• 제목/요약/키워드: Local mapping

검색결과 370건 처리시간 0.026초

지역특징분석을 이용한 SVM 커널 디자인 (SVM Kernel Design Using Local Feature Analysis)

  • 이일용;안정호
    • 디지털콘텐츠학회 논문지
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    • 제11권1호
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    • pp.17-24
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    • 2010
  • 얼굴인식과 같은 고차원 영상의 패턴분류 문제에서는 특징추출과정이 필수적이라 할 수 있다. 특징추출방법 중 부분공간기법은 데이터의 표현이 우수할 뿐만 아니라 차원 감소 면에서도 효율적이라 보고되고 있으며, 그 대표적인 방법으로 주성분분석, 선형판별분석 등이 널리 알려져 있다. 하지만, 이들 방법은 전역적 변환 방법으로써 포즈, 조명 등의 변화에 민감하여, 그 변화량이 크면 전역적 변환으로 인한 얼굴정보가 전체적으로 손실될 가능성이 크다. 따라서, 이러한 변화들에 대해 잘 대처하기 위해서는 얼굴영상에서 변화들을 상쇄시키는 정규화 작업을 수행해야만 한다. 정규화를 추구하는 이유는 일반적인 얼굴과 가깝게, 다시말해 평균 얼굴과 가깝게 하기 위함이고, 이러한 정규화를 위해서는 부분적 변환 방법이 이상적이라 할 수 있다. 이 방법은 변환으로 인한 얼굴 정보가 부분적 손실만을 유발하기 때문에 전역적 변환 방법에 비해 적합하다고 할 수 있다. 본 논문에서는 지역적 부분공간기법 중 지역특징분석을 SVM커널에 적용하여, 기존 SVM다항식커널에 지역적 정보를 포함시킴으로써, 보다 강력하고 새로운 SVM커널을 디자인하였다.

MMS를 활용한 지자체 지하시설물 DB의 유지관리 방법론 연구 I (A Study on Management Methodology of Local Government Underground Facility Database Using Mobile Mapping System I)

  • 유지호;용민;김태엽;이현직
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2004년도 춘계학술발표회논문집
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    • pp.353-359
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    • 2004
  • Underground facility DB that is constructed by NGIS project need efficient management methodology, because falling-off in quality was worried by confused of existing management affair and management affair of computerization environment. Through analysis of existing management affair, underground facility DB and management system decide that modification/renewal factor of underground facility DB and subject affair Through modification/renewal factor of underground facility DB, developed underground facility DB management methodology using MMS. Result that apply developed management methodology to subject affair, existing affair environment improved to computerization environment and Could improve underground facilities DB authoritativeness.

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A D2D communication architecture under full control using SDN

  • Ngo, Thanh-Hai;Kim, Younghan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권8호
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    • pp.3435-3454
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    • 2016
  • Device-to-device (D2D) communication is a potential solution to the incessant increase in data traffic on cellular networks. The greatest problem is how to control the interference between D2D users and cellular mobile users, and between D2D users themselves. This paper proposes a solution for this issue by putting the full control privilege in cellular network using the software-defined networking (SDN) concept. A software virtual switch called Open vSwitch and several components are integrated into mobile devices for data forwarding and radio resource mapping, whereas the control functions are executed in the cellular network via a SDN controller. This allows the network to assign radio resources for D2D communication directly, thus reducing interference. This solution also brings out many benefits, including resource efficiency, energy saving, topology flexibility, etc. The advantages and disadvantages of this architecture are analyzed by both a mathematical method and a simple implementation. The result shows that implementation of this solution in the next generation of cellular networks is feasible.

에피택셜 VO2 박막의 상전이에 대한 미시적 이해 (Nanoscopic Understanding of Phase Transition of Epitaxial VO2 Thin Films)

  • 김동욱;손아름
    • 한국표면공학회지
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    • 제50권3호
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    • pp.141-146
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    • 2017
  • We investigated configuration of metallic and insulating domains in $VO_2$ thin films, while spanning metal-insulator phase transition. Kelvin probe force microscopy, of which spatial resolution is less than 100 nm, enables us to measure local work function (WF) at the sample surface. The WF of $VO_2$ thin films decreased (increased) as increasing (decreasing) the sample temperature, during the phase transition. The higher and lower WF regions corresponded to the insulating and metallic domains, respectively. The metallic fraction, estimated from the WF maps, well explained the temperature-dependent resistivity based on the percolation model. The WF mapping also showed us how the structural defects affected the phase transition behaviors.

블러기반 움직임 벡터와 오차 영상 보상을 이용한 물체지향 부호화기 (Object-oriented coder using block-based motion vectors and residual image compensation)

  • 조대성;박래홍
    • 전자공학회논문지B
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    • 제33B권3호
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    • pp.96-108
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    • 1996
  • In this paper, we propose an object-oriented coding method in low bit-rate channels using block-based motion vectors and residual image compensation. First, we use a 2-stage algorithm for estimating motion parameters. In the first stage, coarse motion parameters are estimated by fitting block-based motion vectors and in the second stage, the estimated motion parametes are refined by the gradient method using an image reconstructed by motion vectors detected in the first stage. Local error of a 6-parameter model is compensted by blockwise motion parameter correction using residual image. Finally, model failure (MF) region is reconstructed by a fractal mapping method. Computer simulation resutls show that the proposed method gives better performance than the conventional ones in terms of th epeak signal to noise ratio (PSNR) and compression ratio (CR).

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지역 엣지 보존 필터와 평균 필터를 이용한 HDR 이미지 톤 매핑 기법 (High Dynamic Range Image Tone Mapping Method by Using Local Edge-Preserving Filter and Mean Filter)

  • 김현기;최현호;정제창
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2017년도 하계학술대회
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    • pp.55-58
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    • 2017
  • 본 논문에서는 넓은 동적 영역(High Dynamic Range: HDR) 이미지에 지역 엣지 보존 필터를 적용한 개선된 다중 스케일 톤 매핑 기법을 제안하고자 한다. 기존 알고리듬의 다중 스케일 분해 과정에서는 과도하게 많은 정보를 보존하여 결과 이미지가 비현실적으로 표현되고 일부 테스트 이미지에서는 화소 값 변화량이 큰 엣지 영역에서 후광 효과가 발생하는 단점이 있다. 본 논문에서는 기존 알고리듬의 다중 스케일 분해 과정을 개선하여 엣지를 적절히 보존함으로써 후광 효과를 제거함과 동시에 주관적 화질을 향상시켰다.

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Generation of High-Resolution Precise DEMs Through Airborne LIDAR Surveys on Huge Antarctic Regions

  • Lee Imp-yeong;CHOI Yun-soo;Lee, Jae-one
    • Korean Journal of Geomatics
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    • 제3권2호
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    • pp.115-122
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    • 2004
  • NASA, NSF and USGS jointly conducted airborne LIDAR surveys to acquire numerous surface points with high densities over the Antarctic Dry Valleys and its vicinity, The huge set of these points retains two characteristics undesirable for DEM generation, which are unusually high blunder ratio and large variation of the local point densities. Hence, in order to not only reduce the undesirable effects due to these characteristics but also process the huge number of points within reasonable limits of time and resources, we developed an efficient, robust, nearly automatic approach to DEM generation. This paper reports about the application of this approach to generating high-resolution precise DEMs from the Antarctic LIDAR surveys and the evaluation of their accuracy.

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SLAM으로 작성한 지도 품질의 상대적/정량적 비교를 위한 방법 제안 (A New Method for Relative/Quantitative Comparison of Map Built by SLAM)

  • 권태범;장우석
    • 로봇학회논문지
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    • 제9권4호
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    • pp.242-249
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    • 2014
  • By a SLAM (simultaneous localization and mapping) method, we get a map of an environment for autonomous navigation of a robot. In this case, we want to know how accurate the map is. Or we want to know which map is more accurate when different maps can be obtained by different SLAM methods. So, several methods for map comparison have been studied, but they have their own drawbacks. In this paper, we propose a new method which compares the accuracy or error of maps relatively and quantitatively. This method sets many corresponding points on both reference map and SLAM map, and computes the translational and rotational values of all corresponding points using least-squares solution. Analyzing the standard deviations of all translational and rotational values, we can know the error of two maps. This method can consider both local and global errors while other methods can deal with one of them, and this is verified by a series of simulations and real world experiments.

지방상수도의 신규 수원과 재생에너지원으로서 고산출성 대수층의 활용 (The Practical Use of the Productive Aquifer Systems as a Source of a Renewable Thermal Energy and Local Water Works)

  • 한정상
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제23권4호
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    • pp.16-25
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    • 2018
  • The Quaternary volcanic rocks, clastic sedimentary rocks of Kyongsang System, and carbonate rocks of Joseon and Pyongan System are known as good productive and potential aquifer systems in South Korea. National Groundwater Informaton Mangement and Service System (GIMS) indicates that the exploitable, sustainable, and current use of groundwater are about 18.8, 12.9, and $3.73billion\;m^3/a$, respectively. The rest amount ($9.1billion\;m^3/a$) can still be used for an additional water supply source. Therefore. comprehensive groundwater survey work comprising hydrogeological mapping, subsurface investigation and quantitative aquifer test etc. are highly required to establish rational groundwater management strategy.

2진 영상의 고속 세선화 장치 구현에 관한 연구 (A Study on Fast Thinning Unit Implementation of Binary Image)

  • 허윤석;이재춘;곽윤식;이대영
    • 대한전자공학회논문지
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    • 제27권5호
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    • pp.775-783
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    • 1990
  • In this paper we implemented the fast thinning unit by modifying the pipeline architecture which was proposed by Stanley R. Sternberg. The unit is useful in preprocessing such as image representation and pattern recognition etc. This unit is composed of interface part, local memory part, address generation part, thinning processing part and control part. In thinning processing part, we shortened the thinning part which performed by means of look up table using window mapping table. Thus we improved the weakness of SAP, in which the number of delay pipeline and window pipeline are equal to image column size. Two independent memorys using tri-state buffer enable the two direction flow of address generated by address generation part. This unit avoids the complexity of architecture and has flexibility of image size by means of simple modification of logic bits.

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