• Title/Summary/Keyword: 추출표

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An Emotion Recognition Technique Using Speech Signals (음성신호를 이용한 감정인식)

  • Jeong, Byeong-Uk;Cheon, Seong-Pyo;Kim, Yeon-Tae;Kim, Seong-Sin
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.11a
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    • pp.123-126
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    • 2007
  • 본 논문은 음성신호를 이용한 감정인식에 관한 연구이다. 감정인식에 관한 연구는 휴먼 인터페이스(Human Interface) 기술의 발전에서 인간과 기계의 상호작용을 위한 것이다. 본 연구에서는 음성신호를 이용하여 감정을 분석하고자 한다. 음성신호의 감정인식을 위해서 음성신호의 특정을 추출하여야한다. 본 논문에서는 개인에 따른 음성신호의 감정인식을 하고자하였다. 그래서 화자인식에 많이 사용되는 음성신호 분석기법인 Perceptual Linear Prediction(PLP) 분석을 이용하여 음성신호의 특정을 추출하였다. 본 연구에서는 PLP 분석을 통하여 개인화된 감정 패턴을 생성하여 간단하면서도 실시간으로 음성신호로부터 감정을 평가 할 수 있는 알고리즘을 만들었다.

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Statistica Basic Language를 이용한 통계 교육

  • Park, Dong-Jun
    • Communications of Mathematical Education
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    • v.8
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    • pp.279-286
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    • 1999
  • 수학 통계용 그래픽 계산기와 통계 자료 분석용 소프트웨어를 활용하는 외국과 국내의 통계 교육의 ·추세를 소개한다. 그리고 통계 자료 분석용 소프트웨어인 Statistica의 특징을 요약한 다음 통계학을 효과적으로 교육하기 위하여 Statistica에서 제공되는 Statistica Basic Language로 프로그램한 세 가지 모듈을 제시한다. 프로그램을 입력하는 과정을 간단히 설명한 후 각 모듈을 소개한다. 처음 모듈은 숫자 값으로 표현되는 계량 자료에 대한 단순 통계량들을 구하기 위하여 분석하려는 원시 자료를 Sprea-dsheet에 입력한 다음 Statistica Basic Language로 프로그램한 모듈을 실행시킴으로써 한 번에 입력 자료에 대한 단순 통계량의 결과들을 볼 수 있도록 하였다. 둘째로 1에서 100까지 숫자들을 단순 랜덤 비복원 추출하는 과정을 프로그램한 모듈을 제시하였다. 마지막으로 프로그램한 모듈에서 제시되는 윈도우에 균일 분포에서 단순 랜덤 복원 추출하기 위한 표본의 크기와 샘플링 반복 횟수를 입력하면 표본 평균의 도수분포표와 도수분포도가 작성되어 표본 평균의 분포가 중심극한정리를 따르는가를 확인하였다.

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Scene Change Detection Using Local $X^2$ (지역적 $X^2$를 이용한 장면전환검출 기법)

  • Shin, Seong-Yoon;Baik, Seong-Eun;Pyo, Seong-Bae;Rhee, Yang-Won
    • KSCI Review
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    • v.15 no.1
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    • pp.203-207
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    • 2007
  • 본 논문에서는 비디오의 분할을 위하여 먼저 기존에 제안되었던 차이 값 추출방법들의 단점들을 극복하고 장점을 최대한 활용할 수 있으며 급진적 장면전환부터 점진적 장면전환까지 모두 예측할 수 있는 강건하고 복합적인 차이 값 추출방법에 대해서 제안한다. 이 방법은 지역적 $X^2$-테스트로서 기존의 컬러 히스토그램과 $X^2$-테스트를 결합한 방법이다. 본 논문을 위하여 기존의 히스토그램 기반 알고리즘과 비교하여 좋은 성능을 보여주는 $X^2$-테스트를 변형하였고, 컬러 값의 세분화 작업에 따른 검출효과를 높이기 위하여 명암도 등급에 따른 가중치를 적용한 지역적 $X^2$-테스트를 이용하였다. 이 방법은 복잡하고 다양한 시세계의 영상 변화를 가장 일반적이고 표준화된 방법으로 분석하고 분할하며 표현할 수 있는 방법이다. 기존의 $X^2$-테스트와 제안된 지역적 $X^2$-테스트 방법의 비교는 실험을 통해 입증되었다.

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Web-based Photo Classification using EXIF Metadata (EXIF 메타데이터를 활용한 웹 기반 사진 자동분류)

  • Choi, Hong-Seon;Lee, Kang-Hee;Im, Kwang-Hyuk;Kim, Soo-Kyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2012.07a
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    • pp.301-302
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    • 2012
  • 본 논문에서는 웹 서버에 사진을 등록(upload)하면 서버에서 자동으로 사진의 메타데이터(EXIF)의 GPS정보를 추출하여 미리 정이된 정보와 비교하여 사진이 촬영된 장소를 표시하고, 좌표 값을 활용하여 구글 지도(google map)과 연계되는 방법을 제안한다. 사진등록으로 사용되는 서버 웹페이지로는 php를 사용하여 그림을 등록하고, exif_read_data함수를 사용하여 메타데이터에 접근하고 메타데이터 안의 GPS의 값을 추출하여 정의된 분류표에 의해 사진을 분류하고, 구글지도와 연계하여 촬영된 위치를 지도상에서도 확인할 수 있도록 하였다.

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Profile Position Control of Extractive Thermally Coupled Distillation System (추출 열 통합 증류계의 프로필 위치 제어)

  • Cho, Hoon;Choi, Yu-Mi;Lee, Jin-Hong;Cho, Im-Pyo;Han, Myung-Wan
    • Korean Chemical Engineering Research
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    • v.50 no.5
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    • pp.815-824
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    • 2012
  • Extractive distillation system can be used when the components to be separated have close boiling points or form azeotropes. Extractive distillation is one of the most important and widely used separation methods in chemical process industry. The main disadvantage of the distillation is its high-energy requirements. Thermally coupled distillation system (TCDS) can provide significant savings in energy consumption and capital cost over the operation of sequences based on conventional distillation column. Despite such advantages of the thermally coupled distillation system, the process is not widely used in industry because control and operation of the column are difficult. In this study, we propose several control schemes for thermally coupled distillation system to overcome the difficulties and make the column stable when the process is confronted with feed disturbances. Profile position control scheme shows best control performance among the proposed control schemes.

The Extraction and Derivatization of Organotins in Water Sample by Gas Chromatograph/Mass Spectrometer (기체크로마토그래프/질량분석기에 의한 물시료 중 Organotin의 추출 및 유도체 반응에 관한 연구)

  • Hong, Jee-Eun;Lee, Kang-Jin;Pyo, Hee Soo;Park, Song-Ja;Lee, Won
    • Analytical Science and Technology
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    • v.13 no.5
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    • pp.636-645
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    • 2000
  • A method is described for the determination of organotins in water samples by GC/MS. Optimized derivatization methods for ethylation and hydrogenation of organotins were surveyed according to various reaction conditions such as time, pH and concentration of reagents. The organotins were extracted with n-hexane in presence of 0.1% tropolone and hydrogenated with sodium borohydride. Extraction recoveries of organotins with hydrogenation were in the range of 61-112%. After ethylation, organotins in water samples were extracted by liquid-liquid extraction (LLE) and solid-phase extraction (SPE). Using LLE, extraction recoveries were in the range of 74-113%. The recoveries ranged from 61-97% in the case of SPE with styrene-divinylbenzene copolymers. Method detection limits of hydrogenated and ethylated organotins ranged from 0.05 to 0.5 ng/ml and from 0.02 to 0.05 ng/ml, respectively.

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Enhancement of Anti-inflammatory Activities of Fermented Scutellaria baicalensis Extracts using Lactobacillus rhamnosus (유산균 발효를 통한 황금 추출물의 항염증 효과 증진)

  • Choi, Woo Seok;Kwon, Hee-Souk;No, Ra Hwan;Choi, Geun Pyo;Lee, Hyeon Yong
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.39 no.4
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    • pp.303-311
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    • 2013
  • This study was performed to investigate the anti-inflammatory activities of fermented Scutellaria baicalensis extracts using Lactobacillus rhamnosus. The extracts were WE (water extract at $100^{\circ}C$ for 24 h), EE (70% ethanol extract at $60^{\circ}C$ for 24 h), FWE (fermented and water extract at $60^{\circ}C$ for 24 h), FEE (fermented and 70% ethanol extract at $60^{\circ}C$ for 24 h). The cytotoxicity of the extracts was in the range of 11.2 ~ 15.6 % at 1.0 mg/mL concentratioin. The FEE showed the lowest activity at 1.0 mg/mL concentratioin. Compared to the WE, hyaluronidase inhibitory activity contents in the FEE increased to 9.2% at 1.0 mg/mL concentratioin. Nitric oxide production of WE, EE, FWE and FEE at 1.0 mg/mL concentration was mesured as 7.6, 7.9, 6.9, 6.4 ${\mu}M$, respectively. $PGE_2$ secretion of the human fibroblast of the FEE were lower than 810 pg/mL. Our results suggested that the extracts from fermentation process after 70% ethanol extraction had relatively high anti-inflammatory activities and that the Scutellaria baicalensis could be more extracted in FEE than others.

A Study on the Application of Land Form Indices to the Standardization of Development Available Lands, using GIS (GIS 기반 개발가능지 정형화를 위한 토지형상기준 적용에 관한 연구)

  • Kim Jung-Hoon;Chae Myung-Ki;Cho Chun-Man
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.24 no.1
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    • pp.99-110
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    • 2006
  • The current study aims at the design of GIS-based systematic and quantitative standards for development available land forms, precluding any planners' subjective manipulation of those irregular lands. More specifically, first, as the elements of land form standards, both LFI (Land Form Index) and ARCI (Adjusted Related Circumscribing Circle Index) are proposed. Second, through the sample survey of ready-developed residential areas, standard minimum and maximum values for LFI and ARCI were extracted. Third, through the application of those standardized ranges of LFI and ARCI values, actual land form standardization process was performed for the lands with LFI and ARCI indices, falling below the range of standardized values. The significance of the current study lies within the objective proof of the possibility of GIS-supported land form standards applications to actual cases, through the introduction of LFI and ARCI as land form standard indices.

Speech Synthesis for the Korean large Vocabulary Through the Waveform Analysis in Time Domains and Evauation of Synthesized Speech Quality (시간영역에서의 파형분석에 의한 무제한 어휘 합성 및 음절 유형별 규칙합성음 음질평가)

  • Kang, Chan-Hee;Chin, Yong-Ohk
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.1
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    • pp.71-83
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    • 1994
  • This paper deals with the improvement of the synthesized speech quality and naturality in the Korean TTS(Text-to-Speech) system. We had extracted the parameters(table2) such as its amplitude, duration and pitch period in a syllable through the analysis of speech waveforms(table1) in the time domain and synthesized syllables using them. To the frequencies of the Korean pronunciation large vocabulary dictionary we had synthesized speeches selected 229 syllables such as V types are 19, CV types are 80. VC types are 30 and CVC types are 100. According to the 4 Korean syllable types from the data format dictionary(table3) we had tested each 15 syllables with the objective MOS(Mean Opinion Score) evaluation method about the 4 items i.e., intelligibility, clearness, loudness, and naturality after selecting random group without the knowledge of them. As the results of experiments the qualities of them are very clear and we can control the prosodic elements such as durations, accents and pitch periods (fig9, 10, 11, 12).

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Estimation of Nonpoint Source Pollutant Loads of Juam-Dam Basin Based on the Classification of Satellite Imagery (위성영상 분류 기반 주암댐 유역 비점오염부하량 평가)

  • Lee, Geun-Sang;Kim, Tae-Keun
    • Journal of the Korean Association of Geographic Information Studies
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    • v.15 no.3
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    • pp.1-12
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    • 2012
  • The agricultural area was classified into dry and paddy fields in this study using the near-infrared band of Landsat TM to extract land cover classes that need to the application of Expected Mean Concentration (EMC) in nonpoint source works. The accuracy of image classification of the land cover map from Landsat TM image showed 83.61% and 78.41% respectively by comparing with the large and middle scale land cover map of Ministry of Environment. As the result of Soil Conservation Service (SCS) Curve Number (CN) using the land cover map from image classification, Dongbok dam and Dongbok stream basin were analyzed high. Also Geymbaek water-gage and Bosunggang upstream basin showed high in the analysis of EMC of BOD, TN, TP by basin. And also Geymbaek water-gage and Bosunggang upstream basin showed high in the analysis of non-point source through coupling with direct runoff. Therefore these basins were selected with the main area for the management of nonpoint source.