• 제목/요약/키워드: Feature weight

검색결과 430건 처리시간 0.024초

웨이브렛 변환을 이용한 Skull & Panorama 영상 인식과 특징 추출에 관한 연구 (A Study on Skull & panorama Image recognition of feature exctraction using the Wavele Transform)

  • 문일남;김장형
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국해양정보통신학회 2003년도 추계종합학술대회
    • /
    • pp.113-117
    • /
    • 2003
  • 본 논문에서는 병원에서의 PACS(Picture Archiving and Communications System)의 필요성을 갖고 있으나 경제적인 문제로 인하여 향후 PACS를 도입이 어려움이 있는 병원에서는 고가의 장비를 구입을 할 수 없으므로 가중치 메디안 필터를 이용하여 전처리 필터링을 거친 영상을 가지고 웨이브렛 분해와 웨이브렛 영역에서 처리된 영상을 역변환시켜 복원한 뒤에 명암의 개선을 위해 히스토그램 평활화(Histogram equalization)을 적용하여 영상 품질을 향상하여 이를 의료영상에 적용하여 특징 추출하였다. 이는 차후, 의료영상의 진단 및 관찰에 적용시 보다 더 효율적인 시스템 적용을 목적으로 하였다.

  • PDF

제어기 무장착 운송대를 위한 선형운동 자기부상 운송시스템 (Magnetically levitated transport system for a controller-free carrier)

  • 손영욱;박기환
    • 대한기계학회논문집A
    • /
    • 제21권12호
    • /
    • pp.2196-2208
    • /
    • 1997
  • In this work, a magnetic levitation (maglev) system is developed to transport a wafer between semiconductor fabrication process modules in clean rooms to take advantages of eliminating particle and oil contamination that normally exist in conventional transport systems due to contact motion of mechanical components. A main feature of the maglev system developed in this work is that a controller and power supplying part are not mounted on the moving carrier but on the stationary track, which is defined a controller-free carrier, to reduce carrier's weight. Iron-core electromagnets and irons are used for levitation, and air-core electromagnets and permanent magnets are used for stabilization. Analysis, design, and modeling of the magnetically levitated transport system are presented. The performance of the maglev system is experimentally demonstrated.

데이터마이닝에서 교사학습에 의한 속성 가중치 최적화 (Supervised Feature Weight Optimization for Data Mining)

  • 강명구;차진호;김명원
    • 한국정보과학회:학술대회논문집
    • /
    • 한국정보과학회 2001년도 봄 학술발표논문집 Vol.28 No.1 (B)
    • /
    • pp.244-246
    • /
    • 2001
  • 최근 군집화와 분류기법이 데이터 마이닝에 중요한 도구로 많은 응용분야에 사용되고 있다. 따라서 이러한 기법을 이용하는데 있어서 각각의 속성의 중요도가 달라 중요하지 않은 속성에 의해 중요한 속성이 왜곡되거나 때로는 마이닝의 결과가 잘못되는 결과를 얻을 수 있으며, 또한 전체 데이터를 사용할 경우 마이닝 과정을 저하시키는 문제로 속성 가중치과 속성선택에 과한 연구가 중요한 연구의 대상이 되고 있다. 최근 연구되고 있는 알고리즘들은 사용자의 의도와는 상관없이 데이터간의 관계에만 의존하여 가중치를 설정하므로 사용자가 마이닝 결과를 쉽게 이해하고 분석할 수 없는 문제점을 안고 있다. 본 논문에서는 클래스 정보가 있는 데이터뿐 아니라 클래스 정보가 없는 데이터를 분석할 경우 사용자의 의도에 따라 학습할 수 있도록 각 가중치를 부여하는 속성가중치 알고리즘을 제안한다. 또한 사용자가 의도한 정보를 이용하여 속성간의 가장 최적화 된 가중치를 찾아주며, Cramer's $V^2$함수를 적합도 함수로 하는 유전자 알고리즘을 사용한다. 알고리즘의 타당성을 검증하기 위해 전자상거래상의 실험 데이터와 몇 가지 벤치마크 데이터를 이용하여 본 논문의 타당성을 보인다.

  • PDF

청각모델과 회귀회로망을 이용한 음성인식에 관한 연구 (A Study on Speech Recognition Using Auditory Model and Recurrent Network)

  • 김동준;이재혁
    • 대한의용생체공학회:의공학회지
    • /
    • 제11권1호
    • /
    • pp.157-162
    • /
    • 1990
  • In this study, a peripheral auditory model is used as a frequency feature extractor and a recurrent network which has recurrent links on input nodes is constructed in order to show the reliability of the recurrent network as a recognizer by executing recognition tests for 4 Korean place names and syllables. In the case of using the general learning rule, it is found that the weights are diverged for a long sequence because of the characteristics of the node function in the hidden and output layers. So, a refined weight compensation method is proposed and, using this method, it is possible to improve the system operation and to use long data. The recognition results are considerably good, even if time worping and endpoint detection are omitted and learning patterns and test patterns are made of average length of data. The recurrent network used in this study reflects well time information of temporal speech signal.

  • PDF

마늘수확기 개발을 위한 기초 연구 (I) - 수확시기 마늘의 물성 - (A Fundamental Study for Developing a Garlic Harvester (I) - Physical Properties of Live Garlic at the Harvesting Season -)

  • 노광모;장영창;박준걸
    • Journal of Biosystems Engineering
    • /
    • 제24권1호
    • /
    • pp.1-8
    • /
    • 1999
  • In this study, the physical properties of live garlic at the harvesting season were measured and analyzed as a fundamental study for developing a garlic harvester. A universal testing machine and a machine vision system were used to obtain mechanical and morphological properties of live garlic, respectively. The moisture content of live garlic at the harvesting season was 50% higher than that of dried garlic. The root of live garlic elongated greatly with respect to the applied tensile force. The relationship between the projected area and the weight of a bulb of live garlic was linear. Such a feature would be applied to develop an effective garlic harvester or garlic quality grader. Other useful physical properties of live garlic at the harvesting season were represented in the study.

  • PDF

Time-Delay Control for Integrated Missile Guidance and Control

  • Park, Bong-Gyun;Kim, Tae-Hun;Tahk, Min-Jea
    • International Journal of Aeronautical and Space Sciences
    • /
    • 제12권3호
    • /
    • pp.260-265
    • /
    • 2011
  • In this paper, integrated missile guidance and control systems using time-delay control (TDC) are developed. The next generation missile requires that an interceptor hits the target, maneuvering with small miss-distances, and has lower weight to reduce costs. This is possible if the synergism existing between the guidance and control subsystems is exploited by the integrated controller. The TDC law is a robust control technique for nonlinear systems, and it has a very simple structure. The feature of TDC is to directly estimate the unknown dynamics and the unexpected disturbance using one-step time-delay. To investigate the performance of the integrated controller, numerical simulations are performed as the maneuver of the target. The results show that the integrated guidance and control system has a good performance.

A Study on Detecting Glasses in Facial Image

  • Jung, Sung-Gi;Paik, Doo-Won;Choi, Hyung-Il
    • 한국컴퓨터정보학회논문지
    • /
    • 제20권12호
    • /
    • pp.21-28
    • /
    • 2015
  • In this paper, we propose a method of glasses detection in facial image. we develop a detection method of glasses with a weighted sum of the results that detected by facial element detection and glasses frame candidate region. Component of the face detection method detects the glasses, by defining the detection probability of the glasses according to the detection of a face component. Method using the candidate region of the glasses frame detects the glasses, by defining feature of the glasses frame in the candidate region. finally, The results of the combined weight of both methods are obtained. The proposed method in this paper is expected to increase security system's recognition on facial accessories by raising detection performance of glasses or sunglasses for using ATM.

영구자석을 이용한 자기부상 시스템

  • 강도현;김용주;이준각
    • 한국자기학회:학술대회 개요집
    • /
    • 한국자기학회 1991년도 추계연구발표회 논문개요집
    • /
    • pp.12-16
    • /
    • 1991
  • The advantage of the controlled permanent magnet system for magnetic levitation is the considerable improvement in levitation force to weight ratio and the reduced rating of the on-board power supply. A combined support and guidance technique with selfstable guide behaviour reduce the expense of control and power electronics. An important feature of this system is the simplified mechanical construction of track and the vehicle does not embrace the guide way. Therefore surface mounted as well as elevated tracks are possible. The magnet was designed to provide a lift force of 750kg for a 3 ton prototype vehicle with 4 magnets by KERI and built by Dae-Bo Magnetic Co., LTD. The paper also describes the assembling technology for permanent magnets, the experimental setup and test results for lift force, guidance force and flux distribution.

  • PDF

Purification and Characterization of a Laccase from Cerrena unicolor and Its Reactivity in Lignin Degradation

  • Kim, You-Sung;Cho, Nam-Seok;Eom, Tae-Jin;Shin, Woon-Sup
    • Bulletin of the Korean Chemical Society
    • /
    • 제23권7호
    • /
    • pp.985-989
    • /
    • 2002
  • For efficient biopulping process, very active and stable lignase is essential. Laccase is one of the best enzyme in terms of environmentally benign processes, since the enzyme uses oxygen as an oxidant to degrade lignin and produces no hamful prod ucts. We could purify a laccase homogeneously from Cerrena unicolor in a very active state. It shows characteristic absorption feature with blue band at λmax = 604 ㎚. Molecular weight of the enzyme is 57,608 which could be accurately determined by MALDI/TOF MS. The enzyme has 2.8 copper ions per enzyme implying apoenzymes might exist together. The enzyme is active in lignin degradation and the activity increases 4 times in the presence of ABTS as a mediator.

Valence Band Photoemission Study of the Kondo Insulator CeNiSn

  • Kang, J.S.;Olson, C.G.;Ouki, Y.
    • Journal of Magnetics
    • /
    • 제2권4호
    • /
    • pp.111-115
    • /
    • 1997
  • The electronic structure of the Kondo insulator CeNiSn has been investigated by using photoemission spectroscopy. A satellite feature is observed in the valence band spectrum about 6 eV below the Ni 3d main peak, indicating a strong Ni 3d Coulomb correlation in CeNiSn. The Ce 4f partial spectral weight exhibits three peak structures, including one due to the 4f1\longrightarrow4f0 transition, another near EF, and the other which overlaps the Ni 3d main peak. We interpret the peak near EF as reflecting mainly the Ce 4f/Sn 5p hybridization, whereas that around the ni 3d main peak as reflecting both the Ce 4f/Ni 3d and Ce 5d/Ni 3d hybridization. Yield measurements across the 4d\longrightarrow4f threshold indicate the Ce valence to be close to 3+. The prominent Fermi edge suggests a metallic ground state in CeNiSn.

  • PDF