• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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• pp.559-562
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• 2003

A motion-based background subtraction method without geometric computation is proposed, allowing that the camera is moving parallel to the ground plane with uniform velocity. The proposed method subtracts the background region from a given image by evaluating the difference between calculated and model Hows. This approach is insensitive to small errors of calculated optical flows. Furthermore, in order to tackle the significant errors, a strategy for incorporating a set of optical flows calculated over different frame intervals is presented. An experiment with two real image sequences, in which a static box or a moving toy car appears, to evaluate the performance in terms of accuracy under varying thresholds using a receiver operating characteristic (ROC) curve. The ROC curves show, in the best case, the figure-ground segmentation is done at 17.8 ％ in false positive fraction (FPF) and 71.3％ in true positive fraction (TPF) for the static-object scene and also at 14.8％ in FPF and 72.4％ In TPF for the moving-object scene, regardless if the calculated optical flows contain significant errors of calculation.

• 전기의세계
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• 제28권4호
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• pp.39-46
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• 1979

The effective ionization coefficient in $SF_{6}$/$N_{2}$ mixtures was attempted to derive from the pure gases. Measurements of static breakdown voltage were made under the uniform field at pressures up to 4 bar in order to compare with the results obtained from this assumption. The relative performance of $SF_{6}$/$N_{2}$ mixtures to pure $SF_{6}$ was also investigated. The effect of surface roughness on discharge thresholds in $SF_{6}$/$N_{2}$ mixtures was calculated employing the simplified model and mesurements of breakdown voltages for a gap with an artificial protrustion were also made. The experimental results show that the effective ionization coefficient in gas mixtures can not be reliably estimated from the values measured for the pure gases. Therefore, basic parameters for $SF_{6}$/$N_{2}$ mixtures must be measured by investigation of the mixtures themselves. The relative performance of mixtures to pure $SF_{6}$ could be considered with the values of pR.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권2호
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• pp.312-334
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• 2023

In large-scale computing, cloud computing plays an important role by sharing globally-distributed resources. The evolution of cloud has taken place in the development of data centers and numerous servers across the globe. But the cloud information centers incur huge operational costs, consume high electricity and emit tons of dioxides. It is possible for the cloud suppliers to leverage their resources and decrease the consumption of energy through various methods such as dynamic consolidation of Virtual Machines (VMs), by keeping idle nodes in sleep mode and mistreatment of live migration. But the performance may get affected in case of harsh consolidation of VMs. So, it is a desired trait to have associate degree energy-performance exchange without compromising the quality of service while at the same time reducing the power consumption. This research article details a number of novel algorithms that dynamically consolidate the VMs in cloud information centers. The primary objective of the study is to leverage the computing resources to its best and reduce the energy consumption way behind the Service Level Agreement (SLA)drawbacks relevant to CPU load, RAM capacity and information measure. The proposed VM consolidation Algorithm (PVMCA) is contained of four algorithms: over loaded host detection algorithm, VM selection algorithm, VM placement algorithm, and under loading host detection algorithm. PVMCA is dynamic because it uses dynamic thresholds instead of static thresholds values, which makes it suggestion for real, unpredictable workloads common in cloud data centers. Also, the Algorithms are adaptive because it inevitably adjusts its behavior based on the studies of historical data of host resource utilization for any application with diverse workload patterns. Finally, the proposed algorithm is online because the algorithms are achieved run time and make an action in response to each request. The proposed algorithms' efficiency was validated through different simulations of extensive nature. The output analysis depicts the projected algorithms scaled back the energy consumption up to some considerable level besides ensuring proper SLA. On the basis of the project algorithms, the energy consumption got reduced by 22% while there was an improvement observed in SLA up to 80% compared to other benchmark algorithms.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제7권11호
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• pp.2597-2615
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• 2013

This paper proposes a dynamic downlink load control scheme that jointly employs dynamic load threshold management and virtual coverage management schemes to reduce the degree of performance degradation due to traffic overload in two-tier femtocell networks. With the proposed scheme, the downlink load in a serving macrocell is controlled with a load threshold which is adjusted dynamically depending on the varying downlink load conditions of neighboring macrocells. In addition, traffic overloading is alleviated by virtually adjusting the coverage of the overloaded serving macrocell, based on the adjusted load threshold of the serving macrocell. Simulation results show that the proposed scheme improves the performance of two-tier femtocell networks in terms of the outage probability and sum throughput. This improvement is significantly increased with appropriate values of load thresholds and with an intermediate-level adjustment of the virtual coverage area (i.e., handover hysteresis margin: HOM). Furthermore, the proposed scheme outperforms both a previously proposed load control scheme with a static load threshold and the LTE system without a HOM adjustment.

• 한국정보컨버전스학회:학술대회논문집
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• 한국정보컨버전스학회 2008년도 International conference on information convergence
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• pp.145-150
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• 2008

This thesis explores the problem of reconstructing a three-dimensional(3D) scene given a set of images or image sequences of the scene. It describes efficient methods for the 3D reconstruction of static and dynamic scenes from stereo images, stereo image sequences, and images captured from multiple viewpoints. Novel methods for image-based and volumetric modelling approaches to 3D reconstruction are presented, with an emphasis on the development of efficient algorithm which produce high quality and accurate reconstructions. For image-based 3D reconstruction a novel energy minimisation scheme, Iterated Dynamic Programming, is presented for the efficient computation of strong local minima of discontinuity preserving energyy functions. Coupled with a novel morphological decomposition method and subregioning schemes for the efficient computation of a narrowband matching cost volume. the minimisation framework is applied to solve problems in stereo matching, stereo-temporal reconstruction, motion estimation, 2D image registration and 3D image registration. This thesis establishes Iterated Dynamic Programming as an efficient and effective energy minimisation scheme suitable for computer vision problems which involve finding correspondences across images. For 3D reconstruction from multiple view images with arbitrary camera placement, a novel volumetric modelling technique, Embedded Voxel Colouring, is presented that efficiently embeds all reconstructions of a 3D scene into a single output in a single scan of the volumetric space under exact visibility. An adaptive thresholding framework is also introduced for the computation of the optimal set of thresholds to obtain high quality 3D reconstructions. This thesis establishes the Embedded Voxel Colouring framework as a fast, efficient and effective method for 3D reconstruction from multiple view images.

• 한국정보과학회논문지:소프트웨어및응용
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• 제27권5호
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• pp.529-542
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• 2000

최근 들어 멀티 미디어 정보의 사용이 급격히 증가하면서, 여러 미디어 형태 중 비디오가 많은 각광을 받으며, 다른 타입의 모든 미디어 정보를 하나의 자료 흐름으로 묶고 있다. 디지털 비디오의 실용 가능성은 크게 증대되고 있으나 비디오의 방대한 길이와 비구조적 형식 때문에 효과적인 비디오의 접근은 어려운 실정이다. 따라서 최근에 개발되는 영상과 비디오 정보 관리 시스템은 본 논문에서 제안하는 사용자의 최소 상호 작용과 비디오 구조의 명확한 정의를 필요로 한다. 본 논문에서는 사용자가 쉽게 비디오 내용을 요약한 형태로 보고, 임의로 접근 할 수 있도록 클러스터링 기반 비디오 계층 구조 구축 시스템을 제시한다. 제안된 시스템은 크게 샷 경계면 검출과 계층 구조 구축 단계로 이루어진다. 샷 경계면 검출 단계에서는 복수 특징들을 추출하고, 이웃한 프레임 쌍들에 대한상호관계를 고려한 시간 적응적 필터링 기법을 이용하여 오판될 수 있는 왜곡 성분을 제거함으로써 성능을 향상시켰다. 처리된 복수 특징들은 임계치를 필요로 하지 않는 k-means 클러스터링의 입력으로 사용되어 샷 경계면을 검출한다. 결과인 순차적인 샷 리스트는 시간 지역성과 장면 구조를 효과적으로 모델링하는 특성을 가진 지능적 비감독 클러스터링 기법에 의해 계층 구조로 표현된다. 실험은 정적 영화 비디오와 동적 영화 비디오를 대상으로 수행하였으며, 샷 경계면 검출에서는 평균적으로 95%의 정확성을 보였으며 장면 경계면 검출을 하는 비디오 계층 구조 구축에서도 어느 정도 정확한 장면 경계면 검출 결과를 보였다.

• 한국의학물리학회지:의학물리
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• 제26권3호
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• pp.127-136
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• 2015

본 연구의 목적은 진폭 기반 호흡연동 체적변조회전방사선치료의 선량학적인 평가를 하고자 한다. 이 치료를 받은 환자의 호흡 Log 파일을 획득하여 분석하였으며, 4D CT 호흡 형태의 40%~60% 위상 영상 구간 진폭을 기준으로 치료 Log 파일 호흡 진폭의 구간이 4D CT의 진폭 구간과 일치하는 호흡 형태(CBP)와 일치하지 않는 호흡 형태(IBP)로 구분하였다. 상대적인 등선량 분포는 EBT3 필름을 사용하여 측정하였으며, 절대 선량 측정은 PTW $0.6cm^3$ 이온전리함을 이용하여 측정하였다. 감마 인덱스 3%/3 mm을 적용한 환자 1, 2, 3의 CBP 호흡인 경우 각각 93.18%, 91.16%, 95.46%이며, 환자 1, 2, 3의 IBP 호흡인 경우 각각 66.77%, 48.79%, 40.36%으로 분석되었다. 또한 감마 인덱스 2%/2 mm을 적용한 환자 1, 2, 3의 CBP 호흡인 경우 각각 73.05%, 67.14%, 86.85%이며, IBP 호흡인 경우 각각 46.53%, 32.73%, 36.51%으로 분석되었다. 모든 CBP호흡인 경우의 이온전리함 측정값은 치료계획 시스템에서 계산된 값과 평균 3.5% 이내로 일치하였으며, 정적인 팬톰 조사와의 차이는 평균 2.0% 이내로 일치하였다. 환자 3의 IBP 호흡인 경우 이온전리함 측정값과 계산된 값과의 차이가 평균 56%로 큰 차이를 보였다. 이는 4D CT의 진폭 구간과 치료시의 진폭 구간의 차이가 크기 때문인 것으로 사료되며, 4D CT 모의 치료시와 환자 치료시의 진폭의 크기를 일정하게 유지하는 것이 중요하다고 판단된다.