• Title/Summary/Keyword: GIST

Search Result 815, Processing Time 0.029 seconds

Cluster Validity Assessment Techniques for High-Dimensional Applications (고차원 응용에서의 군집 유효성 평가 기법)

  • Kim Minho;Yoo Hyunjin;Ramakrishna R.S.
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2005.11b
    • /
    • pp.715-717
    • /
    • 2005
  • 군집 유효성은 다양한 입력 변수에 따라 변하는 군집화 알고리즘의 결과들을 평가하는 것이다. 본 논문에서는 고차원의 데이터 집합에 대한 군집 유효성의 문제점에 대한 새로운 해결책을 제시한다. 고차원 군집화 결과들을 평가할 때 발생하는 기존의 군집 유효성 지수들의 적용성의 문제점을 살펴보고, 고차원으로 인해 발생하는 문제를 효과적으로 다룰 수 있는 다양한 새로운 군집 유효성 지수들을 제안한다. 제안된 군집 유효성 지수들은 본 논문에 제공된 실험에서 최적의 군집 유효성 결과를 제공한다.

  • PDF

Fabrication and improvement of diffraction grating with femtosecond and $CO_2$ laser (레이저를 이용한 회절격자 제작 및 효율 향상 연구)

  • Choi, Hun-Kook;Sohn, Ik-Bu;Noh, Young-Chul;Kim, Jin-Tae
    • Laser Solutions
    • /
    • v.15 no.2
    • /
    • pp.6-10
    • /
    • 2012
  • We fabricated the diffraction grating on the surface of fused silica glass using a femtosecond laser. The grooves of diffraction grating has a lot of micro crack and debris result in reduced diffraction efficiency. So, we polished the diffraction grating with $CO_2$ laser beam. With different scan number of $CO_2$ laser beam, we observed the image of diffraction grating and measured the diffraction efficiency.

  • PDF

A Lightweight Key Management for In-network Processing in WSNs (센서네트워크에서 인-네트워크 프로세싱을 위한 경량 키 관리 프로토콜)

  • Kim Kyeong-Tae;Kim Hyung-Chan;Ramakrishna R.S.
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2006.06c
    • /
    • pp.277-279
    • /
    • 2006
  • 본 논문에서는 Wireless Sensor Networks(WSNs)에서 에너지 소모를 줄이기 위해 사용되는 In-network processing에 대하여 보안이 강화된 레벨 키 기반의 Infrastructure를 설계하여 노드의 전복 공격에 대해 안전한 패킷 포워딩을 보장하는 프로토콜을 제시한다. 이러한 계층적 구조를 가지는 보안 Framework는 노드의 추가 혹은 퇴거가 발생했을 때 Re-keying 비용을 획기적으로 줄일 수 있다. 시뮬레이션 결과, 전체 네트워크 중 전복된 노드가 40%를 차지할 때, 제안된 프로토콜을 사용하게 되면 약 3%의 추가적인 라우팅 오버헤드 비용으로 15%의 향상된 종단간 패킷 전송률을 보여준다. 또한 Re-keying을 할 때 OFT와 비교하여 통신비용을 현저하게 줄일 뿐만 아니라 서버의 도움 없이 키를 업데이트 하기 때문에 분산환경에 적합한 특징을 갖는다.

  • PDF

Generation of Fixed Spectral Basis for Three-Dimensional Mesh Coding Using Dual Graph

  • Kim Sung-Yeol;Yoon Seung-Uk;Ho Yo-Sung
    • Proceedings of the IEEK Conference
    • /
    • summer
    • /
    • pp.137-142
    • /
    • 2004
  • In this paper, we propose a new scheme for geometry coding of three-dimensional (3-D) mesh models using a fixed spectral basis. In order to code the mesh geometry information, we generate a fixed spectral basis using the dual graph derived from the 3-D mesh topology. After we partition a 3-D mesh model into several independent sub-meshes to reduce coding complexity, the mesh geometry information is projected onto the generated orthonormal bases which are the eigenvectors of the Laplacian matrix of the 3-D mesh. Finally, spectral coefficients are coded by a quantizer and a variable length coder. The proposed scheme can not only overcome difficulty of generating a fixed spectral basis, but also reduce coding complexity. Moreover, we can provide an efficient multi-resolution representation of 3-D meshes.

  • PDF

Multi-view Image Generation by Depth Map Preprocessing (깊이영상의 전처리를 이용한 다시점 영상 생성 방법)

  • Lee, Sang-Beom;Kim, Sung-Yeol;Ho, Yo-Sung
    • Proceedings of the IEEK Conference
    • /
    • 2006.06a
    • /
    • pp.697-698
    • /
    • 2006
  • In this paper, we propose a new scheme to generate multi-view images using a depth-image-based rendering (DIBR) technique. In order to improve the quality of multi-view images at newly exposed areas during mesh-based rendering, we preprocess the depth map using a Gaussian smoothing filter. Previous algorithms apply a smoothing filter to the whole depth map even if the depth map is collapsed. After extracting objects from the depth map, we apply the smoothing filter to their boundaries. Finally, we cannot only maintain the depth quality, but also generate high quality multi-view images. Experimental results show that our proposed algorithm outperforms previous works and supports an efficient depth keying technique.

  • PDF

NTAㆍNi2+-Functionalized Quantum Dots for VAMP2 Labeling in Live Cells

  • Yu, Mi-Kyung;Lee, Su-Ho;Chang, Sung-Hoe;Jon, Sang-Yong
    • Bulletin of the Korean Chemical Society
    • /
    • v.31 no.6
    • /
    • pp.1474-1478
    • /
    • 2010
  • An efficient method for labeling individual proteins in live cells is required for investigations into biological mechanisms and cellular processes. Here we describe the preparation of small quantum dots (QDs) that target membrane surface proteins bearing a hexahistidine-tag ($His_6$-tag) via specific binding to an nitrilotriacetic acid complex of nickel(II) ($NTA{\cdot}Ni^{2+}$) on the QD surfaces. We showed that the $NTA{\cdot}Ni^{2+}$-QDs bound to His-tag functionalized beads as a cellular mimic with high specificity and that QDs successfully targeted $His_6$-tagged vesicle-associated membrane proteins (VMAP) on cell surfaces. This strategy provides an efficient approach to monitoring synaptic protein dynamics in spatially restricted and confined biological environments.

Microstructuring of Optical Fibers Using a Femtosecond Laser

  • Sohn, Ik-Bu;Kim, Young-Seop;Noh, Young-Chul;Ryu, Jin-Chang;Kim, Jin-Tae
    • Journal of the Optical Society of Korea
    • /
    • v.13 no.1
    • /
    • pp.33-36
    • /
    • 2009
  • Laser ablation with femtosecond lasers is highly promising for microfabrication of materials. Also, the high peak power of femtosecond lasers could induce a multiphoton absorption to ablate transparent materials. Similar results have also been were obtained in the case of optical fibers. In this paper, we present our experimental results of femtosecond laser microstructuring of optical fiber and its applications to microelectronic components and fiber optic devices. Finally, we directly produced micro holes with femtosecond laser pulses in a single step by moving an optical fiber in a preprogrammed structure. When water was introduced into a hole drilled from the bottom surface of the optical fiber, the effects of blocking and redeposition of ablated material were greatly reduced and the aspect ratio of the depth of the hole was increased. We have presented circular and rectangular-shaped holes in optical fiber.

Single-mode Condition and Dispersion of Terahertz Photonic Crystal Fiber

  • Kim, Soan;Kee, Chul-Sik;Lee, Jong-Min
    • Journal of the Optical Society of Korea
    • /
    • v.11 no.3
    • /
    • pp.97-100
    • /
    • 2007
  • We have investigated properties of a plastic photonic crystal fiber guiding terahertz radiations, THz photonic crystal fiber. The single-mode condition and dispersion of a plastic triangular THz photonic crystal fiber are investigated by using the plane wave expansion method and the beam propagation method. The THz photonic crystal fiber can perform as a single-mode fiber below 2.5 THz when the ratio of diameter (d) and period (${\Lambda}$) of air holes is less than 0.475. The THz photonic crystal fiber with ${\Lambda}=500{\mu}m$ and $d/{\Lambda}=0.4$ shows almost zero flattened dispersion behavior, $-0.03{\pm}0.02 ps/THz{\cdot}cm$, in the THz frequency range from 0.8 to 2.0 THz.

Characteristics of Sŏlc Filters in X(2) Nonlinear Photonic Crystal

  • Kee, Chul-Sik;Lee, Jong-Min;Lee, Yeung-Lak
    • Journal of the Optical Society of Korea
    • /
    • v.11 no.3
    • /
    • pp.130-132
    • /
    • 2007
  • The characteristics of $S\breve{o}lc$ filters in $X^{(2)}$ nonlinear photonic crystals, periodically poled lithium niobate ($LiNbO_3$), were investigated by the Jones matrix method. The transmittance increases and the full width half maximum of the filter becomes narrow as the duty ratio increases. However, the filtering wavelength does not change. The transmittance at the filtering wavelength is over 95% when the duty ratio is larger than 0.35.

Real-time Depth Image Refinement using Joint Bilateral Filter (결합형 양방향 필터를 이용한 실시간 깊이 영상 보정 방법)

  • Shin, Dong-Won;Lee, Sang-Beom;Ho, Yo-Sung
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2013.11a
    • /
    • pp.116-119
    • /
    • 2013
  • 본 논문에서는 결합형 양방향 필터를 이용하여 실시간으로 깊이 영상을 구하는 방법을 제안한다. 제안한 방법에서는 Kinect 깊이 카메라로부터 얻은 깊이 영상의 화질을 실시간으로 향상시키기 위해 GPU 내의 상수 메모리와 2차원 영상 처리에 적합한 텍스쳐 메모리를 사용했다. 또한, 단일 화소에 대한 결합형 양방향 필터 연산을 각 GPU 쓰레드(thread)에 할당한 다음 병렬로 처리하여 계산량을 현저히 감소시킨다. 실험 결과를 통해, 제안한 실시간 깊이 영상 보정 방법이 깊이 영상의 화질을 향상시켰고, 초당 260화면의 속도로 동작하는 것을 확인했다.

  • PDF