• KSII Transactions on Internet and Information Systems (TIIS)
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• 제7권11호
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• pp.2824-2838
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• 2013

There has been a lot of attention paid recently to analyze dynamic human gestures that vary over time. Most attention to dynamic gestures concerns with spatio-temporal features, as compared to analyzing each frame of gestures separately. For accurate dynamic gesture recognition, motion feature extraction algorithms need to find representative features that uniquely identify time-varying gestures. This paper proposes a new feature-extraction algorithm using temporal self-similarity based on a hierarchical human model. Because a conventional temporal self-similarity method computes a whole movement among the continuous frames, the conventional temporal self-similarity method cannot recognize different gestures with the same amount of movement. The proposed model-based temporal self-similarity method groups body parts of a hierarchical model into several sets and calculates movements for each set. While recognition results can depend on how the sets are made, the best way to find optimal sets is to separate frequently used body parts from less-used body parts. Then, we apply a multiclass support vector machine whose optimization algorithm is based on structural support vector machines. In this paper, the effectiveness of the proposed feature extraction algorithm is demonstrated in an application for taebo gesture recognition. We show that the model-based temporal self-similarity method can overcome the shortcomings of the conventional temporal self-similarity method and the recognition results of the model-based method are superior to that of the conventional method.

• 제어로봇시스템학회논문지
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• 제16권3호
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• pp.269-276
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• 2010

In this paper, we present the detection method of moving objects based on two background models. These background models support to understand multi layered environment belonged in images taken by shaking camera and each model is MBM(Multiple Background Model) and TMBM (Temporal Median Background Model). Because two background models are Pixel-based model, it must have noise by camera movement. Therefore correlation coefficient calculates the similarity between consecutive images and measures camera motion vector which indicates camera movement. For the calculation of correlation coefficient, we choose the selected region and searching area in the current and previous image respectively then we have a displacement vector by the correlation process. Every selected region must have its own displacement vector therefore the global maximum of a histogram of displacement vectors is the camera motion vector between consecutive images. The MBM classifies the intensity distribution of each pixel continuously related by camera motion vector to the multi clusters. However, MBM has weak sensitivity for temporal intensity variation thus we use TMBM to support the weakness of system. In the video-based experiment, we verify the presented algorithm needs around 49(ms) to generate two background models and detect moving objects.

• Asian Journal of Innovation and Policy
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• 제11권2호
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• pp.258-276
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• 2022

The historical aspects, policies, institutions, awards and measurement results of scientific literacy and scientific culture development in Indonesia have currently attracted further exploration. This paper utilizes secondary data research, further analyzed by employing the Supplementary Analysis technique. The results revealed that the tradition of writing and publishing scientific journals in Indonesia has existed ever since the Dutch East Indies with the journal's publication entitled 'Natuurkundig tijdschrift voor Nederlandsch Indië' in 1850. To date, Indonesia has owned 5,990 nationally accredited journals. Policy support has been provided at the national and regional levels, despite limitations in cultivating literacy and reading habit. From the institutional perspective, Indonesia provides a wide array of public support, including the effort of the Ministry of Education and Culture for advocating the national literacy movement and the availability of a reference database and scientific access established by the National Library; the Indonesian Institute of Sciences, and the Ministry of Research and Technology. Similarly, in the award-related perspective, the Indonesia government has granted awards to individuals or groups and local governments engaging in the cultivation of scientific literacy and scientific culture. However, among the global measurements for literacy development in Indonesia (in 2020) recorded that three indicators scored less than those in 2019.

• 대한교통학회지
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• 제19권6호
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• pp.49-63
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• 2001

도시의 통행활동을 여객통행과 화물통행 등으로 구분하여 온 지는 오래 되었으나 지금까지 도시교통의 계획과 정비는 주로 여객교통을 중심으로 되어 왔다. 그렇지만 교통혼잡과 환경오염 등 날로 심각해지는 도시문제의 하나로 화물자동차의 통행 증가가 지적되고 있으며, 이를 해결하기 위해 도시물류의 정비가 중요하다는 인식이 점차 확산되고 있다. 특히 다빈도 소량운송 시대로의 전환과 택배산업의 활성화는 화물자동차 통행수요를 증가시킬 것으로 예상되어 화물자동차의 통행관리가 도시교통의 현안과제로 떠오르고 있다. 정부는 화물유통촉진법의 개정을 통하여 도시물류의 중요성과 정비방향을 제시함과 더불어 광역도시 단위의 도시물류정비계획 수립을 서두르고 있으나 도시물류의 정비에서 다루어야 할 내용이나 도시물류 정비를 이끌어야 할 공공부문의 역할에 대해서는 아직도 많은 연구가 필요한 상황이다. 본 연구는 도시물류를 정비하는데 있어 공공부문이 하여야 할 역할에 대해 논하였다. 연구의 범위는 중앙정부에서 시행할 국가물류의 대상은 제외하고 광역도시 단위에서 할 수 있는 사항을 중심으로 하였으며, 도시물류의 기능을 토대로 공공부문의 개입이 필요한 이유와 공공부문의 역할에 대해 정리하였다. 연구의 결과는 앞으로 도시물류정비계획의 수립에서 다루어야 할 사항과 공공부문의 개입 정도를 판단하는데 도움이 된다.

• 한국IT서비스학회지
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• 제20권6호
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• pp.45-62
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• 2021

After the COVID-19 outbreak in 2019, the spread of COVID-19 has not been easily caught despite preventive measures in each country. The spread of COVID-19 has hit the world, especially in the economic and tourism sectors. Countries around the world are easing restrictions on the movement of vaccinated people in preparation for the post-corona era. Under the name of "Vaccine Passport," "Vaccination Certificate," and "Digital Health Pass," vaccination measures are being implemented to allow vaccination recipients to use multi-use facilities. However, there is no international agreement on the movement of countries, and each country has its own immigration policy. In order to return to pre-corona daily life, global agreements must be reached from the movement of vaccinated people between countries, and standards and implementation methods must be determined. This study focuses on the implementation and utilization of vaccination certificates suitable for the COVID-19 era. We will look at the spread of COVID-19 and its international response policies. In the case of COVID-19, we will investigate why vaccination certificate installation should be standardized and how far the current standardization has been discussed, and discuss the characteristics of vaccination certificate installation and considerations. In order for the immunization certificate discussed in the previous chapter to be recognized internationally, institutional and technical considerations are identified and security factors that may occur in each implementation are also presented. Finally, the international recognition case of vaccination certificate is discussed, and the method of installation and utilization of vaccination certificate is proposed. This paper can be used as a policy because of its timeliness in studying the standards of vaccination certificates and considerations for international recognition to restore movement between countries in the spread of COVID-19. In addition, if other infectious diseases occur in the future or similar cases where movement between countries is restricted, it can be used as a reference to support the movement of verified people.

• 한국통신학회논문지
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• 제38B권1호
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• pp.63-71
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• 2013

무선 센서 네트워크에서 이동 싱크 그룹은 같은 임무를 수행하기 위해 지리적으로 공통적인 움직임을 가지며 동일한 데이터를 필요로 한다. 이들 그룹에 데이터를 전달하기 위해서는 이동 싱크 그룹의 현재 위치를 파악하고, 이를 소스에게 제공하는 기법이 중요해진다. 기존 연구에서는 영역 정보를 제공하기 위해 플러딩을 사용하여 모든 멤버 싱크들을 포함하는 영역을 계산하고 이 정보를 소스에게 전달하였다. 그러나 멤버 싱크들의 위치를 수집하기 위해 영역 안에서 매번 주기적으로 수행되는 플러딩과 소스로의 위치 업데이트는 에너지 소모 측면에서 상당한 오버헤드이다. 본 논문에서는 주기적인 플러딩과 위치 업데이트 없이 에너지 효율적으로 이동 싱크 그룹을 지원하는 방안을 제안한다. 제안 방안은 플러딩 없이 싱크 그룹의 고유한 성질을 이용하여 멤버 싱크 일부의 움직임으로 그룹 전체의 움직임을 근사하여 그룹의 위치를 계산할 수 있다. 또한, 제안 방안에서는 무선 통신 환경의 오버히어링(overhearing) 특성을 활용한 역전파 학습 방법으로 소스로의 지속적인 위치 업데이트 비용 없이 위치 정보를 전달한다. 시뮬레이션 결과는 이전 연구에 비해 에너지 소모 측면에서 상당히 개선되었음을 보여준다.

• 정보과학회 논문지
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• 제43권8호
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• pp.848-856
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• 2016

해상 안전을 위한 선박의 탐색 및 식별은 매우 중요하다. 선박의 탐색은 레이더로 가능하나, 식별은 선박자동식별장치, 통신장비, 시각 등에 의해 이루어지며, 이러한 식별수단이 불능 시 레이더 운용자의 경험과 지식을 바탕으로 선박의 기동특성을 참고하여 식별하는 매우 어려운 경우가 발생한다. 본 논문에서는 지속적인 관찰임무를 수행해야 할 선박 탐색요원의 임무를 보조하기 위하여 레이더 상 선박의 기동특성을 이용, 자동식별 및 사고발생 가능성을 탐지하는 방법을 제안한다. 4가지 유형의 선박 정보, 레이더 상 접촉거리 및 침로, 속력을 이용하여 그 특징을 추출하고, SVM을 활용하여 식별 정확도를 평가하였으며, 이를 이용한 자동식별 알고리즘을 통해 사고발생 가능성이 있는 선박을 선별하는 방법을 제시하였다. 실험 결과 90% 이상의 식별 정확도를 보였으며, 실제 사고선박인 세월호의 정보를 자동식별 알고리즘에 적용하여 선별 가능함을 보였다. 이 방법은 다양한 상황에서 선박 탐색요원의 경험과 지식을 효과적으로 보완하고, 다수의 선박 중 관심필요선박을 사전 식별하여 정보를 제공함으로서 탐색요원의 노력을 경감시키고, 문제점을 보다 빨리 인지하는데 도움이 될 것이다.

• 한국군사과학기술학회지
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• 제19권2호
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• pp.236-243
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• 2016

This paper presents a threat list acquisition method in an engagement area using the support vector machines (SVM). The proposed method consists of track creation, track estimation, track feature extraction, and threat list classification. To classify the threat track robustly, dynamic track estimation and pattern recognition algorithms are used. Dynamic tracks are estimated accurately by approximating a track movement using position, velocity and time. After track estimation, track features are extracted from the track information, and used to classify threat list. Experimental results showed that the threat list acquisition method in the engagement area achieved about 95 % accuracy rate for whole test tracks when using the SVM classifier. In case of improving the real-time process through further studies, it can be expected to apply the fire control systems.

• 한국전문물리치료학회지
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• 제19권1호
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• pp.28-36
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• 2012

This study used an unstable platform to change the support surface type and position of both lower limbs in order to determine changes in weight distribution and muscle including the vastus medialis, tibialis anterior, lateral hamstring, and lateral gastrocnemius of both lower limbs were evaluated during knee joint flexing and extending in a semi-squat movement in 32 hemiplegic patients. The support surface conditions applied to the lower limbs were divided into four categories: condition 1 had a stable platform for both lower limbs; condition 2 had an unstable platform for the non-hemiplegic side and a stable platform for the hemiplegic side; condition 3 had a stable platform for the non-hemiplegic side and an unstable platform for the hemiplegic side; and condition 4 had an unstable platform for both sides. The normalized EMG activity levels of muscles and weight bearing ratio of both sides in the four surface conditions were compared using repeated measures ANOVA. A significant increase was found in the weight support distribution for the hemiplegic side in flexing and extending sessions in condition 2 compared to the other conditions (p<.05). A statistically significant decrease in significant decrease in asymmetrical weight bearing in flexing and extending sessions was observed for condition 2 compared to the other conditions (p<.05). A similar significant decrease was found in differences in muscular activity for both lower limbs in condition 2 (p<.05). The muscular activity of the hemiplegic side, based on the support surface for each muscle showed a significantly greater increase in condition 2 (p<.05). An unstable platform for the non-hemiplegic side and a stable platform for the hemiplegic side therefore increased symmetry in terms of the weight support distribution rate and muscle activity of lower limbs in hemiplegic patients. The problem of postural control due to asymmetry in hemiplegic patients should be further studied with the aim of developing continuous effects of functional training based on the type and position of the support surfaces and functional improvement.

• 한국지반공학회:학술대회논문집
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• 한국지반공학회 2010년도 추계 학술발표회
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• pp.1039-1049
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• 2010

Excavation support systems are the temporary earth retaining structures that can prevent the lateral movement of soils. The systems are initially performed before other construction operations and have a great impact on the entire construction period. The temporary support system in Korea have been carried out generally along with installing supports, which are struts, tiebacks, and rakers. However, most of existing support systems in application relatively have limitations such as cost increase, construction configuration, and displacement occurred with support systems. Thus, a new retaining support system (referred to as the SSR, New Construction Technology No. 533) was developed to solve the aforementioned problems. This study introduces the design, construction, and maintenance of the SSR system under the different construction conditions. The behavior and characteristics of the SSR system were identified based on the case studies.