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검색결과 207건 처리시간 0.025초

Optimal Hyper Analytic Wavelet Transform for Glaucoma Detection in Fundal Retinal Images

  • Raja, C.;Gangatharan, N.
    • Journal of Electrical Engineering and Technology
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    • 제10권4호
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    • pp.1899-1909
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    • 2015
  • Glaucoma is one of the most common causes of blindness which is caused by increase of fluid pressure in the eye which damages the optic nerve and eventually causing vision loss. An automated technique to diagnose glaucoma disease can reduce the physicians’ effort in screening of Glaucoma in a person through the fundal retinal images. In this paper, optimal hyper analytic wavelet transform for Glaucoma detection technique from fundal retinal images is proposed. The optimal coefficients for transformation process are found out using the hybrid GSO-Cuckoo search algorithm. This technique consists of pre-processing module, optimal transformation module, feature extraction module and classification module. The implementation is carried out with MATLAB and the evaluation metrics employed are accuracy, sensitivity and specificity. Comparative analysis is carried out by comparing the hybrid GSO with the conventional GSO. The results reported in our paper show that the proposed technique has performed well and has achieved good evaluation metric values. Two 10- fold cross validated test runs are performed, yielding an average fitness of 91.13% and 96.2% accuracy with CGD-BPN (Conjugate Gradient Descent- Back Propagation Network) and Support Vector Machines (SVM) respectively. The techniques also gives high sensitivity and specificity values. The attained high evaluation metric values show the efficiency of detecting Glaucoma by the proposed technique.

Ocean Surface Current Retrieval Using Doppler Centroid of ERS-1 Raw SAR Data

  • Kim Ji-Eun;Kim Duk-jin;Moon Wooil M.
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.590-593
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    • 2004
  • Extraction of ocean surface current velocity offers important physical oceanographic parameters especially on understanding ocean environment. Although Remote Sensing techniques were highly developed, the investigation of ocean surface current using Synthetic Aperture Radar (SAR) is not an easy task. This paper presents the results of ocean surface current observation using Doppler Centroid of ERS-1 SAR data obtained off the coast of Korea peninsula. We employed the concept, in which Doppler frequency shift and the ocean surface current are closely related, to evaluate ocean surface current. Moving targets cause Doppler frequency shift of the back scattered radar waves of SAR, thus the line-of-sight velocity component of the scatters can be evaluated. The Doppler frequency shift can be measured by estimating the difference between Doppler Centroid of raw SAR data and reference Doppler Centroid. Theoretically, the Doppler Centroid is zero; however, squinted antenna which is affected by several physical factors causes Doppler Centroid to be nonzero. The reference Doppler Centroid can be obtained from measurements of sensor trajectory, attitude and Earth model. The estimated Doppler Centroid was compensated by considering the accurate attitude estimation of ERS-1 SAR. We could verify the correspondence between the estimated ocean surface current and observed in-situ data in the error bound.

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AN ENGINEERING SCALE STUDY ON RADIATION GRAFTING OF POLYMERIC ADSORBENTS FOR RECOVERY OF HEAVY METAL IONS FROM SEAWATER

  • Prasad, T.L.;Saxena, A.K.;Tewari, P.K.;Sathiyamoorthy, D.
    • Nuclear Engineering and Technology
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    • 제41권8호
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    • pp.1101-1108
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    • 2009
  • The ocean contains around eighty elements of the periodic table and uranium is also one among them, with a uniform concentration of 3.3 ppb and a relative abundance factor of 23. With a large coastline, India has a large stake in exploiting the 4 billion tonnes of uranium locked in seawater. The development of radiation grafting techniques, which are useful in incorporating the required functional groups, has led to more efficient adsorbent preparations in various geometrical configurations. Separation based on a polymeric adsorbent is becoming an increasingly popular technique for the extraction of trace heavy metals from seawater. Radiation grafting has provided definite advantages over chemical grafting. Studies related to thermally bonded non woven porous polypropylene fiber sheet substrate characterization and parameters to incorporate specific groups such as acrylonitrile (AN) into polymer back bones have been investigated. The grafted polyacrylonitrile chains were chemically modified to convert acrylonitrile group into an amidoxime group, a chelating group responsible for heavy metal uptake from seawater/brine. The present work has been undertaken to concentrate heavy metal ions from lean solutions from constant potential sources only. A scheme was designed and developed for investigation of the recovery of heavy metal ions such as uranium and vanadium from seawater.

Loop-Mediated Isothermal Amplification for the Detection of Xanthomonas arboricola pv. pruni in Peaches

  • Li, Weilan;Lee, Seung-Yeol;Back, Chang-Gi;Ten, Leonid N.;Jung, Hee-Young
    • The Plant Pathology Journal
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    • 제35권6호
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    • pp.635-643
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    • 2019
  • To detect Xanthomonas arboricola pv. pruni, a loopmediated isothermal amplification (LAMP) detection method were developed. The LAMP assay was designed to test crude plant tissue without pre-extraction, or heating incubation, and without advanced analysis equipment. The LAMP primers were designed by targeting an ABC transporter ATP-binding protein, this primer set was tested using the genomic DNA of Xanthomonas and non-Xanthomonas strains, and a ladder product was generated from the genomic DNA of X. arboricola pv. pruni strain but not from 12 other Xanthomonas species strains and 6 strains of other genera. The LAMP conditions were checked with the healthy leaves of 31 peach varieties, and no reaction was detected using either the peach leaves or the peach DNA as a template. Furthermore, the high diagnostic accuracy of the LAMP method was confirmed with 13 X. arboricola pv. pruni strains isolated from various regions in Korea, with all samples exhibiting a positive reaction in LAMP assays. In particular, the LAMP method successfully detected the pathogen in diseased peach leaves and fruit in the field, and the LAMP conditions were proven to be a reliable diagnostic method for the specific detection and identification of X. arboricola pv. pruni in peach orchards.

체형의 변이 경향에 대한 연구 -우리나라 19~54세 남성을 대상으로- (A Study on the Trend of Bodytype Change -On the adult male between age 19 and 54-)

  • 김구자;이순원
    • 한국의류학회지
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    • 제20권1호
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    • pp.218-227
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    • 1996
  • The purpose of this study was performed to analyze the trend of bodytype change of adult males. Subjects were 1290 Korean adult males and their age range was from 19 to 54 year, ; old. 75 variables(66 variables from the direct anthropometric data and 9 variables from the multiplication method) in total were applied to analyze. The principal component analysis was applied to the data with orthogonal rotation after extraction of major factors. The high factor loading items extracted by factor analysis were analyzed for the trend of bodytype change by the age group respectively. The result of factor analysis indicated that the first factor was composed with about 30 items, girth, depth and width-measures in 4 age groups and was analysed as form factors. Especially, age-related change was caused by increase of waist girth, depth and width. The second factor was composed with about 23 items, length and height-measures in all age groups. Stature has a constant factor loading value in 4 groups. Front and back waist-height and the navel-height have the highest factor loading value. The third, fourth and fifth factors were composed with different variables among the age groups.

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양측식 영구자석 가동형 슬롯리스 직선 동기전동기의 전자기 특성 및 동특성 해석에 의한 설계정수 도출 (Extraction of Design Parameters through Electromagnetic and Dynamic Analysis of Slotless Double-side PMLSM system)

  • 장원범;이성호;장석명;유대준
    • 전기학회논문지
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    • 제56권12호
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    • pp.2135-2144
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    • 2007
  • This paper presents system design of the slotless double-side Permanent Magnet Linear Synchronous Machine system (PMLSM) through magnetic field analysis and dynamic modeling. In our analysis, 2-D analytical treatments based on the magnetic vector potential were adopted to predict magnetic field with space harmonics by PM mover magnetization and stator winding current. From these, the design parameters such as inductance, Back-emf, and thrust are estimated. And, the electrical dynamic modeling including synchronous speed is completed by calculation of a DC link voltage in effort to obtain the accurate mechanical power from Space Vector Pulse Width Modulation(SVPWM). Therefore, the system design of PMLSM is performed from estimation of design parameters according to PM size and coil turns in magnetic field and from calculation of a DC link voltage to satisfy base speed and base thrust represented as the maximum output power in dynamic modeling. The estimated values from the analysis are verified by the finite element method and experimental results.

비디오 영상 정보 검색을 위한 문자 추출 및 인식 (Caption Detection and Recognition for Video Image Information Retrieval)

  • 구건서
    • 한국컴퓨터산업학회논문지
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    • 제3권7호
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    • pp.901-914
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    • 2002
  • 본 논문에서는 비디오에서 입력된 영상으로부터 내용기반 검색을 위해 자동으로 자막을 추출하여 특징 추출을 기반의 단층 연결 신경망 인식기(FE-MCBP)에 의해 자막 문자를 인식하여 영상 자막의 내용을 검출하는 방법을 제시하였다. 비디오에서 자막 추출은 먼저, 비디오에서 일정한 시간 간격으로 획득한 프레임 중에서 히스토그램 분석을 통하여 키 프레임을 찾는 과정을 수행하며, 그 다음에 각각의 키 프레임에 대하여 칼라 세그먼테이션 후 라인 검사 방법 통하여 자막 영역을 추출하도록 하였다. 마지막으로 추출된 자막영역에서 개별문자를 분리하였다. 본 연구에서는 칼라 히스토그램을 분석 후 지역 최대값을 이용하여 세그먼테이션 후 라인 검사를 수행함으로써 처리 속도와 자막영역 검출의 정확도를 개선하였다. 비디오에서 자막 추출은 비디오 정보를 멀티미디어 데이터베이스화하는 초기 단계로 추출된 자막은 바로 문자 인식기의 입력이 된다. 또한 인식된 자막정보는 데이터베이스로 구축되며 내용기반 검색 기법에 의해 검색되도록 하였다.

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디티존-클로로포름 抽出, 短形波폴라로그래피에 의한 물중의 구리, 납, 카드뮴 및 아연의 定量 (Determination of Copper, Lead, Cadmium and Zinc in Water by Square Wave Polarography with Dithizone-Chloroform Extraction Method)

  • 문수찬
    • 대한화학회지
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    • 제19권6호
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    • pp.428-433
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    • 1975
  • 물중에 ppb 정도로 존재하는 구리, 납, 카드뮴 및 아연을 동시에 정량하기 위하여 디티존-클로로포름 抽出法으로 농축하여 短形波폴라로그래피法으로 측정하는 방법을 검토했다.디티존鹽으로 클로로포름層에 추출된 이들 이온을 , 디티존보다 약간 과량의 수은(II)이온을 함유하는 염산으로 역추출한 후 支持電解質로서 염화칼륨을 가하고 순수한 클로로포름으로 두번 씻은 다음 短形波폴라로그램을 기록한다. 이 방법으로 구리, 납 및 카드뮴은 3ppb까지, 아연은 14ppb까지 상대오차 10%이내로 할 수 있었다.

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사춘기 정신지체여아의 초경에 대한 어머니의 경험 연구(Parse의 방법론 적용) (The Lived Experience of Mothers Mentally Handicapped Daughters Having Menarche at Puberty)

  • 이명숙
    • 대한간호학회지
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    • 제29권3호
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    • pp.494-506
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    • 1999
  • The purpose of this study is to understand the structure of mothers of mentally handicapped daughters' lived experience, to apprehend the connectedness of the structure of the experience with concept of Parse's human becoming theory, and to provide a foundation for nursing research and education. Data collection was conducted from October 1995 to April 1996. Research participants were eight mothers of mentally handicapped daughters whose ages ranged from 12 to 18 attending special schools located in either Inchon or Seoul. The researcher had interviews with them over their lived experience conducted tape recorded, and made an analysis according to Parse's “human becoming research methodoloy.” The data were collected using the dialogical engagement process “I and You,” the participant researcher and the participant subject. The data were analyzed using the extraction-synthesis and heuristic interpretation. The structural integration is illustrated in the following : 1) Realizing the mother's role of mentally handicapped daughters and admitting situation. 2) Concealing a part of their relationship with others is interpreted as revealing-concealing. 3) Living a life kept moving between separating and connecting. 4) Their flight back voluntarily to improve the situation is interpreted as powering. The conceptual integration which emerged was the lived experience of mothers is powering through the revealing-concealing and connecting-separating of valuing.

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크레인 안전선 접근 이동 물체 감시 시스템 (Crane Monitoring System for Moving Objects in Safety Lines)

  • 정의필
    • 융합신호처리학회논문지
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    • 제12권4호
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    • pp.237-241
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    • 2011
  • 산업 현장의 시설물들이 최근 들어 대형화, 고속화되면서 이들을 이동시키는 크레인의 안전운전은 더욱 중요성을 가지게 되었다. 본 논문에서는 카메라 영상을 이용하여 크레인 안전선 내 움직이는 물체를 감지하는 시스템을 구성하였다. 이 시스템은 별도의 장비가 필요 없이 노트북 컴퓨터와 웹켐만으로도 구현이 가능하여 저렴한 비용으로 실시간 적용이 가능하다. 움직이는 물체를 감시하고 검출하는 알고리듬은 차분영상과 영상 미분 히스토그램을 적용하였다. 제안하는 시스템은 조명과 날씨 등의 주변 환경 변화에 강인하도록 시스템을 구축하였다. 시스템의 성능과 정확도를 향상하기 위하여 크레인 영상 프레임의 안전선 내 상황만을 고려하고 그림자 제거 알고리듬을 사용하였다. 또한 본 시스템은 산업현장에 접목이 용이하여 실용적인 측면에서의 가치가 높다.