4
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    • pp.680-686
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    • 2011
  • The purpose of this study was to analyze information about food and nutrition topics presented throughout the television broadcast media, thereby find out the optimal communication method to give desirable information to the general public. To perform this study were recruited and trained by monitoring education before and during the study. 3 domestic TV channels were selected to be monitored, for 3 months. Results of this study were as follows: First, the total reporting cases of information about foods and nutrition were 154, When each monitored contents was seen from the domain of programs, 128 cases(83.1%) were from current affairs and information program, and 26(16.9%) were from entertainment program. Second, according to survey by channel cases are 26(16.9%) from KBS, 54 cases(35.1%) from MBC, 74 cases(48.1%) from SBS, which means SBS reported the most about nutritional foods. Third, the frequency of reporting information on the overall diet and food & ingredient, cuisine & cookey, health & diet therapy and obesity & diet in order. Forth, among the 26 cases of positive or negative implications made by each cannel of KBS, 18 cases were delivered in positive ways, 7 cases had positive and negative point of views mix together, and 1 cases was negatively delivered. Finally, the most important thing is to organiae the advisory team by connecting mass media and specialist, and the educational program of nutrition should be developed for the communication of right information about foods and nutrition.

The commercial status of Myeongdong fashion and its development strategy for sustainable growth from the perspective of fashion business owners (패션 사업주의 관점에서 본 명동 패션 상권 현황 및 지속성장 발전방안)

  • Yu, Ji-Hyun;Im, Sung-Kyung
    • The Research Journal of the Costume Culture
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    • v.22 no.1
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    • pp.86-98
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    • 2014
  • This study analyzed fashion businesses based on the 6P's, products, prices, place, promotion, people, and patron for business owners in the Myeongdong commercial fashion district. Furthermore, this study proposed plans that would activate the Myeongdong fashion district and continuously develop it as a global fashion city. A survey was conducted from August to September, 2012 for 249 fashion business owners in Myeongdong. Eventually, only 208 questionnaires were used for the analysis. The research results were as follows. First, domestic brands have the largest share in the market and sales of fashion accessories were higher than the sales of clothes. Second, the prices for those fashion items ranged from low to mid-price. Third, the opening of new shops keeps increasing, and the size of the shops falls between ten and twenty pyeong generally. 'Self-production' was the highest form of production compared to any other form, and regarding importation sites, importation from overseas was the highest. Fourth, regarding promotion types, the sales in shops was the most commonly used promotion method compared to television and magazine advertising, and personal selling. Fifth, the proportion of male proprietors was larger than that of female proprietors. Most employees had less than five years of sales experience. Sixth, the main customers were females in their 20s and the proportions of Korean and foreign customers was similar.

Designing Password Input System Resistant on Shoulder Surfing Attack with Statistical Analysis (Shoulder Surfing 공격을 고려한 패스워드 입력 시스템 구현 및 통계적 검증)

  • Lim, Soo Min;Kim, Hyoung Joong;Kim, Seong Kee
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.9
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    • pp.215-224
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    • 2012
  • Using password on system is easy to build and shorten the access time to authorize user, which is high in use for vary system that requires users' authorization. Many input device are able to perform the password system easily, such as PC, smart-phone, tablet PC, etc. Beside the high usability of password, physical attack occurs when user put their password on the device, known as Shoulder Surfing attack. It used to be formed in numbers, characters or mix of different kinds, but new kind of password arose. Exploiting image or making scenarios are those kinds which are able to reflect users' intentions. Not many estimation exists for new password, so there's need to be standard for those new password for highlighting usability and accessability. In this paper, we propose password system with simple image and switching key-board to test statistical method to estimate usability on the password.

Fire Resistance Performance Test of High Strength Concrete by Type of Mineral Admixture (혼화재 종류에 따른 고강도 콘크리트의 내화성능 평가)

  • Kwon, Ki-Seok;Ryu, Dong-Woo
    • Journal of the Korea Institute of Building Construction
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    • v.15 no.6
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    • pp.597-605
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    • 2015
  • The method of concrete mix design used in this study aims to achieve the identical specified design strength, applying different types and replacement ratio of mineral admixtures and afterwards, fire tests were conducted using the standard time-temperature curve specified in the ASTM E119 to identify the influences of the types of mineral admixtures on the fire resistance performance of high strength concrete(HSC). The least spalling was observed in the test specimen containing blast furnace slag as a partial replacement of cement, while the most significant spalling phenomena were observed in the blast furnace slag test specimen that silica-fume was added in. In particular, the reasonable volume of spalling was observed when solely replaced by silica fume. However, the influence of the cement replacement by silica fume and blast furnace slag on the increases of spalling can be explained through blocked pores by the fine particles of silica fume, leading to decreases in permeability.

Engineering Properties of the Non-Cement Mortar using the Fly ash from Combined Heat Power Plant and Recycled Fine Aggregate (열병합발전소 플라이애시와 순환잔골재를 사용한 무시멘트 모르타르의 공학적 특성)

  • Nam, Han-Kook;Lim, Jeong-Geun;Lee, Sang-Soo
    • Journal of the Korea Institute of Building Construction
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    • v.15 no.6
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    • pp.553-559
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    • 2015
  • In this study, to suggest the application method of recycled fine aggregate, the non-cement mortar was prepared and studied with the binders of blast furnace slag, fly ash, and fly ash from combined heat power plant. As a basic experiment, a series of tests was conducted to determine the potions of the binders and types of activator. When the binder was consisted with 20% of fly ash and 40% of fly ash from combined heat power plant, the highest strength of the mortar was obtained, and as an activator, the combination of sodium hydroxide 2.5%, and calcium hydroxide 7.5% showed the highest strength of the mortar. Therefore, this study focuses on engineering properties of mortar contains fly ash from combined heat power plant and recycled fine aggregate according to replacement ratio of recycled fine aggregate based on the optimum mix from the basic experiment. As a result, the best replacement ratio of recycled fine aggregate is 75%.