• Title/Summary/Keyword: code vector

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Image segmentation by fusing multiple images obtained under different illumination conditions (조명조건이 다른 다수영상의 융합을 통한 영상의 분할기법)

  • Chun, Yoon-San;Hahn, Hern-Soo
    • Journal of Institute of Control, Robotics and Systems
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    • v.1 no.2
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    • pp.105-111
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    • 1995
  • This paper proposes a segmentation algorithm using gray-level discontinuity and surface reflectance ratio of input images obtained under different illumination conditions. Each image is divided by a certain number of subregions based on the thresholds. The thresholds are determined using the histogram of fusion image which is obtained by ANDing the multiple input images. The subregions of images are projected on the eigenspace where their bases are the major eigenvectors of image matrix. Points in the eigenspace are classified into two clusters. Images associated with the bigger cluster are fused by revised ANDing to form a combined edge image. Missing edges are detected using surface reflectance ration and chain code. The proposed algorithm obtains more accurate edge information and allows to more efficiently recognize the environment under various illumination conditions.

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Development of a CDMA Field Engineering System (CDMA 필드 엔지니어링 시스템 개발)

  • Lee, Chan-Su;Im, Hui-Gyeong;Hong, Seong-Cheol;Im, Jae-Bong;Seong, Yeong-Rak;O, Ha-Ryeong
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.5
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    • pp.1500-1510
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    • 2000
  • In this paper, a CDMA (Code Division Multiple Access) field engineering system is designed and implemented for managing cellular telecommunication base stations. For high quality of CDMA service, optimized cell planning is crucial. For such cell planning, base stations must be managed based on analysis of CDMA field dta. The proposed system consists of two modules: a measurement module and au analysis of CDMA field dta. eh proposed system consists of tow modules; a measurement module and an analysis module. The measurement module collects various CDMA field dta and displays them on a vector map in a real-time manner. The analysis module associates measured data with various related information, e.g. base station information, and process them statistically. The proposed system can drastically reduce base station management cost.

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Memory-Efficient NBNN Image Classification

  • Lee, YoonSeok;Yoon, Sung-Eui
    • Journal of Computing Science and Engineering
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    • v.11 no.1
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    • pp.1-8
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    • 2017
  • Naive Bayes nearest neighbor (NBNN) is a simple image classifier based on identifying nearest neighbors. NBNN uses original image descriptors (e.g., SIFTs) without vector quantization for preserving the discriminative power of descriptors and has a powerful generalization characteristic. However, it has a distinct disadvantage. Its memory requirement can be prohibitively high while processing a large amount of data. To deal with this problem, we apply a spherical hashing binary code embedding technique, to compactly encode data without significantly losing classification accuracy. We also propose using an inverted index to identify nearest neighbors among binarized image descriptors. To demonstrate the benefits of our method, we apply our method to two existing NBNN techniques with an image dataset. By using 64 bit length, we are able to reduce memory 16 times with higher runtime performance and no significant loss of classification accuracy. This result is achieved by our compact encoding scheme for image descriptors without losing much information from original image descriptors.

A CFD Analysis of the Oil Flow in a Hydraulic Shock Absorber (유압 완층기 내에서의 오일 유동에 대한 CFD 해석)

  • Park, K.T.;Park, T.J.
    • Transactions of The Korea Fluid Power Systems Society
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    • v.5 no.1
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    • pp.20-26
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    • 2008
  • Various types of hydraulic shock absorbers are widely used in many fields because of its numerous advantages. However, in order to design adequate damping characteristics, accurate flow data near the orifices are required essentially. In this paper, a commercial computational fluid dynamics(CFD) code, FLUENT is adopted to investigate the flow characteristics near orifices of a shock absorber. Static pressure and velocity vector distributions, fluid path lines are presented for compression/tension strokes and various piston speeds. In order to validate the result of analysis, the numerically obtained damping forces are compared with those of analytical estimations obtained by modified Bernoulli equation. The results reported herein will provide better understanding of the detailed flow fields within shock absorber, and the CFD analysis method proposed in this paper can be used in the design of other types of hydraulic shock absorber.

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NUMERICAL IMPLEMENTATION OF THE TWO-DIMENSIONAL INCOMPRESSIBLE NAVIER-STOKES EQUATION

  • CHOI, YONGHO;JEONG, DARAE;LEE, SEUNGGYU;KIM, JUNSEOK
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.19 no.2
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    • pp.103-121
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    • 2015
  • In this paper, we briefly review and describe a projection algorithm for numerically computing the two-dimensional time-dependent incompressible Navier-Stokes equation. The projection method, which was originally introduced by Alexandre Chorin [A.J. Chorin, Numerical solution of the Navier-Stokes equations, Math. Comput., 22 (1968), pp. 745-762], is an effective numerical method for solving time-dependent incompressible fluid flow problems. The key advantage of the projection method is that we do not compute the momentum and the continuity equations at the same time, which is computationally difficult and costly. In the projection method, we compute an intermediate velocity vector field that is then projected onto divergence-free fields to recover the divergence-free velocity. Numerical solutions for flows inside a driven cavity are presented. We also provide the source code for the programs so that interested readers can modify the programs and adapt them for their own purposes.

Motion Vector Coding Using Adaptive Exp-Golomb Code (HEVC에서 차분 움직임 벡터 코딩을 위한 지수 골룸 코드의 적응적인 차수 선택 방법)

  • Choi, Kwang-Hyun;Han, Jong-Ki
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2012.07a
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    • pp.231-233
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    • 2012
  • HEVC 비디오 코덱에서는 인터 예측을 수행할 때 고정된 지수 골룸 코드를 사용하여 차분 움직임 벡터를 부호화한다. 그러나 고정된 Exp-Golomb 코드를 사용하게 되면 영상의 움직임을 고려하지 않고 영상의 국지적인 특성을 반영하는데 어려움이 있다. 본 논문에서는 현재 블록의 MVP와 예측된 MV에 따라 적응적인 Exp-Golomb 코드를 결정하는 방법을 제안한다. 현재 블록의 MVP에 따라 현재 MV를 예측하는 MV모델링을 통하여 Exp-Golomb 코드를 결정한다. HEVC의 참조소프트웨어인 HM6.0을 이용하여 실험한 결과, Random Access 부호화 구조에서는 평균적으로 약 0.9%의 성능 향상을 얻을 수 있었으며, Low Delay 부호화 구조에서는 약 0.6%의 BD-rate의 감소를 확인할 수 있었다.

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An investigation of the Photospheric and Chromospheric Layers of Sunspots

  • Kim, Hyun-Nam;Solanki, Sami. K.;Lagg, Andreas;Kim, Kap-Sung;Choe, G.S.;Kwon, Yong-Jun
    • The Bulletin of The Korean Astronomical Society
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    • v.36 no.2
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    • pp.95.2-95.2
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    • 2011
  • The most powerful technique for deducing the magnetic structure of the Sun is spectro-polarimetry. Detailed measurements of the polarization signal of the spectral lines (Stokes vector) allow us to infer the physical conditions in the solar atmosphere prevailing during the line formation. Inversion codes are the main tool to extract this information from the Stokes spectra. This study will focus on measurements of the chromospheric He I 1083.0 nm triplet and the photospheric Si I 1082.7 nm line. A spectropolarimetric data set of sunspots, obtained with the German Vacuum Tower Telescope (VTT) at the Teide observatory on Tenerife, is analyzed using an inversion technique. We will introduce the German Vacuum Tower Telescope and the inversion code HeLix, and will show data sets that are analyzed by HeLix.

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A Study on an Improved LBG Algorithm to Design the Code Book of VQ (VQ의 코드북 생성을 위한 LBG 알고리즘의 개선에 관한 연구)

  • 김장한
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.1A
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    • pp.48-55
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    • 2000
  • In this paper, an assumption to design a quantizer, is proposed that if one small region of a probability density function is represented larger probability and bigger total error than another neighbour region, then the quantizer is not optimal. It is tested when the probability functions are Gaussian, Laplacian and uniform density function by the computer simulations. A new LBG algorithm which originates from this assumption in addition to LBG algorithm, is designed for the vector quantizer. The new LBG algorithm presents better performance than the original LBG algorithm in the average error and the variance of the error.

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Measurement of Ideal Trajectory of The Cervical Pedicle for Robotic Surgery (로봇 수술을 위한 경추 척추경에 대한 이상적 궤적의 측정)

  • Kwak, Ho-Young;Huh, Jisoon;Lee, Won Joo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.07a
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    • pp.99-100
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    • 2017
  • 많은 연구에서 측면 나사 고정(laminar screw fixation)보다 척추경 나사 고정(pedicle screw fixation)의 생체 역학 강도가 더 나은 것으로 알려져 있다. 그러나 비교적 작은 크기의 척추경(pedicle)과 척수(spinal code), 신경 뿌리 및 척추 동맥에 대한 상해의 위험으로 일반적으로 이 방법은 사용에 제한이 있었다. 최근 3차원 모델링 및 3D 프린팅 기술의 진보는 해부학적인 연구, 특히 척추를 포함한 뼈와 관련된 연구를 용이하게 하고 있으며, 로봇 수술을 위한 다양한 아이디어를 제공하고 있다. 본 연구는 로봇 암(robotic arm)으로 경추 척추경에 나사를 삽입할 때 사용될 수 있는 척추경 나사 삽입을 위한 이상적인 궤적을 계산하는 방법을 제시하였다.

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The Design of Microstrip Bandpass Filter for Wireless LAN using FDTD Parallel Algorithm (FDTD 병렬화 알고리즘을 이용한 무선랜용 마이크로스트립 대역통과 펄터 설계)

  • 최성열;박경수;고영호
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.53 no.7
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    • pp.395-400
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    • 2004
  • In this paper, the four-pole elliptic function microstrip filter at 2.4GHz band with fractional bandwidth of 4% is realized using compact miniaturized hairpin resonators. The parallel algorithm FDTD method is used to analyze S-parameter of hairpin resonator filter more accurately, and to calculate the electric coupling and magnetic coupling among the hairpin resonators. Absorbing boundary conditions for mesh termination used Sulivan's simplified PML and the FDTD code was paralleled by MPI for IBM SP2 which had enhanced calculation speed. The experimental measurements are performed by HP8720D vector network analyzer. Measured results on fabricated hairpin type cross coupled bandpass filters show good agreements with theoretic results.