• Title/Summary/Keyword: Motion Detection

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MultiFormat motion picture storage subsystem using DirectShow Filters for a Mutichannel Visual Monitoring System (다채널 영상 감시 시스템을 위한 다중 포맷 동영상 저장 DirectShow Filter설계 및 구현)

  • 정연권;하상석;정선태
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.113-116
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    • 2002
  • Windows provides Directshow for efficient multimedia streaming processings such as multimedia capture, storage, display and etc. Presently, many motion picture codecs and audio codecs are made to be used in Directshow framework and Windows also supports many codecs (MPEG4, H,263, WMV, WMA, ASF, etc.) in addition to a lot of useful tools for multimedia streaming processing. Therefore, Directshow can be effectively utilized for developing windows-based multimedia streaming applications such as visual monitoring systems which needs to store real-time video data for later retrieval. In this paper, we present our efforts for developing a Directshow Filter System supporting storage of motion pictures in various motion picture codecs. Our Directshow Filter system also provides an additional functionality of motion detection.

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Pulse Detection from PPG Signal with Motion Artifact using Independent Component Analysis and Nonlinear Auto-correlation (독립 성분 분석과 비선형 자기상관을 이용한 동잡음이 포함된 PPG 신호에서의 맥박 검출)

  • Jeon, Hak-Jae;Kim, Jeong-Do;Lim, Seung-Ju
    • Journal of Sensor Science and Technology
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    • v.25 no.1
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    • pp.71-78
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    • 2016
  • PPG signal measured by pulse oximeter can measure pulse and the oxygen saturation of arterial blood. But the PPG signal is distorted by finger movement or other movement in the body. To detect pulse from the PPG signal with motion artifact, we use band pass filter(BPF), Independent component analysis(ICA) and nonlinear autocorrelation(NAC). BPF is used to remove DC component and high frequency noise in the PPG signal with motion artifacts. ICA is used to separate pulse signal and motion artifact. However, pulse signal separated by ICA have no choice but to accompany signal distortion because pulse signal and motion artifact are not completely independent. So, we use nonlinear autocorrelation to emphasize the pure pulse signal from the distorted signal.

Confidence-based Background Subtraction Algorithm for Moving Cameras (움직이는 카메라를 위한 신뢰도 기반의 배경 제거 알고리즘)

  • Mun, Hyeok;Lee, Bok Ju;Choi, Young Kyu
    • Journal of the Semiconductor & Display Technology
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    • v.16 no.4
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    • pp.30-35
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    • 2017
  • Moving object segmentation from a nonstationary camera is a difficult problem due to the motion of both camera and the object. In this paper, we propose a new confidence-based background subtraction technique from moving camera. The method is based on clustering of motion vectors and generating adaptive multi-homography from a pair of adjacent video frames. The main innovation concerns the use of confidence images for each foreground and background motion groups. Experimental results revealed that our confidence-based approach robustly detect moving targets in sequences taken by a freely moving camera.

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Detection of atrial tachycardia and fibrillation using spectrum analysis of intracardiac signal (Intracardiac Signal의 스펙트럼 분석을 통한 Atrium Tachycardia 및 Fibrillation 검출)

  • Shin, Hang-Sik;Lee, Chung-Keun;Kim, Jin-Kwon;Joo, Young-Min;Lee, Myoung-Ho
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.29-31
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    • 2005
  • Detection methods for atrial tachycardia and fibrillation on the time axis have the advantages of light operational load and are easy to apply to various applications. Despite these advantages, arrhythmia detection algorithm on the time axis cannot stand much noise such as motion artifacts, moreover the peak detection algorithm has high complexity. In this paper, we use a spectrum analysis method for the detection of atrial tachycardia and fibrillation. By applying spectrum analysis and digital filtering on obtained electrogram signals, we can diagnose heart arrhythmia without using peak detection algorithm.

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Detection of Atrial Tachycardia and Atrial Fibrillation Using Spectrum Analysis of Intracardiac Signal (Intracardiac Signal의 스펙트럼 분석을 통한 Atrial Tachycardia 및 Atrial Fibrillation 검출)

  • Lee, Chung-Keun;Joung, Bo-Young;Lee, Myoung-Ho;Shin, Hang-Sik
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.3
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    • pp.142-145
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    • 2006
  • Detection methods for atrial tachycardia and atrial fibrillation on the time axis have the advantages of light operational load and are easy to apply to various applications. Despite these advantages, arrhythmia detection algorithm on the time axis cannot stand much noise such as motion artifacts, moreover the peak detection algorithm has high complexity. In this paper, we use a spectrum analysis method for the detection of atrial tachycardia and atrial fibrillation. By applying spectrum analysis and digital filtering on obtained electrogram signals, we can diagnose heart arrhythmia without using peak detection algorithm.

A Study on the Facal motion and for Detection of area Using Kalman Fillter algorithm (Facal motion 예측 및 영역 검출을 위한 칼만 필터 알고리즘)

  • Seok, Gyeong-Hyu;Park, Bu-Yeon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.6 no.6
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    • pp.973-980
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    • 2011
  • In this paper, we gaze upon the movement faces the problem points are difficult to identify a user based on points and that corrective action is needed to solve the identification system is proposed a new eye. Kalman filter, the current head of the location information was used to estimate the future position in order to determine the authenticity of the face facial features and structural elements, the information and the processing time is relatively fast horizontal and vertical elements of the face using the histogram analysis to detect. And an infrared illuminator obtained by constructing a bright pupil effect in real-time detection of the pupil, the pupil was tracked - geulrinteu vectors are extracted.

Very Low Rate Coding of Motion Video Using 3-D Segmentation with Two Change Detection Masks (두 변화검출 마스크를 이용한 3차원 영상분할 초저속 동영상 부호화)

  • Lee, Sang-Mi;Kim, Nam-Chul;Son, Hyon
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.10
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    • pp.146-153
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    • 1990
  • A new 3-D segmentation-based coding technique is proposed for transmitting the motion video with reasonablly acceptable quality even at a very low bit rate. Only meaningful motion areas are extracted by using two change detection masks and a current frame is directly segmented rather than a difference frame itself so that a good quality of image can be obtained at high compression ratios. Through the experiments, the sequence of Miss America is reconstructed with visually acceptable quality at the very high compression ratio of 360:1.

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Efficient Multimodal Background Modeling and Motion Defection (효과적인 다봉 배경 모델링 및 물체 검출)

  • Park, Dae-Yong;Byun, Hae-Ran
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.6
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    • pp.459-463
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    • 2009
  • Background modeling and motion detection is the one of the most significant real time video processing technique. Until now, many researches are conducted into the topic but it still needs much time for robustness. It is more important when other algorithms are used together such as object tracking, classification or behavior understanding. In this paper, we propose efficient multi-modal background modeling methods which can be understood as simplified learning method of Gaussian mixture model. We present its validity using numerical methods and experimentally show detecting performance.

A Statistical Approache to Scene Change Detection using Motion Compensation in MPEG (움직임 보상을 이용한 MPEG 비디오의 통계적 장면전환검출)

  • Jang, Dong-Sik;Kwon, Do-Kyoung;Lee, Man-Hee
    • Journal of KIISE:Computing Practices and Letters
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    • v.7 no.5
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    • pp.440-450
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    • 2001
  • This paper discusses an effective algorithm which is proposed for abrupt scene change detection in MPEG bitstream. The proposed algorithm restores DC images by decoding only DC coefficients and estimates the new motion vectors between adjacent DC images and detects scene change by similarity measure between frames. The proposed algorithm calculates similarity measure between adjacent frames, i.e motion compensated inter-frame correlation, and detects scene change by comparing this similarity measure with threshold value independent of sequences. Experimental results show that the proposed algorithm has more than 90% \`recall\` and \`precision\` in almost sequences and these results can be considered better than other algorithms using threshold value dependent of sequences.

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Conflict Detection for Multi-agent Motion Planning using Mathematical Analysis of Extended Collision Map (확장충돌맵의 수학적 분석을 이용한 다개체의 충돌탐지)

  • Yoon, Y.H.;Choi, J.S.;Lee, B.H.
    • The Journal of Korea Robotics Society
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    • v.2 no.3
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    • pp.234-241
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    • 2007
  • Effective tools which can alleviate the complexity and computational load problem in collision-free motion planning for multi-agent system have steadily been demanded in robotics field. To reduce the complexity, the extended collision map (ECM) which adopts decoupled approach and prioritization is already proposed. In ECM, the collision regions which represent the potential collision of robots are calculated using the computational power; the complexity problem is not resolved completely. In this paper, we propose a mathematical analysis of the extended collision map; as a result, we formulate the collision region as an equation with 5-8 variables. For mathematical analysis, we introduce realistic assumptions as follows; the path of each robot can be approximated to a straight line or an arc and every robot moves with uniform velocity or constant acceleration near the intersection between paths. Our result reduces the computational complexity in comparison with the previous result without losing optimality, because we use simple but exact equations of the collision regions. This result can be widely applicable to coordinated multi-agent motion planning.

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