• 제목/요약/키워드: multi-modal

검색결과 630건 처리시간 0.025초

Modal transformation tools in structural dynamics and wind engineering

  • Solari, Giovanni;Carassale, Luigi
    • Wind and Structures
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    • 제3권4호
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    • pp.221-241
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    • 2000
  • Structural dynamics usually applies modal transformation rules aimed at de-coupling and/or minimizing the equations of motion. Proper orthogonal decomposition provides mathematical and conceptual tools to define suitable transformed spaces where a multi-variate and/or multi-dimensional random process is represented as a linear combination of one-variate and one-dimensional uncorrelated processes. Double modal transformation is the joint application of modal analysis and proper orthogonal decomposition applied to the loading process. By adopting this method the structural response is expressed as a double series expansion in which structural and loading mode contributions are superimposed. The simultaneous use of the structural modal truncation, the loading modal truncation and the cross-modal orthogonality property leads to efficient solutions that take into account only a few structural and loading modes. In addition the physical mechanisms of the dynamic response are clarified and interpreted.

An improved pushover analysis procedure for multi-mode seismic performance evaluation of bridges : (1) Introduction to numerical model

  • Kwak, Hyo-Gyoung;Shin, Dong-Kyu
    • Structural Engineering and Mechanics
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    • 제33권2호
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    • pp.215-238
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    • 2009
  • This paper introduces an improved modal pushover analysis (IMPA) which can effectively evaluate the seismic response of multi-span continuous bridge structures on the basis of modal pushover analysis (MPA). Differently from previous modal pushover analyses which cause the numerical unstability because of the occurrence of reversed relation between the pushover load and displacement, the proposed method eliminates this numerical instability and, in advance the coupling effects induced from the direct application of modal decomposition by introducing an identical stiffness ratio for each dynamic mode at the post-yielding stage together with an approximate elastic deformation. In addition to these two introductions, the use of an effective seismic load, calculated from the modal spatial force and applied as the distributed load, makes it possible to predict the dynamic responses of all bridge structures through a simpler analysis procedure than those in conventional modal pushover analyses. Finally, in order to establish validity and applicability of the proposed method, correlation studies between a rigorous nonlinear time history analysis and the proposed method were conducted for multi-span continuous bridges.

실외 경비 환경에서 강인한 객체 검출 및 추적을 위한 실외 멀티 모달 센서 기반 학습용 데이터베이스 구축 (Multi Modal Sensor Training Dataset for the Robust Object Detection and Tracking in Outdoor Surveillance (MMO (Multi Modal Outdoor) Dataset))

  • 노동기;양원근;엄태영;이재광;김형록;백승민
    • 한국멀티미디어학회논문지
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    • 제23권8호
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    • pp.1006-1018
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    • 2020
  • Dataset is getting more import to develop a learning based algorithm. Quality of the algorithm definitely depends on dataset. So we introduce new dataset over 200 thousands images which are fully labeled multi modal sensor data. Proposed dataset was designed and constructed for researchers who want to develop detection, tracking, and action classification in outdoor environment for surveillance scenarios. The dataset includes various images and multi modal sensor data under different weather and lighting condition. Therefor, we hope it will be very helpful to develop more robust algorithm for systems equipped with difference kinds of sensors in outdoor application. Case studies with the proposed dataset are also discussed in this paper.

다중운동 프로그램이 만성 요통 환자의 통증 강도, 몸통 근력 및 오스웨스트리 장애지수에 미치는 영향 (Effects of a Multi-modal Exercise Program on Pain Intensity, Trunk Muscle Strength, and Oswestry Disability Index in Patients with Chronic Low Back Pain)

  • 박찬호;김재철;양영식
    • 대한정형도수물리치료학회지
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    • 제26권2호
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    • pp.19-27
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    • 2020
  • Background: The purpose of this study was to examine the effects of a multi-modal exercise program for patients with chronic low back with respect to pain intensity, trunk muscle strength and Oswestry disability index. Methods: Thirty patients with chronic low back pain were recruited and divided equally into two groups. The multi-modal training program comprised a series of exercises such as warm-up, stabilization exercises, stretching, endurance exercises, and cool down whereas the control group performed only stabilization exercises. The both group spent an equal amount of time performing 60 minutes per day, three times per week, for five weeks. Results: The experimental group demonstrated statistically significant improvements in range of motion, trunk muscle strength, the visual analogue scale, and the Oswestry Disability Index (p<.05). Intergroup comparison showed a statistically significant difference in the range of motion of the lumbar spine and the degree of disability in the experimental group. Muscle strength and pain were statistically significant in both groups. Conclusion: The multi-modal exercise program is effective for patients with chronic low back pain, as it reduces lower back pain, increases trunk muscles strength, and decrease the potential for becoming disabled.

Development of a multi-modal imaging system for single-gamma and fluorescence fusion images

  • Young Been Han;Seong Jong Hong;Ho-Young Lee;Seong Hyun Song
    • Nuclear Engineering and Technology
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    • 제55권10호
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    • pp.3844-3853
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    • 2023
  • Although radiation and chemotherapy methods for cancer therapy have advanced significantly, surgical resection is still recommended for most cancers. Therefore, intraoperative imaging studies have emerged as a surgical tool for identifying tumor margins. Intraoperative imaging has been examined using conventional imaging devices, such as optical near-infrared probes, gamma probes, and ultrasound devices. However, each modality has its limitations, such as depth penetration and spatial resolution. To overcome these limitations, hybrid imaging modalities and tracer studies are being developed. In a previous study, a multi-modal laparoscope with silicon photo-multiplier (SiPM)-based gamma detection acquired a 1 s interval gamma image. However, improvements in the near-infrared fluorophore (NIRF) signal intensity and gamma image central defects are needed to further evaluate the usefulness of multi-modal systems. In this study, an attempt was made to change the NIRF image acquisition method and the SiPM-based gamma detector to improve the source detection ability and reduce the image acquisition time. The performance of the multi-modal system using a complementary metal oxide semiconductor and modified SiPM gamma detector was evaluated in a phantom test. In future studies, a multi-modal system will be further optimized for pilot preclinical studies.

Browser 연동에 의한 Multi-Modal 영영사전 검색 시스템의 구현에 관한 연구

  • 장준식;윤재석
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2003년도 추계종합학술대회
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    • pp.785-788
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    • 2003
  • 개인용 컴퓨터나 무선 전화, PDA의 기술 발전으로 이들이 인터넷에 접속이 용이해짐에 따라, 사용자들은 좀 더 다양하게 인터넷 상의 정보를 검색할 수 있는 방법을 찾고 있다. 본 연구에서는 GUI Browser와 Voice Browser를 연동하여 각 Browser들의 인터페이스를 동시에 사용할 수 있는 시스템을 설계 구현해 보았다. 이 때 Java RMI(Remote Method Invokation)를 이용하여 각 Browser 인터페이스들 사이에 통신이 가능하도록 하였다. 구체적인 시스템으로써 VUI와 GUI를 통해서 검객이 가능한 Multi-Modal 영영사전 어플리케이션을 구현하여 보았다.

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Java RMI를 이용한 Multi-Modal Browsing 시스템에 관한 연구 (A Study on the Multi-Modal Browsing System Using Java RMI)

  • 장준식;윤재석;김국보
    • 한국멀티미디어학회:학술대회논문집
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    • 한국멀티미디어학회 2003년도 춘계학술발표대회논문집
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    • pp.167-170
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    • 2003
  • 개인용 컴퓨터나 무선 전화, PDA(Personal Digital Assistants)의 기술 발전으로 이들이 인터넷에 접속할 수 있게 되었으며, 사용자들은 좀 더 다양한 방법으로 인터넷을 Browsing할 수 있는 방법을 찾고 있다. 본 연구는 표준 입출력 모드와 음성 인식과 음성 합성 모드를 동시에 적용할 수 있는 Multi-Modal Browsing 시스템을 연구하여 보았다. 이때 각 모드간에 동기화를 위한 이벤트 메시지 교환과 각 모드의 상태 저장 방법으로 Java RMI 모델을 제안하였다.

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DNA 코딩을 이용한 multi-modal 함수의 최적점 탐색방법 (Global Optimum Searching Technique of Multi-Modal Function Using DNA Coding Method)

  • 백동화;강환일;김갑일;한승수
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2001년도 추계학술대회 학술발표 논문집
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    • pp.225-228
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    • 2001
  • DNA computing has been applied to the problem of getting an optimal solution since Adleman's experiment. DNA computing uses strings with various length and four-type bases that makes more useful for finding a global optimal solutions of the complex multi-modal problems. This paper presents DNA coding method for finding optimal solution of the multi-modal function and compares the efficiency of this method with the genetic algorithms (GA). GA searches effectively an optimal solution via the artificial evolution of individual group of binary string and DNA coding method uses a tool of calculation or Information store with DNA molecules and four-type bases denoted by the symbols of A(Ademine), C(Cytosine), G(Guanine) and T(Thymine). The same operators, selection, crossover, mutation, are applied to the both DNA coding algorithm and genetic algorithms. The results show that the DNA based algorithm performs better than GA.

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Design and Fabrication of a Multi-modal Confocal Endo-Microscope for Biomedical Imaging

  • Kim, Young-Duk;Ahn, Myoung-Ki;Gweon, Dae-Gab
    • Journal of the Optical Society of Korea
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    • 제15권3호
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    • pp.300-304
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    • 2011
  • Optical microscopes are widely used for medical imaging these days, but biopsy is a lengthy process that causes many problems during the ex-vivo imaging procedure. The endo-microscope has been studied to increase accessibility to the human body and to get in-vivo images to use for medical diagnosis. This research proposes a multi-modal confocal endo-microscope for bio-medical imaging. We introduce the design process for a small endoscopic probe and a coupling mechanism for the probe to make the multi-modal confocal endo-microscope. The endoscopic probe was designed to decrease chromatic and spherical aberrations, which deteriorate the images obtained with the conventional GRIN lens. Fluorescence and reflectance images of various samples were obtained with the proposed endo-microscope. We evaluated the performance of the proposed endo-microscope by analyzing the acquired images, and demonstrate the possibilities of in-vivo medical imaging for early diagnosis.