• 제목/요약/키워드: detection board

검색결과 382건 처리시간 0.024초

딥러닝을 이용한 객체검출과 비평탄 지형 보행을 위한 4족 로봇 (Quadruped Robot for Walking on the Uneven Terrain and Object Detection using Deep Learning)

  • 박명숙;한성민;김상훈
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제12권5호
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    • pp.237-242
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    • 2023
  • 고성능의 보행 로봇에 관한 연구가 활발하게 이루어지고 있으며 4족 보행 로봇은 비평탄 지형에서 이동성과 적응력이 뛰어나 많은 관심을 받고 있지만 높은 비용으로 도입과 활용성에 어려움이 있다. 본 논문에서는 저비용의 4족 로봇에 지능적 기능을 적용하여 활용도를 높이기 위해 임베디드 보드에 IMU와 강화학습을 탑재하여 비평탄 지형 극복능력을 개선하고 카메라와 딥러닝을 이용하여 객체를 자동으로 검출하는 방법을 제시한다. 로봇은 4족 포유류 동물의 다리 형태로 구성되고 각 다리는 3 자유도를 가진다. 설계된 3D 모델로 시뮬레이션 환경에서 복잡한 지형을 학습시키고 실제 로봇에 적용한다. 본 연구방법의 적용을 통해 평탄 지형과 비평탄 지형의 보행 능력에 크게 차이가 나지 않음을 확인하였으며 제한된 실험조건에서 실시간으로 사람 검출을 수행하는 동작을 확인하였다.

A Soccer Image Sequence Mosaicking and Analysis Method Using Line and Advertisement Board Detection

  • Yoon, Ho-Sub;Bae, Young-Lae J.;Yang, Young-Kyu
    • ETRI Journal
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    • 제24권6호
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    • pp.443-454
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    • 2002
  • This paper introduces a system for mosaicking sequences of soccer images in a panoramic view for soccer game analysis. The continuous mosaic images of the soccer ground field allow the user to view a wide picture of the players' actions. The initial component of our algorithm automatically detects and traces the players and some lines. The next component of our algorithm finds the parameters of the captured image coordinates and transforms them into ground model coordinates for automatic soccer game analysis. The results of our experimentations indicate that the proposed system offers a promising method for segmenting, mosaicking, and analyzing soccer image sequences.

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Vision System을 이용한 PCB 검사 매칭 알고리즘 (Matching Algorithm for PCB Inspection Using Vision System)

  • 안응섭;장일용;이재강;김일환
    • 산업기술연구
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    • 제21권B호
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    • pp.67-74
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    • 2001
  • According as the patterns of PCB (Printed Circuit Board) become denser and complicated, quality and accuracy of PCB influence the performance of final product. It's attempted to obtain trust of 100% about all of parts. Because human inspection in mass-production manufacturing facilities are both time-consuming and very expensive, the automation of visual inspection has been attempted for many years. Thus, automatic visual inspection of PCB is required. In this paper, we used an algorithm which compares the reference PCB patterns and the input PCB patterns are separated an object and a scene by filtering and edge detection. And than compare two image using pattern matching algorithm. We suggest an defect inspection algorithm in PCB pattern, to be satisfied low cost, high speed, high performance and flexibility on the basis of $640{\times}480$ binary pattern.

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TMS320C30을 이용한 실시간 음성부 검출 알고리즘 구현 (Implementation of A REal-time Endpoint Detection Algorithm Using TMS320C30)

  • 이항섭
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1993년도 학술논문발표회 논문집 제12권 1호
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    • pp.229-232
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    • 1993
  • 이 논문은 최근에 개발된 실시간 음성부 검출 알고리즘[1]을 TMS320C30 System board와 IBM PC486을 이용한 implementation에 관한 논문이다. 음성부 검출 알고리즘은 Energy와 LCR(Level Crossing Rate)를 이용하여 각 frame을 음성/묵음으로 분류하는 방법을 사용하였고 DSP 보드를 사용하여 한 frame이 입력되면 다음 frame이 입력되기 전에 그 frame에 대한 음성/묵음 분류를 하여 음성입력이 끝남과 동시에 음성이라고 판단되는 부분만을 DPS moemory상에 저장하므로 불필요한 memory의 낭비를 중이고 다음 단계의 음성처리를 위한 시간을 절약하였다. 이 알고리즘의 성능 평가를 위하여 Rabiner와 Sambur의 알고리즘과 한민수의 알고리즘과를 전문가가 수작업으로 찾아낸 결과와 비교 평가하였다. 알고리즘의 오차는 평균 남성 4.925ms, 여성 5.85ms로 1 frame 이내의 오차를 보였다.

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공침법을 이용한 PbTiO3-Polymer O-3 압전 Composites (Performance Improvement on Cycloconverter-fed Induction Motor Speed Control System)

  • Cho, Ok-Kyun;Shin, Hwi-Beom;Yuon, Myung-Joong
    • 대한전기학회논문지
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    • 제36권5호
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    • pp.352-359
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    • 1987
  • The cycloconverter operating on a circulating current-free mode has many zero crossing points. If an exact zero crossing points are not detected, the three phase-unbalanced currents will flow in a motor. In this paper, the current feedback using a current reference wave is proposed to improve the problems of zero crossing detection, three phase-unbalanced voltages, currents, and torgue ripples. To prevent the saturation of the air gap flux and keep the torque constant, the constant voltage / hertz control with IR compensation is adopted. The PI-controller is designed using the linearized model of the cycloconverterinduction motor system. Alsi, Z-80A single board computer has been used to implement the proposed scheme which results in the performance improvement of cycloconterter-fed induction motor speed control system.

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대비 개선 기법을 이용한 야간 보행자 검출 (Night Vision Pedestrian Detection using Contrast Enhancement Algorithm)

  • 한태영;송병철
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2016년도 하계학술대회
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    • pp.222-223
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    • 2016
  • 보행자 인식을 위한 컴퓨터 비전 알고리즘은 야간 상황과 같이 저조도 환경에서는 인식 성능이 떨어지고 있다. 이로 인하여 최근 저조도 환경에서 촬영된 영상으로 야간 상황에서 객체 인식 성능을 높이는 기법들이 연구되고 있다. 야간 환경은 주간 환경과는 다르게 광량이 적기 때문에 인간의 시각으로도 객체 인식에 어려움이 있고 일반적인 카메라로 촬영된 영상으로 객체 인식이 어렵다. 최근에는 NIR 카메라를 이용하여 촬영된 영상으로 야간 보행자 인식 알고리즘이 개발되고 있으나, 인식률과 객체 인식 가능 거리 및 범위가 한정적이다. 또한 기존의 야간 보행자 검출 기법들은 방대한 연산량이 필요하기 때문에 실시간 객체 인식이 불가능하다. 본 논문에서는 NIR 카메라로부터 촬영된 영상으로 preprocessing 후 ACF(Aggregated Channel Feature)를 이용하여 최근 연구되고 있는 카메라 움직임이 있는 야간 환경에서 보행자 인식 알고리즘을 PC 및 TK1 Board 환경에서 구현하고 객체 인식률을 높인다.

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동적 세그먼트 기반 PCB 패턴의 적응 검사 알고리즘 (An Adaptive and Robust Inspection Algorithm of PCB Patterns Based on Movable Segments)

  • 문순환;김경범
    • 한국정밀공학회지
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    • 제23권3호
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    • pp.102-109
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    • 2006
  • Several methods for PCB pattern inspection have been tried to detect fine detects in pad contours, but their low detection accuracy results from pattern variations originating from etching, printing and handling processes. The adaptive inspection algorithm has been newly proposed to extract minute defects based on movable segments. With gerber master images of PCB, vertex extractions of a pad boundary are made and then a lot of segments are constructed in master data. The pad boundary is composed of segment units. The proposed method moves these segments to optimal directions of a pad boundary and so adaptively matches segments to pad contours of inspected images, irrespectively of various pattern variations. It makes a fast, accurate and reliable inspection of PCB patterns. Its performances are also evaluated with several images.

DSP를 적용한 전력용 DC 평활 커패시터의 이더넷 원격 고장진단시스템 개발 (A Development of Ethernet-Based Remote Diagnosis System for DC Voltage Smoothing Capacitor using DSP)

  • 손진근
    • 전기학회논문지P
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    • 제60권2호
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    • pp.94-98
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    • 2011
  • Electrolytic power capacitors today form essential components for virtually any power electronic system such as DC/DC converter or UPS. Frequently, electrolytic capacitors for DC link voltage smoothing are the key components which determine the life cycle of the whole unit and often are responsible for converter breakdown failures. In this paper, ethernet-based remote diagnosis system for DC voltage smoothing capacitor using DSP control board is developed. To estimate the status of the capacitor, the equivalent series resistor(ESR) of the component has to be determined. The ESR detection scheme is based on the determination of the capacitor ripple power losses calculated from DC link voltage/current measurement. Experimental results show the veridity and reliability of the proposed ethernet-based remote on-line capacitor diagnosis system.

Damage assessment of structures - an US air force office of scientific research structural mechanics perspective

  • Giurgiutiu, Victor
    • Smart Structures and Systems
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    • 제6권2호
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    • pp.135-146
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    • 2010
  • This paper presents the perspective of the Structural Mechanics program of the Air Force Office of Scientific Research (AFOSR) on the damage assessment of structures for the period 2006-2009 when the author was serving as Program Manager at AFOSR. It is found that damage assessment of structures plays a very important role in assuring the safety and operational readiness of US Air Force fleet. The current fleet has many aging aircraft, which poses a considerable challenge for the operators and maintainers. The nondestructive evaluation technology is rather mature and able to detect damage with considerable reliability during the periodic maintenance inspections. The emerging structural health monitoring methodology has great potential, because it will use on-board damage detection sensors and systems, will be able to offer on-demand structural health bulletins. Considerable fundamental and applied research is still needed to enable the development, implementation, and dissemination of structural health monitoring technology.

USB Camera를 이용한 이미지 트래킹을 위한 Pan/Tilt 제어용 Embedded System 개발 (Development of an Image Tracking System Using an USB Camera on an Embedded System)

  • 김희식;남철;오드게렐;하관용
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 심포지엄 논문집 정보 및 제어부문
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    • pp.182-184
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    • 2005
  • An embedded system has been applied to many fields including households and industrial sites. The embedded system is implemented fur image tracking in security area. This system supports a fixed IP far the reliable server operation on TCP/IP networks. A real time video image on the is analyzed to detect a certain invader who jumped into the observed area. The digital camera is connected at the USB host port of the target board. The video images from the video camera is continuously analyzed and displayed at the Linux web-server. The moving vector of the invaders on the continuous image frames is calculated and then it sends the calculated pan/tilt movement. That used Block matching algorithm and edge detection algorithm for past speed. And the displacement vector is used at pan/tilt motor control through RS232 serial cable. The experiment result showed tracking performance by the moving part speed of 10 to 150 pixels/sec.

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