• 제목/요약/키워드: Spectral Features

검색결과 439건 처리시간 0.021초

DHMM을 이용한 한국어 음성 인식 (Korean Speech Recognition using DHMM)

  • 안태옥;이강성;유형근;이형준;조형제;변용규;김순협
    • 한국음향학회지
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    • 제10권1호
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    • pp.52-60
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    • 1991
  • 본 연구는 스펙트럼의 동적 특징을 한 파라메타로 하는 DHMM(Dynamic Hidden Markov Model)을 이용한 단독어인식에 관한 것으로 정적 스펙트럼 특징뿐 아니라 동적 스펙트럼 특징을 평가할 수 있는 DHMM에 근거한 음성 인식 실험을 논의 한다. 정적특징으로는 LPC cepstrum 계수를 이용하였고, 동적특징으로는 LPC cepstrum 의 회귀계수를 사용하였다. 이들 두 개의 특징 벡터들을 각각 집단화하여 만든 두 VQ codebook과 입력으로 받아들인 정적 벡터및 동적벡터로 단어들을 DHMM(Dynamic Hidden Markov Model)으로 모델링 하였다. 전체적인 실험에서 기존의 HMM을 이용한 인식실험에서는 88.8%의 인식율을 얻었는데 반해, DHMM을 이용한 인식실험에서는 92.7%의 인식율을 보였다.

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Integration of ERS-2 SAR and IRS-1 D LISS-III Image Data for Improved Coastal Wetland Mapping of southern India

  • Shanmugam, P.;Ahn, Yu-Hwan;Sanjeevi, S.;Manjunath, A.S.
    • 대한원격탐사학회지
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    • 제19권5호
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    • pp.351-361
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    • 2003
  • As the launches of a series of remote sensing satellites, there are various multiresolution and multi-spectral images available nowadays. This diversity in remotely sensed image data has created a need to be able to integrate data from different sources. The C-band imaging radar of ERS-2 due to its high sensitivity to coastal wetlands holds tremendous potential in mapping and monitoring coastal wetland features. This paper investigates the advantages of using ERS-2 SAR data combined with IRS-ID LISS-3 data for mapping complex coastal wetland features of Tamil Nadu, southern India. We present a methodology in this paper that highlights the mapping potential of different combinations of filtering and integration techniques. The methodology adopted here consists of three major steps as following: (i) speckle noise reduction by comparative performance of different filtering algorithms, (ii) geometric rectification and coregistration, and (iii) application of different integration techniques. The results obtained from the analysis of optical and microwave image data have proved their potential use in improving interpretability of different coastal wetland features of southern India. Based visual and statistical analyzes, this study suggests that brovey transform will perform well in terms of preserving spatial and spectral content of the original image data. It was also realized that speckle filtering is very important before fusing optical and microwave data for mapping coastal mangrove wetland ecosystem.

Unbiased spectroscopic study of the Cygnus Loop with LAMOST

  • Seok, Ji Yeon;Koo, Bon-Chul;Zhao, Gang
    • 천문학회보
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    • 제43권1호
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    • pp.44.1-44.1
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    • 2018
  • We present a spectroscopic study of the Galactic supernova remnant (SNR) Cygnus Loop using the fifth Data Release (DR5) of LAMOST. The LAMOST (Large Sky Area Multi-Object Fiber Spectroscopic Telescope) features both a large field-of-view (about 20 deg2) and a large aperture (~4 m in diameter), which allow us to obtain 4000 spectra simultaneously. Its wavelength coverage ranges from ${\sim}3700{\AA}$ to $9000{\AA}$ with a spectral resolution of $R{\approx}1800$. The Cygnus Loop is a prototype of middle-aged SNRs, which has advantages of being bright, large in angular size (${\sim}3.8^{\circ}{\times}3^{\circ}$), and relatively unobscured by dust. Along the line of sight of the Cygnus Loop, 2747 LAMOST DR5 spectra are found in total, which are spatially distributed over the entire remnant. Among them, 778 spectra are selected based on the presence of emission lines (i.e., [O III]${\lambda}5007$, Ha, and [S II]${\lambda}{\lambda}$ 6717, 6731) for further visual inspection. About half of them (336 spectra) show clear spectral features to confirm their association with the remnant, 370 spectra show stellar features only, and 72 spectra are ambiguous and need further investigation. For those associated with the remnant, we identify emission lines and measure their intensities. Spectral properties considerably vary within the remnant, and we compare them with theoretical models to derive physical properties of the SNR such as electron density and temperature, and shock velocity. While some line ratios are in good agreement with model prediction, others cannot be explained by simple shock models with a range of shock velocities. We discuss these discrepancies between model predictions and the observations and finally highlight the powerfulness of the LAMOST data to investigate spatial variations of physical properties of the Cygnus Loop.

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Water-Methanol and Water-Acetonitrile Mixture Analysis using NIR Spectral Data and Iterative Target Transform Factor Analysis

  • Na, Dae-Bok;Hur, Yun-Jeong;Park, Young-Joo;Cho, Jung-Hwan
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1289-1289
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    • 2001
  • Water-methanol and water-acetonitrile mixtures are frequently used as HPLC solvent system and strong hydrogen bonding is well-known. But a detailed aspect of water-methanol and/or water-acetonitrile mixtures have not been shown with direct spectral evidence. Recently, near infrared spectroscopy and chemometric data refinery have been successfully combined in many applications. On the basis of factor analytical methods, the spectral features of water-methanol and water-acetonitrile mixtures were studied to reveal the detail of mixtures. Water-methanol and water-acetonitrile mixtures were prepared with varying concentration of each constituent and near infrared spectral data were acquired in the range of 1100-2500nm with 2-nm interval. The data matrices were analysed with ITTFA(Iterative Target Transform Factor Analysis) algorithm implemented as MATLAB codes. As a result, the concentration profiles of water, methanol and water-methanol complex were resolved and the spectra of water-methanol complexes were calculated, which cannot be acquired with pure complexes. A similar result was obtained with NIR spectral data of water-acetonitrile mixtures. Moreover, pure spectra of hydrogen-bonding complexes of water-methanol and water-acetonitrile can be computed, while any other usual physical methods cannot isolated those complexes for acquiring pure component spectra.

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한반도 주변상공의 정지궤도 인공위성 분광관측1 (SPECTROSCOPIC OBSERVATIONS OF GEO-STAT10NARY SATELLITES OVER THE KOREAN PENINSULA)

  • 이동규;김상준;한원용;박준성;민상웅
    • Journal of Astronomy and Space Sciences
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    • 제18권2호
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    • pp.101-108
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    • 2001
  • 경희대학교의 인공위성 관측용 40cm 망원경 시스템을 이용하여 한반도 주변상공에서 관측이 가능한 정지궤도위성 중 6개국의 통신위성 9기와 기상위성 1기를 선정하여 저분산 분광관측을 시도하였다. 그 결과 가시광 영역에서 인공위성 각각의 고유한 분광선 형태가 상호간 현저하게 차이가 있어 보였고 이를 분광선 패턴에 따라 4종류의 그룹으로 분류가 가능하였다 국가별, 임무별로 인공위성의 정밀한 분광선 패턴별 목록화를 위해서는 더 많은 인공위성의 분광관측 데이터가 필요하고 이를 바탕으로 지상 실험실 측정자료와 비교하여 인공위성의 외부 구조체 재질과 색깔을 식별하여야 한다.

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DEEP-South: Taxonomic Classification of Asteroids Based on Johnson-Cousins Photometric System

  • Roh, Dong-Goo;Moon, Hong-Kyu;Kim, Myung-Jin;Park, Jintae;Choi, Young-Jun;Yim, Hong-Suh;Lee, Hee-Jae;Oh, Young-Suk
    • 천문학회보
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    • 제41권1호
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    • pp.56.1-56.1
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    • 2016
  • Surface mineralogy of asteroids are inferred from photometric and spectroscopic observations with the wide range of wavelengths spanning from far-ultraviolet to mid-infrared. We classify mineralogy of those objects based on their spectral absorption features and spectral slopes. Based on overall spectral shapes, mineralogical classes are divided into three broad complexes; silicates (S), carbonaceous (C) and Vestoids (V), and the end-members that do not fit within the S, C and V broad-complexes. Each of them is subdivided into individual classes. Spectral classification of asteroidal objects has been simply represented by a combination of photometric colors. For a decade, photometric data of asteroids have been grouped and classified according to their SDSS colors converted from the spectral taxonomy. However, systematic studies for asteroid taxonomy based on Johnson-Cousins filters is few, and were conducted only with a small number of objects. In this paper, we present our preliminary results for taxonomic classification of Main Belt asteroids based on KMTNet Johnson-Cousins photometric color system.

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양산-동래 단층 지역의 암석에 대한 분광학적 연구 (Spectral Reflectivity on Geological Materials in Yangsan-Dongrae Fault Area)

  • 姜必鍾;智光薰
    • 대한원격탐사학회지
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    • 제3권1호
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    • pp.1-10
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    • 1987
  • The study was performed to recognize the most preferable spectral chennels for discriminating geological materials using the portable radiometer. The portable radiometer covers the visible and short infrared regions from approximately 0.4 to 2.5 microns which are coincided with Landsat TM, and the rock samples used for the study are pyrophylites, andesites, granite, granodiorite and silicified sedimentary rocks which are collected in Yangsan-Dongrae fault area. The analysis of the rock sample provides a preliminary basis for determining the wavelength regions showing diagnostic spectral features and for discriminating hydrothermal altered rocks from the unaltered rocks. The measurement of spectral of spectral reflectance for the rock samples was carried out in the laboratory which environment condition such as temperature, light sources, and humidity are constant. The analysis of the measured data was based on correlation between the reflectance value of the rock samples, and the follow discriptions are output of the study. 1) Pyrophyllite shows absorption at 0.83 $\mu\textrm{m}$ due to the oxidation of pyrite, and absorption at 2.22 $\mu\textrm{m}$ due to OH. 2) The altered rocks have generally higher reflectance than the unaltered rocks. 3) The ratio mesurement of pyrophyllites shows strong absorption at band 5/6 and band 6/4(in Landsat TM 5/7, 7/4). The ratio 1/5(Landsat TM 1/5) may be useful to discriminate andesite from the granite.

FT-IR을 이용한 중요 광물의 적외 방출도 스펙트럼 측정 (Infrared Emissivity of Major Minerals Measured by FT-IR)

  • 이유정;박중현;이광목
    • 대기
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    • 제25권4호
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    • pp.601-610
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    • 2015
  • This study measured the emissivity spectra of 5 major rock-forming minerals using a Fourier Transform Infrared (FT-IR) spectrometer in the spectral region of $650{\sim}1400cm^{-1}$. The mineral samples are quartz, albite, bytownite, anorthite, and sandstone. We compared emissivity spectra measured in this study with spectra provided by Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) and Arizona State University (ASU). The spectral features of emissivity such as Reststrahlen Band (RB) and Christiansen Feature (CF) locations were compared. Results showed that both CF and RB locations of emissivity spectra measured in this study were similar to those from ASTER and ASU. In the case of quartz, the RB was occurred in the region of $700{\sim}850cm^{-1}$ and $1050{\sim}1250cm^{-1}$. The spectral position of emissivity peak was in good agreement with the location of ASTER and ASU. For plagioclase (albite, bytownite, and anorthite), the spectral location of CF was shifted toward larger wavenumber and the emissivity value was increased in the region of $870{\sim}1200cm^{-1}$ with Ca percentage. The CF of anorthite and bytownite was occurred at $1245.79cm^{-1}$, and that of albite was occurred at $1283.79cm^{-1}$. We also confirmed that emissivity feature of sandstone includes both emissivity features of quartz and calcite. However, there were some differences in the magnitude of emissivity and locations of RB and CF. These were due to the differences in measurement methods, and differences in particle size and temperature of samples.

DYNAMICAL CHARACTERISTICS OF THE QUIET TRANSITION REGION: SPATIAL CORRELATION STUDIES OF H I 931 AND S VI 933 UV LINES

  • YUN HONG SIK;CHAE JONG CHUL;POLAND A. I.
    • 천문학회지
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    • 제31권1호
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    • pp.1-17
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    • 1998
  • To understand the basic physics underlying large spatial fluctuations of intensity and Doppler shift, we have investigated the dynamical charctersitics of the transition region of the quiet sun by analyzing a raster scan of high resolution UV spectral band containing H Lyman lines and a S VI line. The spectra were taken from a quiet area of $100'\times100'$ located near the disk center by SUMER on board SOHO. The spectral band ranges from 906 A to 950 A with spatial and spectral resolution of 1v and $0.044 {\AA}$, respectively. The parameters of individual spectral lines were determined from a single Gaussian fit to each spectral line. Then, spatial correlation analyses have been made among the line parameters. Important findings emerged from the present analysis are as follows. (1) The integrated intensity maps of the observed area of H I 931 line $(1\times10^4 K)$ and S VI 933 line $(2\times10^5 K)$ look very smilar to each other with the same characterstic size of 5". An important difference, however, is that the intensity ratio of brighter network regions to darker cell regions is much larger in S VI 933 line than that in H I 931 line. (2) Dynamical features represented by Doppler shifts and line widths are smaller than those features seen in intensity maps. The features are found to be changing rapidly with time within a time scale shorter than the integration time, 110 seconds, while the intensity structure remains nearly unchanged during the same time interval. (3) The line intensity of S VI is quite strongly correlated with that of H I lines, but the Doppler shift correlation between the two lines is not as strong as the intensity correlation. The correlation length of the intensity structure is found to be about 5.7' (4100 km), which is at least 3 times larger than that of the velocity structure. These findings support the notion that the basic unit of the transition region of the quiet sun is a loop-like structure with a size of a few $10^3 km$, within which a number of unresolved smaller velocity structures are present.

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폐석탄광 하류 밭토양 및 논토양의 중금속 함량과 광물조성에 따른 분광학적 특성 (Spectral Characteristics associated with Heavy Metal Concentration and Mineral Composition in Cropland and Rice Field Soils from Downstream of an Abandoned Coal Mine)

  • 서지희;유재형;고상모;이범한
    • 자원환경지질
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    • 제53권6호
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    • pp.743-753
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    • 2020
  • 본 연구는 폐석탄광산인 옥동탄광 하류에 위치한 밭토양과 논토양을 대상으로 중금속함량, 광물조성, 분광특성을 고찰하였다. X선 형광분석 결과 밭토양과 논토양 모두 비소가 토양환경오염 우려기준을 초과하여 검출되었으며 밭토양이 논토양보다 중금속오염지수가 상대적으로 높은 것을 확인하였다. X선 회절분석 결과 밭토양과 논토양 모두에서 석영, 방해석, 고령토, 일라이트, 스멕타이트, 자철석 그리고 적철석 광물이 검출되었다. 또한 유기물 분석을 실시한 결과 밭토양의 유기물 함량 변이가 더 큰 것으로 나타났다. 분광분석 결과 밭토양과 논토양의 전체적인 반사도 곡선의 양상과 흡광특성은 유사하게 발현됨을 확인하였다. 490nm 부근과 900nm 부근에서 토양 내 산화철에 의해, 1410nm, 1910nm 부근과 2200nm 부근에서 점토광물인 고령토와 스멕타이트군에 의한 흡광특성이 두드러지게 나타났으며 유기물의 함량이 많을수록 반사도가 감소하였다. 흡광 깊이는 밭토양과 논토양 모두 흡광특성이 발현되는 곳에서 오염 지수가 높아짐에 따라 흡광깊이는 얕아졌으며, 유기물 함량이 증가함에 따라 490nm 부근과 1916nm 부근의 흡광깊이가 얕아지는 경향을 보였다.