• 제목/요약/키워드: Spectral Features

검색결과 437건 처리시간 0.032초

Automatic Change Detection Using Unsupervised Saliency Guided Method with UAV and Aerial Images

  • Farkoushi, Mohammad Gholami;Choi, Yoonjo;Hong, Seunghwan;Bae, Junsu;Sohn, Hong-Gyoo
    • 대한원격탐사학회지
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    • 제36권5_3호
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    • pp.1067-1076
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    • 2020
  • In this paper, an unsupervised saliency guided change detection method using UAV and aerial imagery is proposed. Regions that are more different from other areas are salient, which make them more distinct. The existence of the substantial difference between two images makes saliency proper for guiding the change detection process. Change Vector Analysis (CVA), which has the capability of extracting of overall magnitude and direction of change from multi-spectral and temporal remote sensing data, is used for generating an initial difference image. Combined with an unsupervised CVA and the saliency, Principal Component Analysis(PCA), which is possible to implemented as the guide for change detection method, is proposed for UAV and aerial images. By implementing the saliency generation on the difference map extracted via the CVA, potentially changed areas obtained, and by thresholding the saliency map, most of the interest areas correctly extracted. Finally, the PCA method is implemented to extract features, and K-means clustering is applied to detect changed and unchanged map on the extracted areas. This proposed method is applied to the image sets over the flooded and typhoon-damaged area and is resulted in 95 percent better than the PCA approach compared with manually extracted ground truth for all the data sets. Finally, we compared our approach with the PCA K-means method to show the effectiveness of the method.

Comparison of the Wind Speed from an Atmospheric Pressure Map (Na Wind) and Satellite Scatterometer­observed Wind Speed (NSCAT) over the East (Japan) Sea

  • Park, Kyung-Ae;Kim, Kyung-Ryul;Kim, Kuh;Chung, Jong-Yul;Conillor, Peter-C.
    • Journal of the korean society of oceanography
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    • 제38권4호
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    • pp.173-184
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    • 2003
  • Major differences between wind speeds from atmospheric pressure maps (Na wind) and near­surface wind speeds derived from satellite scatterometer (NSCAT) observations over the East (Japan) Sea have been examined. The root­mean­square errors of Na wind and NSCAT wind speeds collocated with Japanese Meteorological Agency (JMA) buoy winds are about $3.84\;ms^{-1}\;and\;1.53\;ms^{-1}$, respectively. Time series of NSCAT wind speeds showed a high coherency of 0.92 with the real buoy measurements and contained higher spectral energy at low frequencies (>3 days) than the Na wind. The magnitudes of monthly Na winds are lower than NSCAT winds by up to 45%, particularly in September 1996. The spatial structures between the two are mostly coherent on basin­wide large scales; however, significant differences and energy loss are found on a spatial scale of less than 100 km. This was evidenced by the temporal EOFs (Empirical Orthogonal Functions) of the two wind speed data sets and by their two­dimensional spectra. Since the Na wind was based on the atmospheric pressures on the weather map, it overlooked small­scale features of less than 100 km. The center of the cold­air outbreak through Vladivostok, expressed by the Na wind in January 1997, was shifted towards the North Korean coast when compared with that of the NSCAT wind, whereas NSCAT winds revealed its temporal evolution as well as spatial distribution.

Fabrication and Characterization of Dye-sensitized Solar Cells based on Anodic Titanium Oxide Nanotube Arrays Sensitized with Heteroleptic Ruthenium Dyes

  • Shen, Chien-Hung;Chang, Yu-Cheng;Wu, Po-Ting;Diau, Eric Wei-Guang
    • Rapid Communication in Photoscience
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    • 제3권1호
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    • pp.16-19
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    • 2014
  • Anodic self-organized titania nanotube (TNT) arrays have a great potential as efficient electron-transport materials for dye-sensitized solar cells (DSSC). Herewith we report the photovoltaic and kinetic investigations for a series of heteroleptic ruthenium complexes (RD16-RD18) sensitized on TNT films for DSSC applications. We found that the RD16 device had an enhanced short-circuit current density ($J_{SC}/mAcm^{-2}=15.0$) and an efficiency of power conversion (${\eta}=7.2%$) greater than that of a N719 device (${\eta}=7.1%$) due to the increasing light-harvesting and the broadened spectral features with thiophene-based ligands. However, the device made of RD17 (adding one more hexyl chain) showed smaller $J_{SC}(14.1mAcm^{-2})$ and poorer ${\eta}(6.8%)$ compare to those of RD16 due to smaller amount of dye-loading and less efficient electron injection for the RD17 device than for the RD16 device. For the RD18 dye (adding one more thiophene unit and one more hexyl chain), we found that the device showed even lower $J_{SC}(13.2mAcm^{-2}) $ that led to a poorest device performance (${\eta}=6.2%$) for the RD18 device. These results are against to those obtained from the same dyes sensitized on $TiO_2$ nanoparticle films and they can be rationalized according to the electron transport kinetics measured using the methods of charge extraction and transient photovoltage decays.

EPR Studies of the Active Sites of Carbon Monoxide Dehydrogenase from Clostridium thermoaceticum

  • Shin, Woonsup;Lindahl, Paul A.
    • 분석과학
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    • 제8권4호
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    • pp.869-876
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    • 1995
  • The active sites of the nickel and iron-containing enzyme, carbon monoxide dehydrogenase (CODH) from clostridium thermoaceticum were investigated using Electron Paramagnetic Resonance (EPR) technique. CODH exhibits several spectral features called NiFeC, $g_{ave}=1.82$, $g_{ave}=1.86$. FCII signals which are originated from different clusters in this enzyme. CODH is know to catalyze two different kinds of reactions - acetyl-CoA synthesis and CO oxidation. The acetyl-CoA synthesis activity can be followed by monitoring CO/acetyl-CoA exchange. The addition of 1,10-phenanthroline (phen) to CODH selectively destroyed the CO/acetyl-CoA exchange activity and eliminated the NiFeC signal completely. CO oxidation activity and other EPR signals were unaffected. Such behavior demonstrates that CODH has two distinct active sites and that the NiFe complex is only responsible for the CO/acctyl-CoA exchange activity. Phen caused the removal of only 30% of Ni in the NiFe complex ($0.3Ni/{\alpha}{\beta}$) as shown by the quantitative metal analysis. The phen-treated CODH could be reactivated fully by incubation In $Ni^{2+}$ solution. Radioactive $^{63}Ni^{2+}$ was used to quantitate the amount of the $Ni^{2+}$ incorporated into phen-treated enzyme and showed that the amount was the same as the removed by the phen treatment. i.e. $0.3Ni/{\alpha}{\beta}$. This indicates that only 30% of NiFe complexes are labile and responsible for the CO/acctyl-CoA exchange activity, the other 70% are non-labile and have no exchange activity. This is the first clear evidence that the NiFe complex is heterogencous and labile and non-labile Ni sites arc interacting differently with substrates and chelating agents like phen.

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청색(靑色) 사파이어의 열처리(熱處理)와 분광학적(分光學的) 특성(特性) (Heat Treatment and UV-Spectral Characteristics of Blue Sapphires from Shantung, China)

  • 나경주;김원사;김문영;배인국;장영남
    • 자원환경지질
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    • 제26권1호
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    • pp.107-114
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    • 1993
  • For the blue sapphires from Santung, China, the color change before and after has been investigated by UV-Visible spectrophotometry method. The blue sapphires from Shantung show four groups of absorption bands: the bands A (374, 386 and 450 nm) being attributed to single $Fe^{3+}$ ion, the band B (560, 579 and $704n{\breve{m}}$) to $Fe^{2+}$/$Ti^{4+}$ pairs, the band C (-800 nm) to $Fe^{2+}$/$Fe^{3+}$ pairs, and the D (528 nm) to $Ti^{3+}$ dd transitions. From those UV-VIS characteristics the origin of blue color of the sapphires is confirmed to be attributed by the factors such as $Fe^{2+}$/$Fe^{3+}$ and $Ti^{3+}$/$Ti^{4+}$. The absorption spectra of natural blue sapphires before and after heat treatment show distintive features, comparing with those of sapphires from other localities: the bands of 689 nm and of $Cr^{3+}$ are not recorded on the spectra of sapphires from Shantung. The band (492 nm), which resulted from $Ti^{3+}$, is not shown and the intensity of the band 528 nm decreases after the heat treatment. Decoloration of ink-blue sapphires are found to be successful by heat treatment with the control of annealing and atmosphere. During the diffusion process the excess components of impurities contained originally in the host crystal were expelled to the surface of crystals, enhancing the transparency of the crystals noticeably.

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TV 조명용 백색 LED의 광원 특성 분석 (Analysis of Characteristics of White LED Light Source for TV Lighting)

  • 이국세;문남미
    • 방송공학회논문지
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    • 제15권4호
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    • pp.461-473
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    • 2010
  • 최근 녹색 성장과 에너지 절감 방안이 크게 대두하면서 친환경과 절전형 광원으로 평가받는 LED 조명에 대한 관심이 급증하고 있다. 특히 LED 조명의 높은 효율성과 긴 수명, 소형 박형화에 따른 조명기구의 공간 효율성, 디지털 디밍(Dimming)에 의한 다양한 연출 효과 등의 장점이 있어 방송제작 현장에서도 미래 방송조명의 광원으로 기대되고 있다. 본 논문에서는 CIE의 기준에 따른 측광 방법으로 방송용 조명의 기본적인 광원특성을 용도별, 조명기구별로 측정하였다. 이를 바탕으로 기존 방송조명과 LED 조명의 분광분포 특성 및 연색성 등에 대한 비교 분석으로 LED 조명의 활용을 위한 기초자료를 확보하였다. 한편, 그림자 투영 실험과 색 재현성 실험을 통하여 LED의 새로운 광원에 의한 TV 조명이 고품질을 요구하는 방송영상에 미치는 영향과 문제점에 대한 개선방안을 제안한다.

항공사진의 질감 분석을 통한 김녕사구지역의 지형지물 추출 (Feature Extraction in an Aerial Photography of Gimnyeong Sand Dune Area by Texture Filtering)

  • 장은미;박경
    • 대한지리학회지
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    • 제41권2호
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    • pp.139-149
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    • 2006
  • 국내에서 해안사구의 생성과정 및 생물지화학적 특성에 대한 연구가 누적되어 왔지만 원격탐사방법을 이용한 분석은 범위를 파악하기 위한 수준으로 시각적 분석을 수행한 것이 대부분이다. 사구지역 범위 추출을 위한 적합한 질감분석방법을 찾아보기 위하여 제주도의 김녕사구지역을 대상으로 영상분석, 야외조사 및 통계분석을 실시하였다. 제주도 사구는 내륙으로 깊숙이 발달하고 있으며 현무암 돌담의 색채와 대비되어 단순 영상분류 분석보다는 질감분석을 적용할 경우 뚜렷한 범위를 도출할 수 있었다. 영상은 전처리 과정 이후에 Erdas Imagine과 ENVI 소프트웨어를 사용하였으며, 분산분석과 히스토그램 분석, 형태적 특성과 질감의 최고값에 대한 비모수 비교분석을 수행하였다. 도시지역은 농촌지역과 사구지역에 비해 질감의 변화가 폐합된 작은 폴리곤 형태를 나타내었으며, 사구지역은 도시지역과 유사한 높은 질감 변화값을 갖는다는 공통점을 갖는 반면에 폐합된 폴리곤의 크기는 농촌지역과 유사한 형태를 보여주는 이중적 특성을 보유하고 있었다. 하이패스필터적용 이후 생성된 사구지역의 폴리곤의 장축과 장축에 대한 단축의 비는 도시지역과 농촌지역에 비해 유의미하게 큰 것으로 나타났으며, 하이패스필터와 동일성 필터를 적용한 사례가 가장 효과적으로 도심지와 사구지역을 구별할 수 있었다.

Improved and quality-assessed emission and absorption line measurements in Sloan Digital Sky Survey galaxies

  • 오규석;;;이석영
    • 천문학회보
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    • 제36권2호
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    • pp.73.2-73.2
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    • 2011
  • We present a new database of absorption and emission-line measurements based on the entire spectral atlas from the Sloan Digital Sky Survey (SDSS) 7th data release of galaxies within a redshift of 0.2. Our work makes use of the publicly available penalized pixel-fitting(pPXF) and gas and absorption line fitting (gandalf) IDL codes, aiming to improve the existing measurements for stellar kinematics, the strength of various absorption-line features, and the flux and width of the emissions from different species of ionized gas. Our fit to the stellar continuum uses both standard stellar population models and empirical templates obtained by combining a large number of stellar spectra in order to fit a subsample of high-quality SDSS spectra for quiescent galaxies. Furthermore, our fit to the nebular spectrum includes an exhaustive list of both recombination and forbidden lines. Foreground Galactic extinction is implicitly treated in our models, whereas reddening in the SDSS galaxies is included in the form of a simple dust screen component affecting the entire spectrum that is accompanied by a second reddening component affecting only the ionised gas emission. Most notable of our work is that, we provide quality of the fit to assess reliability of the measurements. The quality assessment can be highly effective for finding new classes of objects. For example, based on the quality assessment around the Ha and [NII] nebular lines, we found approximately 1% of the SDSS spectra which classified as "galaxies" by the SDSS pipeline are in fact type I Seyfert AGN.

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파라핀이 코팅된 Rb 증기 셀에서 비선형 광자기 효과 신호 (Nonlinear Magneto-optic Effect in the Paraffin Coated Rb Vapor Cell)

  • 이현준;유예진;배인호;문한섭
    • 한국광학회지
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    • 제20권4호
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    • pp.249-254
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    • 2009
  • 본 연구에서는 파라핀이 코팅된 Rb원자 증기 셀을 이용하여 $^{87}Rb$ $D_1$전이선의 Hanle스펙트럼과 비선형 광자기 효과 신호를 조사하였다. 파라핀 코팅 증기 셀의 효과에 의한 좁은 스펙트럼 폭을 가진 영역과 순수 증기 셀에서 얻을 수 있는 넓은 스펙트럼폭을 가진 이중구조의 Hanle 스펙트럼을 관측할 수 있었다. 스펙트럼에 나타난 이중구조에서 좁은 선폭 영역의 선폭은 1 kHz로 측정되었고, 스펙트럼 크기는 전체 스펙트럼에 대해서 10%로 측정되었다. 또한, Hanle 스펙트럼에 대응되는 이중 미분형태의 비선형 광자기 신호를 관측하였으며, 기울기가 급격하게 변하는 비선형 광자기 신호의 기울기는 레이저의 출력이 $200{\mu}W$일 때 대략 10 mV/${\mu}T$였다.

텅스텐 램프를 이용한 실리콘 재결정시의 SOI 다층구조에 대한 열적모델 (A Thermal Model for Silicon-on-Insulator Multilayer Structure in Silicon Recrystallization Using Tungsten Lamp)

  • 경종민
    • 대한전자공학회논문지
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    • 제21권5호
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    • pp.90-99
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    • 1984
  • 양면에서 텅스텐 램프를 조사하는 실리콘 재결정시의 SOI(silicon-on-insulator) 다층구조에 대한 1차원적 온도 및 열원(열원)의 분포를 SOR(successive over-relaxation)방법을 이용하여 정상상태의 열방정식의 해로부터 구하였다. 열원의 분포는 광원의 스펙트럼, SOI sample 내부 계면에서의 다중반사, 광흡수 계수의 온도, 주파수 의존성 등을 고려하여 구하였으며, 열 방정식의 경계조건이 되는 wafer의 전면과 후면의 온도는 혹체복사 조건으로부터 구하였다. 내부계면에서는 전도열속(conduction heat flux)과 복사열속(radiation heat flux)에 의한 연속조건을 만족하도록 하였다. 본 문제에서의 온도분포와 열원의 분포는 상호간에 큰 영향을 주게 되므로, 두가지 변수가 일치되는 값을 보일 때까지 iteration을 계속하였다. Pyrometer을 이용하여 측정한 wafer 전면의 온도는 약1200°K이었고 이때의 simulation 결과는 1120°K 정도로 나타났다.

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