• Title/Summary/Keyword: object detection system

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Specialized VLSI System Design for the Generalized Hough Transform (일반화된 Hough 변환을 위한 특수 목적 VLSI 시스템 설계에 관한 연구)

  • 채옥삼;이정헌
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.3
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    • pp.66-76
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    • 1995
  • In this research, a mesh connected VLSI structure is proposed for the real time computation of the generalized Hough transform(GHT). The purpose of the research is to design a generalized Hough transformer that can be realized as a single chip processor. The GHT has been modified to yield a highly parallel structure consisting of simple processing elements(PEs) and communication networks. In the proposed structure, the GHT can be computed by first assigning an image pixel to a PE and performing shift and add operations. The result of the CAD circuit simulation shows that it can be computed in the time proportional to the number of pixels in the pattern. In addition to the Hough transformer, the peak detector has been designed to reduce 1)the number of the I/O operations between the transformer and the host computer and 2) the host computer's burden for peak detection by transmitting only the local peaks detected from the transformed accumulator. It is expected that the proposed single chip Hough transformer with peak detector makes a fast and inexpensive edge based object recognition systems possible for many industrial and military applications.

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Distributed Flexible Tactile Sensor (분포형 유연촉각센서)

  • 유기호;윤명종
    • Journal of Institute of Control, Robotics and Systems
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    • v.10 no.1
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    • pp.60-65
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    • 2004
  • A flexible tactile sensor away with 8 H 8 tactile elements is designed and fabricated. The material of the sensor is PVDF(polyvinylidene fluoride) film and flexible circuitry is used in the fabrication fur the flexibility of the sensor The experimental results on static and dynamic properties of the sensor are obtained and examined. The signals of a contact pressure to the sensor are sensed and processed in the DSP system in which the signals are digitalized and filtered. The processed signals of the sensor outputs are visualized in a personal computer for illustrating the shape and force distribution of a contact object. The reasonable performance for the detection of contact state is verified through sensing examples.

Design of Pedestrian Detection and Tracking System Using HOG-PCA and Object Tracking Algorithm (HOG-PCA와 객체 추적 알고리즘을 이용한 보행자 검출 및 추적 시스템 설계)

  • Park, Chan-Jun;Oh, Sung-Kwun;Kim, Jin-Yul
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.1351-1352
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    • 2015
  • 본 논문에서는 지능형 영상 감시 시스템에서 보행자를 검출하고 추적을 수행하기 위해 은닉층 활성함수에 가우시안 대신 FCM를 사용한 RBFNNs 패턴분류기와 객체 추적 알고리즘인 Mean Shift를 융합한 시뮬레이터를 개발한다. 시뮬레이터는 검출부과 추적부로 나누며, 검출부에서는 입력 영상으로부터 기울기의 방향성을 이용한 HOG(Histogram of Oriented Gradient) 특징을 구하고 빠른 처리속도를 위해 PCA 알고리즘을 통해 차원수를 축소하고 pRBFNNs 패턴분류기를 통해 보행자를 검출 한다. 다음 추적부에서 객체 추적 알고리즘인 Mean Shift를 이용하여 검출된 보행자 추적을 수행한다.

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Real-time Traffic Sign Detection Algorithm by Using Color Information and HOG Feature (색상 정보와 HOG 특징을 이용한 실시간 도로표지판 검출 알고리즘)

  • Kim, Tae-Dong;Lee, Seung-Hyun;Jung, Gwang-Hoon;Kang, Dong-Wook;Jung, Kyeong-Hoon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.07a
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    • pp.513-515
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    • 2015
  • 최근 지능형 차량과 ADAS(Advanced Driver Assistance System) 개발에 있어 차량 영상을 이용한 도로 정보 분석이 중요한 화두로 떠오르고 있다. 다양한 도로 정보 중에서 도로표지판 검출 및 판단은 차량 운행 환경을 파악할 수 있는 중요한 과정이 될 수 있다. 이에 본 논문에서는 차량 영상에서의 색상 정보를 이용하여 표지판의 후보 영역을 추출(Candidate Generation)하고, 후보 영상에 대한 HOG(Histogram of Gradient) 특징 분석을 통해 도로표지판 여부와 그 종류를 판단(Object Classification)하는 알고리즘을 구현하였다. 또한 구현 알고리즘은 실시간 처리가 가능한 속도를 보여주어 지능형 차량 또는 ADAS에서의 실제 적용이 가능하도록 하였다.

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Natural Frequency Analysis of Sliders and Head/Disk Interaction Detection by Acoustic Emission

  • Hwang, Pyung;Pan, Galina;Khan, Polina
    • KSTLE International Journal
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    • v.5 no.1
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    • pp.28-31
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    • 2004
  • The object of the present work is the natural frequency analysis of subambient pressure tri-pad and pico sliders. Head/disk interaction during start/stop and constant speed were detected by using the acoustic emission (AE) test system. The frequency spectrum analysis is performed using the AE signal obtained during the head/disk interaction. The FFT (Fast Fourier Transform) analysis of the AE signals is used to understand the interaction between the AE signal and the state of contact. Natural frequency analysis was performed using the Ansys program. The results indicate acceptable accordance of finite element calculation results with the experimental results.

A Study on the Optimal Design for the reconstruction Filter in Single Photon Emission Computed Tomography (SPECT) (단일광자방출 전산화 단층촬영상에서 재구성 필터의 최적설계에 관한 연구)

  • 김정희;김광익
    • Journal of Biomedical Engineering Research
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    • v.18 no.2
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    • pp.113-120
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    • 1997
  • This paper presents an optimal design for the SPECT reconstruction filter, based on a physical limit of SPECT lesion detection capability. To increase the performance of the filter on lesion detectability, the filter design was focused on increasing the local SyW ratio of a threshold lesion, that was determined by minimum detectable lesion size (MDU) from SPECT lesion detectabllity contrast-detail curve. The proposed filter showed flexible window characteristics of resolution recovery and noise smoothing for MDLSs in the resolution-limited and photon-limited regions, respectively, compennting for the relative impact of the main limitation factors on threshold detectability. The simulated results showed good adaptability of the proposed filter to the changes in physical parameters of photon counts, object contrast, and detector system resolution.

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Effective Moving Object Detection Algorithm for Surveillance System (감시 시스템을 위한 효과적인 움직이는 물체 탐지 알고리즘)

  • Choi, Jeong-Hwan;Baek, Young-Min;Na, Jin-Hee;Choi, Jin-Young
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.457-458
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    • 2007
  • 우리는 동영상에서 낮은 연산량으로 강인하게 움직이는 물체를 탐지하는 방법을 제안한다. 동영상에서 움직이는 물체를 탐지하기 위한 많은 방법들이 제안되었는데, 각각의 방법은 접근 방법에 따라 탐지 성능과 처리속도에 trade-off가 존재한다. 최근 폭넓게 사용되고 있는 가우시안 혼합모델을 이용한 배경모델생성 법의 경우 탐지성능은 우수하나 연산량이 많고, 차영상(Temporal difference)을 이용한 방법은 연산량은 적으나 노이즈에 민감하게 반응한다. 또한 알고리즘 특성상 탐지된 물체에 Hole과 Ghost가 발생하는 문제가 있다. 우리는 이러한 단점들을 극복하기 위해 이 두 가지 알고리즘을 효율적으로 결합하여 움직이는 물체를 탐지하였다. 실험은 사람, 차, 오토바이와 같이 실외환경에서 흔히 움직이는 물체로 탐지되는 요소들이 다양한 환경에서 실시하였으며, 실험한 결과 배경영역에서 발생하는 노이즈는 효과적으로 제거하면서 움직이는 물체를 탐지하였다.

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Design of Projection Mapping System based on Multiple Object Detection (다중 물체 인식 기술 기반 프로젝션 매핑 시스템의 설계)

  • Jo, In-jae;Jeon, Seong-hwan;Choi, Yoo-Joo
    • Annual Conference of KIPS
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    • 2016.04a
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    • pp.723-725
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    • 2016
  • 본 논문에서는 프로젝션 기반 증강현실의 초기 캘리브레이션 단계에서 수동화 작업 절차를 줄이기 위하여 위치가 변화하는 다중 물체의 위치를 자동으로 추출하여 가상이미지를 투사하기 위한 실시간 마스킹 기반 프로젝션 매핑 기법을 제안하다. 이를 위하여 카메라 영상으로부터 실재하는 여러 개의 3차원 물체의 영역을 인식하고, 프로젝션 되는 가상 이미지의 디스플레이 영역을 자동으로 계산하는 절차를 제시한다. 제안 방법을 적용한 프로젝션 매핑 프로토타입 시스템을 설계 구현하고, 동적 배경이 결합된 프로젝션 매핑 콘텐츠 제작 결과를 제시한다.

Dual Autostereoscopic Display Platform for Multi-user Collaboration with Natural Interaction

  • Kim, Hye-Mi;Lee, Gun-A.;Yang, Ung-Yeon;Kwak, Tae-Jin;Kim, Ki-Hong
    • ETRI Journal
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    • v.34 no.3
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    • pp.466-469
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    • 2012
  • In this letter, we propose a dual autostereoscopic display platform employing a natural interaction method, which will be useful for sharing visual data with users. To provide 3D visualization of a model to users who collaborate with each other, a beamsplitter is used with a pair of autostereoscopic displays, providing a visual illusion of a floating 3D image. To interact with the virtual object, we track the user's hands with a depth camera. The gesture recognition technique we use operates without any initialization process, such as specific poses or gestures, and supports several commands to control virtual objects by gesture recognition. Experiment results show that our system performs well in visualizing 3D models in real-time and handling them under unconstrained conditions, such as complicated backgrounds or a user wearing short sleeves.

Extraction of Distance Information with Nonlinear Correlation of Photon-Counting Integral Imaging

  • Yeom, Seokwon
    • Journal of the Optical Society of Korea
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    • v.20 no.5
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    • pp.579-585
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    • 2016
  • Integral imaging combined with photon-counting detection has been researched for three-dimensional information sensing under low-light-level conditions. This paper addresses the extraction of distance information with photon-counting integral imaging. The longitudinal distance to the object is obtained utilizing photon-counting elemental images. The pixel disparity is estimated by maximizing the nonlinear correlation of photocounts. The first- and second-order statistical properties of the nonlinear correlation are theoretically derived. In the experiments, these properties are verified by varying the mean number of photocounts in the scene. The average distance is compared to that from the intensity information, showing the robustness of the proposed system even at low photocounts.