• Title/Summary/Keyword: 멀티패치

Search Result 42, Processing Time 0.028 seconds

Feature Extraction of Images By Using Independent Component Analysis of Fixed-Point Algorithm Based on Secant Method (할선법에 기초한 고정점 학습알고리즘의 독립성분분석을 이용한 영상의 특징추출)

  • 조용현;민성재;김아람;오정은
    • Proceedings of the Korea Multimedia Society Conference
    • /
    • 2002.11b
    • /
    • pp.137-140
    • /
    • 2002
  • 본 연구에서는 할선법에 기초한 고정점 알고리즘의 독립성분분석기법을 이용한 영상의 특징추출을 제안하였다. 여기서 할선법은 엔트로피 최적화를 위한 목적함수의 근을 구하기 위해 단순히 함수 값만을 이용하여 계산을 간략하게 함으로써 역혼합행렬의 경신속도를 빠르게 하기 위함이다. 제안된 기법을 256×256 픽셀(pixel)의 10개 지문영상들로부터 선택된 16×16 픽셀의 20,000개 패치를 대상으로 시뮬레이션 한 결과. 추출된 16×16 픽셀의 160개 독립성분 기저벡터 각각은 지문영상들에 포함된 공간적인 주파수 특성과 방향성을 가지는 경계 특성이 잘 드러나는 국부적인 특징들임을 확인할 수 있었다.

  • PDF

A Cluster-based Approach for Finding Near Optimal Agent Migration Strategies (근사 최적 이동 에이젼트 이주 정책을 찾기 위한 클러스터 기반 방법)

  • 이재경;김윤정;배인한
    • Proceedings of the Korea Multimedia Society Conference
    • /
    • 1998.10a
    • /
    • pp.353-358
    • /
    • 1998
  • 이동 에이젼트는 클라이언트 컴퓨터로부터 이주될 수 있고 실행을 위해 호스트에 디스패치 될 수 있는 프로그램으로, 이동 가능하고 자율적이라는 속성 때문에 지난 몇 년 동안 많은 주목을 받아왔다. 하지만 이동 에이젼트 기술이 상업적인 성공을 거두기 위해서는 에이젼트 보안, 제어 구조, 트랜잭션 지원, 그리고 통신 모델의 개발과 같은 많은 기술적인 문제들이 해결되어야 한다. 본 논문에서는 에이젼트가 통신 메카니즘으로 원격 프로시져 호출과 에이젼트 이주를 함께 사용하는 경우, 이동 에이젼트의 통신 성능을 향상시키기 위해 각 통신 순서마다 이동 에이젼트가 이동할 수 있는 위치들의 집합을 동적으로 구성함으로써, 최적에 가까운 에이젼트 이주 순서를 찾는 휴리스틱 알고리즘을 제안한다.

  • PDF

Geometry Processing using Multi-Core GP-GPU (멀티코어 GP-GPU를 이용한 지오메트리 처리)

  • Lee, Kwang-Yeob;Kim, Chi-Yong
    • Journal of IKEEE
    • /
    • v.14 no.2
    • /
    • pp.69-75
    • /
    • 2010
  • A 3D graphics pipeline is largely divided into geometry stage and rendering stage. In this paper, we propose a method that accelerates a geometry processing in multi-core GP-GPU, using dual-phase structure. It can be improved by parallel data processing using SIMD of GP-GPU, dual-phase structure and memory prefetch. The proposed architecture improves approximately 19% of performance when it use all the features.

Ensemble Learning Based on Tumor Internal and External Imaging Patch to Predict the Recurrence of Non-small Cell Lung Cancer Patients in Chest CT Image (흉부 CT 영상에서 비소세포폐암 환자의 재발 예측을 위한 종양 내외부 영상 패치 기반 앙상블 학습)

  • Lee, Ye-Sel;Cho, A-Hyun;Hong, Helen
    • Journal of Korea Multimedia Society
    • /
    • v.24 no.3
    • /
    • pp.373-381
    • /
    • 2021
  • In this paper, we propose a classification model based on convolutional neural network(CNN) for predicting 2-year recurrence in non-small cell lung cancer(NSCLC) patients using preoperative chest CT images. Based on the region of interest(ROI) defined as the tumor internal and external area, the input images consist of an intratumoral patch, a peritumoral patch and a peritumoral texture patch focusing on the texture information of the peritumoral patch. Each patch is trained through AlexNet pretrained on ImageNet to explore the usefulness and performance of various patches. Additionally, ensemble learning of network trained with each patch analyzes the performance of different patch combination. Compared with all results, the ensemble model with intratumoral and peritumoral patches achieved the best performance (ACC=98.28%, Sensitivity=100%, NPV=100%).

An Algorithm for the Multi-view Image Improvement with the Resteicted Number of Images in Texture Extraction (텍스쳐 추출시 제한된 수의 참여 영상을 이용한 Multi-view 영상 개선 알고리듬)

  • 김도현;양영일
    • Journal of Korea Multimedia Society
    • /
    • v.3 no.1
    • /
    • pp.34-40
    • /
    • 2000
  • '[n this paper, we propose an efficient multi-view image coding algorithm which finds the optimal texture from a restricted number of multi-view image. The X-Y plane of the normalized object space is divided into the triangular patches. The depth of each node is determined by appling a block based disparity compensation method. Thereafter the texture of each patch is extracted by appling an affine transformation based disparity compensation method to the multi-view images. We reduced the number of images needed to determine the texture compared to traditional methods which use all the multi-view image in the texture extraction. The experimental results show that the SNR of images encoded by the proposed algorithm is better than that of images encoded by the traditional method by the approximately 0.2dB for the test sets of multi -view image called dragon, santa, city and kid. Image data recovered after encoding by the proposed method show a better visual results than after using traditional method.

  • PDF

A Study on the Prefetch Method for Multimedia Presentations to play on the Low Bandwidth Mobile Devices (낮은 대역폭을 갖는 이동 단말기에서 멀티미디어 프리젠테이션을 재생하기 위한 프리패치 방법)

  • Hong Maria;Yang Hyuck;Lim Young-Haw
    • Journal of Internet Computing and Services
    • /
    • v.4 no.4
    • /
    • pp.65-74
    • /
    • 2003
  • Recently, It is required that multimedia data display on not only PC but also the Mobile device such as cellar phone, PDA. Mobile divieces has not sufficient of storage space or main memory and has slow network speed. So we can't process the multimedia data with the existing way on PC. This paper presents various methods for MultimediaPresentation which are able to display on the mobile device with the low-bandwidth and small storage. There Is an analysis that Is playable on the mobile device using presentation area devision method and replayable analysis method. If the display of multimedia presentation is impossible from this analysis, to apply prefetch techniques a using EPOB apoint and as User QoS of multimedia data through prefetch techniques have keep, do so that playable. Then, it is proposed to playable smooth multimedia presentation as that each of the presentations through prefetch Scheduling techniques point and quantity of data which are prefetch.

  • PDF

Design of Microstrip Patch Antenna on UHF Band using Multiple Meander for Metal Attached (금속 부착용 멀티 미앤더형 UHF 대역 마이크로스트립 패치 안테나 설계)

  • Park, Chan-Hong;Choi, Yong-Seok;Koo, Dong-Jin;Jang, Sung-Won;Seong, Hyeon-Kyeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2012.10a
    • /
    • pp.307-311
    • /
    • 2012
  • In this paper, a novel particle swarm optimization method based on IE3D is used to design a mobile communication Microstrip Patch Antenna. The aim of the thesis is to Design and fabricate an inset fed rectangular Microstrip Antenna and study the effect of antenna dimensions Length (L), Width (W) and substrate parameters relative Dielectric constant (${\varepsilon}r$), substrate thickness on Radiation parameters of Band width. When the antenna was designed, a dual-band, dual-polarized antenna was used to secure the bandwidth and improve performance, and a coaxial probe feeding method so that the phased array of antenna is easy.

  • PDF

Single Image Haze Removal Algorithm using Dual DCP and Adaptive Brightness Correction (Dual DCP 및 적응적 밝기 보정을 통한 단일 영상 기반 안개 제거 알고리즘)

  • Kim, Jongho
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.11
    • /
    • pp.31-37
    • /
    • 2018
  • This paper proposes an effective single-image haze-removal algorithm with low complexity by using a dual dark channel prior (DCP) and an adaptive brightness correction technique. The dark channel of a small patch preserves the edge information of the image, but is sensitive to noise and local brightness variations. On the other hand, the dark channel of a large patch is advantageous in estimation of the exact haze value, but halo effects from block effects deteriorate haze-removal performance. In order to solve this problem, the proposed algorithm builds a dual DCP as a combination of dark channels from patches with different sizes, and this meets low-memory and low-complexity requirements, while the conventional method uses a matting technique, which requires a large amount of memory and heavy computations. Moreover, an adaptive brightness correction technique that is applied to the recovered image preserves the objects in the image more clearly. Experimental results for various hazy images demonstrate that the proposed algorithm removes haze effectively, while requiring much fewer computations and less memory than conventional methods.

Dynamic Hybrid Patching for the Efficient Use of VOD Server's Network-I/O Bandwidth (VOD 서버의 네트워크 입출력 대역폭의 효율적인 사용을 위한 동적 혼성 패칭)

  • Ha, Sook-Jeong;Lee, Kyung-Sook;Kim, Jin-Gyu
    • Journal of Korea Multimedia Society
    • /
    • v.8 no.4
    • /
    • pp.502-508
    • /
    • 2005
  • This paper proposes a dynamic hybrid patching technique that can improve the performance of VOD systems by adopting the advantages of both greedy patching and grace patching to use a VOD server's limited network-I/O bandwidth. The proposed technique uses grace patching to the requests for the videos, arrival intervals of which are smaller than the size of patching window, and uses greedy patching to the rest requests. In addition, proposed patching technique expands the latest particular patching multicast into a regular multicast for a new request. In result, the patching multicast data for the new request can be the data from the beginning to the skew point of the video and the holding time of a dispatched channel can exceedingly decrease. Simulation results confirm that the proposed technique is better than grace patching in terms of defection rate and average service latency.

  • PDF

A Code Banking-based High-speed Concurrent Software Update Method for Single Hop Wireless Sensor Networks (단일 홉 무선 센서 네트워크를 위한 코드 뱅킹 기반의 고속 병렬 소프트웨어 업데이트 기법)

  • Park, Young-Kyun;Nam, Young-Jin
    • Journal of Korea Multimedia Society
    • /
    • v.14 no.7
    • /
    • pp.949-963
    • /
    • 2011
  • Generally, It is indispensible to use an ISP(In System Programming) tool for upgrading, patching, or changing the system software of the each sensor nodes in wireless sensor networks. While under a small number of nodes, the upgrading task is not a serious burden, however if there are a large number of nodes to be updated, the task is almost impossible to do for the given constrains such as limited budgets and resources. Based on this observation, in this paper we have proposed a novel upgrading scheme based on a single hop in IEEE 802.15.4 PAN(Personal Area Network)s. Simulation results have shown the scheme outcomes the conventional methods in the performance measures.