• 제목/요약/키워드: Spectral Characteristic

검색결과 289건 처리시간 0.034초

이산 웨이브렛 변환영역에서의 스펙트럼 차감법을 이용한 잡음제거 (Noise Reduction using Spectral Subtraction in the Discrete Wavelet Transform Domain)

  • 김현기;이상운;홍재근
    • 한국멀티미디어학회논문지
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    • 제4권4호
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    • pp.306-315
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    • 2001
  • 잡음환경에서의 음성인식을 위하여 음성에 부가된 잡음을 제거하는 방법에 있어, 기존의 스펙트럼 차감법은 잡음과 음성을 정확히 구별하기 힘들고 정확한 잡음의 특성을 추정할 수 없는 단점이 있다. 또한 웨이브렛 변환영역에서의 잡음제거 방법은 임계값 적용시 저주파 영역보다는 고주파영역에 상대적으로 더 큰 영향을 미쳐 고주파영역에서 신호의 손실이 발생하는 단점이 있다. 본 논문에서는 스펙트럼 차감법 및 웨이브렛 변환을 이용한 잡음제거 방법의 단점을 개선하기 위하여 연속 웨이브렛 변환 영역에서 웨이브렛 계수의 스케일별 표준편차로 묵음구간과 음성 구간을 판별하여 끝점을 검출 후, 잡음이 섞인 음성신호를 이산 웨이브렛 변화에 의해 3개의 대역으로 분리하여 각각의 대역 내에서 스펙트럼 차감법을 적용시키는 방법을 제안한다. 끝점을 검출하고 대역을 나눔으로써 스펙트럼 차감을 적응할 잡음 신호의 특성을 정확히 추출할 수 있다. 실험을 통하여 제안한 방법이 기존의 스펙트럼 차감법 및 웨이브렛 변환을 이용한 잡음제거 방법보다 신호대 잡음비 및 Itakura-Saito거리 측면에서 향상됨을 확인할 수 있었다.

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Pan-sharpening Effect in Spatial Feature Extraction

  • Han, Dong-Yeob;Lee, Hyo-Seong
    • 대한원격탐사학회지
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    • 제27권3호
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    • pp.359-367
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    • 2011
  • A suitable pan-sharpening method has to be chosen with respect to the used spectral characteristic of the multispectral bands and the intended application. The research on pan-sharpening algorithm in improving the accuracy of image classification has been reported. For a classification, preserving the spectral information is important. Other applications such as road detection depend on a sharp and detailed display of the scene. Various criteria applied to scenes with different characteristics should be used to compare the pan-sharpening methods. The pan-sharpening methods in our research comprise rather common techniques like Brovey, IHS(Intensity Hue Saturation) transform, and PCA(Principal Component Analysis), and more complex approaches, including wavelet transformation. The extraction of matching pairs was performed through SIFT descriptor and Canny edge detector. The experiments showed that pan-sharpening techniques for spatial enhancement were effective for extracting point and linear features. As a result of the validation it clearly emphasized that a suitable pan-sharpening method has to be chosen with respect to the used spectral characteristic of the multispectral bands and the intended application. In future it is necessary to design hybrid pan-sharpening for the updating of features and land-use class of a map.

모래와 실트의 탁수에 대한 분광특성 분석 (Analysis of Spectral Reflectance Characteristics for Sand and Silt Turbid Water)

  • 신형섭;이규호;박종화
    • 한국농공학회논문집
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    • 제51권3호
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    • pp.37-43
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    • 2009
  • The objective of this study was to investigate the basic relationships between spectral reflectance and varying concentrations of sediment in surface waters. An experimental method for determining suspended sediment concentration (SSC) in the water by use of a spectroradiometer above the water surface, in visible and near-infrared (NIR) wavelengths, is applied. The main advantage of the method is the direct comparison of spectral reflectance and the SSC, but it requires an accurate knowledge of the water body and sediment. Therefore numerous spectroradiometric measurements are carried out in situ measurements, for SSC, ranging from zero to 100 percentage and two types of sediment applied in the water tank. The results indicate that the suspended sediment causes increasing spectral reflectance response in waters. We observed that spectral reflectance increases with SSC, first at the lower wavelengths (430-480 nm), then in the middle wavelengths (570-700 nm), and finally, in the NIR domain (800-820 nm); a characteristic maximum reflectance appears at 400-670 nm. Relationships between the wavelength, integral value, and the SSC were evaluated on the basis of the regression analysis. The regression curve for the relation between the wavelength, integral value, and the SSC were determined ($R^2$>0.98). Finally, the specular wavelength can be estimated to recognize the sediment and to improve SC estimation accuracy in the water.

The Application of Satellite Image for Extracting Cultural Grounds of Laver

  • Jo, Myung-Hee;Jo, Yun-Won;Ha, Sung-Ryong;Choi, Kyung-Hwan;Jung, Yun-Jae
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume I
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    • pp.421-425
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    • 2006
  • This study was to propose the spatial analysis method of extracting the spectral characteristic of cultural grounds of lavers in marine especially ApHae-myeon, ShinAn-gun, JellaNam-do, through using various satellite images. In addition, the information of cultural grounds of laver such as the existence of illegal cultural grounds of laver distribution was extracted through using satellite images and GIS analysis methods. For the further work, the spatial analysis to extract not only cultural grounds of laver business but also artificial facilities in marine will be proposed.

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A Survey of Fusion Techniques for Multi-spectral Images

  • Achalakul, Tiranee
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -2
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    • pp.1244-1247
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    • 2002
  • This paper discusses various algorithms to the fusion of multi-spectral image. These fusion techniques have a wide variety of applications that range from hospital pathology to battlefield management. Different algorithms in each fusion level, namely data, feature, and decision are compared. The PCT-Based algorithm, which has the characteristic of data compression, is described. The algorithm is experimented on a foliated aerial scene and the fusion result is presented.

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An Approach to Fuse IKONOS Images by Wavelet Transformation

  • Zhu, Changqing;Wang, Yuhai
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.776-782
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    • 2003
  • This paper develops an approach to fuse 1-meter resolution spatial panchromatic and 4-meter resolution multi-spectral IKONOS images. The approach is based on the characteristics of four-band wavelet transformation. The experiment shows that the fused images based on four-band wavelet method contain with not only high spatial resolution but also rich spectral characteristic.

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5세대 이동통신을 위한 후보 변조기술들의 시간과 주파수 자원 비교 분석 (Comparison Analysis of Time and Frequency Resource of Candidate Waveforms for 5G Mobile Communications)

  • 안창영;유흥균
    • 한국전자파학회논문지
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    • 제27권11호
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    • pp.987-995
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    • 2016
  • 5세대 이동통신을 위한 후보변조기술에서 중요한 평가 요인 중 하나는 OOB(Out of Band) 전력 저감을 통한 주파수 효율 향상 특성이다. 본 논문에서는 5세대 이동통신을 위한 후보변조기술로 주목받고 있는 UFMC(Universal Filtered Multi-Carrier), FBMC(Filter Bank Multi-Carrier), W-OFDM(Weighted Orthogonal Frequency Division Multiplexing) 시스템에 대한 시간 자원 할당에 대한 주파수 자원의 효율을 평가하고 비교 분석한다. 시뮬레이션을 통해 시간 자원 할당에 대한 스펙트럼 효율 향상 특성을 확인하였으며, 추가적으로 확보할 수 있는 주파수 자원을 확인하였다. 본 논문에서는 동일한 데이터 비트를 전송하며, 4개의 심볼을 전송하는 조건에서, 시스템이 선형일 때, 각 시스템은 모두 유사한 시간-주파수 자원 활용 효율을 보이나, 비선형 조건에서는 FBMC의 시간-주파수 자원 활용 효율이 가장 크게 저하되는 것을 확인하였다.

Improvement of the Spectral Reconstruction Process with Pretreatment of Matrix in Convex Optimization

  • Jiang, Zheng-shuai;Zhao, Xin-yang;Huang, Wei;Yang, Tao
    • Current Optics and Photonics
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    • 제5권3호
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    • pp.322-328
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    • 2021
  • In this paper, a pretreatment method for a matrix in convex optimization is proposed to optimize the spectral reconstruction process of a disordered dispersion spectrometer. Unlike the reconstruction process of traditional spectrometers using Fourier transforms, the reconstruction process of disordered dispersion spectrometers involves solving a large-scale matrix equation. However, since the matrices in the matrix equation are obtained through measurement, they contain uncertainties due to out of band signals, background noise, rounding errors, temperature variations and so on. It is difficult to solve such a matrix equation by using ordinary nonstationary iterative methods, owing to instability problems. Although the smoothing Tikhonov regularization approach has the ability to approximatively solve the matrix equation and reconstruct most simple spectral shapes, it still suffers the limitations of reconstructing complex and irregular spectral shapes that are commonly used to distinguish different elements of detected targets with mixed substances by characteristic spectral peaks. Therefore, we propose a special pretreatment method for a matrix in convex optimization, which has been proved to be useful for reducing the condition number of matrices in the equation. In comparison with the reconstructed spectra gotten by the previous ordinary iterative method, the spectra obtained by the pretreatment method show obvious accuracy.

1 - 5 Micron Spectra of Titan: The Spectral and Altitudinal Variation of Haze

  • Kim, Sang-Joon
    • 천문학회보
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    • 제39권2호
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    • pp.96.2-96.2
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    • 2014
  • Using solar occultation data obtained by Cassini/Visual Infrared Mapping Spectrometer (VIMS), we were able to retrieve the 1 - 5 mm optical-depth spectra of the Titanian haze, for which only selected wavelength and altitudinal ranges were previously analyzed. We found that the gross 1 - 5 mm shapes of the retrieved haze spectra are significantly different from the spectra of tholin samples in the literature. We also derived the vertical variation of the spectral structure of the $3.3-3.4{\mu}m$ absorption feature of the Titan haze from the VIMS data recorded between 250 and 700 km altitude. We found a marked change between 480 and 580 km in the relative amplitudes of the 3.33 and $3.38{\mu}m$ features which are characteristic of aromatic (double C=Cchains or rings) or aliphatic (single C-C chains) structural groups, respectively. Dicussions on this spectral and altitudinal variation will be presented.

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다차원 스펙트럼 해석법을 이용한 차실내 운전자석 진동전달경로 규명에 관한 연구 (A Study on Vibration Transfer Path Identification of Vehicle Driver's Position by Multi-dimensional Spectral Analysis)

  • 이유엽;박상길;오재응
    • 한국소음진동공학회논문집
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    • 제17권8호
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    • pp.741-746
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    • 2007
  • In this study, transfer path identification and output estimation are simulated by multi-dimension spectral analysis method (MDSA). Multi -input/single-output system give expression the vehicle suspension which each inputs are correlated reciprocally. In case of correlating with inputs, the system needs separating the each input signal by MDSA. Main simulations are about finding effective input by coherent output spectrum and selecting optimal input's number by multiple coherence function. Also, by shielding transfer path of each input, transfer path characteristic is identified in terms of overall integrated contribution level.