• Title/Summary/Keyword: Information Filling

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Interference-limited Resource Allocation Algorithm in Cognitive Heterogeneous Networks

  • Zhuang, Ling;Yin, Yaohu;Guan, Juan;Ma, Xiao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.4
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    • pp.1471-1488
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    • 2018
  • Interference mitigation is a significant issue in the cognitive heterogeneous networks, this paper studied how to reduce the interference to macrocell users (MU) and improve system throughput. Establish the interference model with imperfect spectrum sensing by analyzing the source of interference complexity. Based on the user topology, the optimize problem was built to maximize the downlink throughput under given interference constraint and the total power constraint. We decompose the resource allocation problem into subcarrier allocation and power allocation. In the subcarrier assignment step, the allocated number of subcarriers satisfies the requirement of the femtocell users (FU).Then, we designed the power allocation algorithm based on the Lagrange multiplier method and the improved water filling method. Simulation results and performance analyses show that the proposed algorithm causes less interference to MU than the algorithm without considering imperfect spectrum sensing, and the system achieves better throughput performance.

Gap-Filling of Sentinel-2 NDVI Using Sentinel-1 Radar Vegetation Indices and AutoML (Sentinel-1 레이더 식생지수와 AutoML을 이용한 Sentinel-2 NDVI 결측화소 복원)

  • Youjeong Youn;Jonggu Kang;Seoyeon Kim;Yemin Jeong;Soyeon Choi;Yungyo Im;Youngmin Seo;Myoungsoo Won;Junghwa Chun;Kyungmin Kim;Keunchang Jang;Joongbin Lim;Yangwon Lee
    • Korean Journal of Remote Sensing
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    • v.39 no.6_1
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    • pp.1341-1352
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    • 2023
  • The normalized difference vegetation index (NDVI) derived from satellite images is a crucial tool to monitor forests and agriculture for broad areas because the periodic acquisition of the data is ensured. However, optical sensor-based vegetation indices(VI) are not accessible in some areas covered by clouds. This paper presented a synthetic aperture radar (SAR) based approach to retrieval of the optical sensor-based NDVI using machine learning. SAR system can observe the land surface day and night in all weather conditions. Radar vegetation indices (RVI) from the Sentinel-1 vertical-vertical (VV) and vertical-horizontal (VH) polarizations, surface elevation, and air temperature are used as the input features for an automated machine learning (AutoML) model to conduct the gap-filling of the Sentinel-2 NDVI. The mean bias error (MAE) was 7.214E-05, and the correlation coefficient (CC) was 0.878, demonstrating the feasibility of the proposed method. This approach can be applied to gap-free nationwide NDVI construction using Sentinel-1 and Sentinel-2 images for environmental monitoring and resource management.

A Study On The Avatar Generation System Using Camera Embedded Phone (카메라 내장형 휴대폰을 이용한 아바타 생성 시스템 연구)

  • 이무열;이성준;안광선
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.571-573
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    • 2003
  • 본 논문에서는 카메라 내장형 휴대폰을 이용한 아바타 영상 생성 시스템을 제안하고자 한다. 먼저 정면에서 찍은 상반신 컬러영상의 배경제거를 위하여 흑백영상으로 변환한 후, sobel edge 방법을 적용하여 수축 및 확장처리를 하였다. 이후, 배경이 제거된 영상의 얼굴을 구성하는 각 부분(머리카락, 얼굴형태, 눈, 코, 잎, 귀)을 추출하는 과정을 거친다. 제일먼저 filling 방법을 적용하여 머리카락 영역을 추출한 후, 얼굴영역은 skin-color 모델을 적용하여 추출하였다. 얼굴의 형태는 얼굴의 상하좌우의 끝점을 이용한 계란형을 기본으로 하였으며, 눈, 코. 잎. 귀 부분은 얼굴의 형태정보를 이용하여, 각 부분들의 위치 정보를 구하였다. 이 정보를 이용하여 이미 만들어 놓은 샘플 아바타와 가장 유사한 샘플을 선택한 후, 각 부분들을 조립함으로서 나와 닮은 아바타 영상을 만든다.

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Stereo Image Retargeting Considering Stereo Consistency (스테레오 일관성을 고려한 입체 영상 리타겟팅)

  • Yoon, Yeo-Jin;Shin, Il-Kyu;Choi, Soo-Mi
    • Proceedings of the Korean Information Science Society Conference
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    • 2011.06a
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    • pp.442-445
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    • 2011
  • 본 논문에서는 3차원 head-tracked 디스플레이를 이용하여 스테레오 영상을 리타겟팅 하는 방법을 제안한다. 제안한 방법은 카메라 간격을 조절함으로써 사용자 시점에 맞는 스테레오 영상을 제공한다. 특히 중간 시점 영상 생성 시 발생하는 비폐색 영역에 대해 스테레오 일관성을 고려한 홀 필링(hole filling)을 적용하여 보다 편안하고, 개인별로 최적화 된 입체감 및 깊이감을 제공하도록 한다. 제안한 방법을 검증하기 위해 3차원 그래픽 모델을 이용해 결과 영상을 비교하였으며, 사용성 테스트를 통해 리타겟팅 된 스테레오 영상이 사용자가 입체영상을 인지하는데 미치는 효과를 확인하였다.

Usability Evaluation of Tertiary Unconsolidated Sediments for Reclamation (미고결 퇴적층의 재료원 평가)

  • Kim, Sung-Wook;Choi, Eun-Kyoung;Lee, Kyu-Hwan
    • Proceedings of the Korean Geotechical Society Conference
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    • 2010.03a
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    • pp.699-704
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    • 2010
  • Tertiary unconsolidated mudstones spread throughout the eastern coast of Pohang area. Recently, the demand for high quality filling materials is increasing due to harbors and large-scale residential land development. But the features of the reclaimed land using soft mudstones have not been made clear yet. Unconsolidated rocks are diversely considered according to a different method of the applied geotechnical investigation. This study is examined that the applicability of mudstone as a harbor reclamation material through the laboratory test and pilot test. Expecially, it must be considered that the environmental characteristics of mudstone as a reclaimed materials.

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A Study on the Low Pressure Injection Molding of Automotive Seat-back Cover (자동차용 시트백 커버의 저압사출성형에 관한 연구)

  • Ko, Byung-Doo;Ham, Kyoung-Chun;Jang, Dong-Hwan
    • Journal of the Korean Society for Precision Engineering
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    • v.25 no.12
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    • pp.100-106
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    • 2008
  • In this paper, the injection molding process of automotive seat-back cover is analyzed in terms of simulation and of experiment. FE analysis was used to obtain molding conditions such as injection pressure, filling pattern, packing, shrinkage. Vacuum system for low pressure injection molding is developed in the experiment. Low pressure injection molded parts have been compared with conventional molded parts in terms of molding quality and mechanical properties. Based on the results, good product and the productivity improvement can be obtained in low pressure injection molding for automotive seat-back cover.

Implementing an Inflection Analyzer Program for English Verbs in a Word-and-Paradigm Morphology. (낱말.패러다임 형태이론에 입각한 영어동사 굴절 해석 프로그램의 구현)

  • No, Yong-Kyoon
    • Language and Information
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    • v.2 no.2
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    • pp.121-154
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    • 1998
  • The morphological analyzer is expected to tell attested word forms from imaginable yet unattested ones. An account of the inflectional morphology of English verbs is given in the framework of Word-and-Paradigm morphology, developed mainly by Matthews (1972, 1974, 1991) and further by Aronoff (1994) and Zwicky (1985, 1988), which is free of overrecognition. Thirteen inflectional classes are identified according to the patterns each of them exhibits in filling the slots in the paradigm. Peculiarity in orthography is also considered in assigning each verb lexeme to a class. Modules of a C program which gives associated morphosyntactic properties to all and only attested verb forms are written so that details of this framework can be evaluated explicitly. This program is shown to be superior to existing programs in economy and in the generality it achieves.

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Computation of Dense Disparity Map and Hole Filling (스테레오 매칭을 통한 시차맵 생성 및 홀 메우기)

  • Lee, Bum-Jong;Yoon, Jong-Hyun;Park, Jong-Seung
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.10c
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    • pp.424-427
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    • 2007
  • 스테레오 영상으로부터 3차원 구조를 복원하기 위해서는 깊이맵에 해당하는 시차맵을 생성해야 한다. 시차맵 생성을 위해서는 정합비용을 계산하고, 집성한 후에 시차를 계산하는 절차로 이루어진다. 본 논문에서는 스테레오 영상으로부터 빠르고 안정된 시차맵을 생성하기 위해서 후처리 과정으로 각 스캔라인에 대해서 분산을 이용하여 세그멘테이션을 한 후에 세그멘테이션 별로 평균을 내어 객체간의 구분을 명확히 한다. 조밀 시차맵을 생성하기 위해서는 시차 계산에 실패한 화소들에 대해서도 시차를 계산해야 하는데 본 논문에서는 간단하게 인접 화소의 값을 복사하는 방법으로 홀을 메우는 방법을 제안한다. 실제 환경에서의 다양한 스테레오 영상에 대한 실험 결과들은 제안된 시차맵 생성과 홀을 메우는 방법이 기존의 시차맵 생성 기법만큼 빠르고 기존의 방법보다 좀더 안정적이고 다양한 컴퓨터 비전 시스템응용에 적용될 수 있음을 보여준다.

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Simultaneous Burst and Burst Control Packet Transmission Protocol for Optical Burst Switching Ring Networks

  • Park, Joon-Pyo;Lee, Man-Seop
    • ETRI Journal
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    • v.29 no.1
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    • pp.116-119
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    • 2007
  • In this letter, we design a collision resolution protocol for optical burst switching ring networks to avoid burst collision. We define the offset time condition for no burst transmission collision and manage the free time list of nodes for no burst reception collision. In order to improve the throughput, we use a fiber delay line, void-filling, and void-compression. This protocol does not require any additional procedures for bandwidth reservation such as centralized assignment of bandwidth, lightpath setup of WDM ring networks, or token capturing for the burst transmission. The simulation results show that the proposed protocol can achieve high throughput while saving 70% of wavelengths when compared to round robin with random selection, round robin with persistent, and round robin with non-persistent with only destination delay.

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Vertical Edge Based Algorithm for Korean License Plate Extraction and Recognition

  • Yu, Mei;Kim, Yong Deak
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.7A
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    • pp.1076-1083
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    • 2000
  • Vehicle license plate recognition identifies vehicle as a unique, and have many applications in traffic monitoring field. In this paper, a vertical edge based algorithm to extract license plate within input gray-scale image is proposed. A size-and-shape filter based on seed-filling algorithm is applied to remove the edges that are impossible to be the vertical edges of license plate. Then the remaining edges are matched with each other according to some restricted conditions so as to locate license plate in input image. After license plate is extracted. normalized and segmented, the characters on it are recognized by template matching method. Experimental results show that the proposed algorithm can deal with license plates in normal shape effectively, as well as the license plates that are out of shape due to the angle of view.

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