• Title/Summary/Keyword: redundancy method

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An Efficient Face Recognition Using First Moment of Image and Basis Images (영상의 1차 모멘트와 기저영상을 이용한 효율적인 얼굴인식)

  • Cho Yong-Hyun
    • The KIPS Transactions:PartB
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    • v.13B no.1 s.104
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    • pp.7-14
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    • 2006
  • This paper presents an efficient face recognition method using both first moment of image and basis images. First moment which is a method for finding centroid of image, is applied to exclude the needless backgrounds in the face recognitions by shifting to the centroid of face image. Basis images which are the face features, are respectively extracted by principal component analysis(PCA) and fixed-point independent component analysis(FP-ICA). This is to improve the recognition performance by excluding the redundancy considering to second- and higher-order statistics of face image. The proposed methods has been applied to the problem for recognizing the 48 face images(12 persons*4 scenes) of 64*64 pixels. The 3 distances such as city-block, Euclidean, negative angle are used as measures when match the probe images to the nearest gallery images. The experimental results show that the proposed methods has a superior recognition performances(speed, rate) than conventional PCA and FP-ICA without preprocessing, the proposed FP-ICA has also better performance than the proposed PCA. The city-block has been relatively achieved more an accurate similarity than Euclidean or negative angle.

Face Recognition Using First Moment of Image and Eigenvectors (영상의 1차 모멘트와 고유벡터를 이용한 얼굴인식)

  • Cho Yong-Hyun
    • Journal of Korea Multimedia Society
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    • v.9 no.1
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    • pp.33-40
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    • 2006
  • This paper presents an efficient face recognition method using both first moment of image and eigenvector. First moment is a method for finding centroid of image, which is applied to exclude the needless backgrounds in the face recognitions by shitting to the centroid of face image. Eigenvector which are the basis images as face features, is extracted by principal component analysis(PCA). This is to improve the recognition performance by excluding the redundancy considering to second-order statistics of face image. The proposed methods has been applied to the problem for recognizing the 60 face images(15 persons *4 scenes) of 320*243 pixels. The 3 distances such as city-block, Euclidean, negative angle are used as measures when match the probe images to the nearest gallery images. In case of the 45 face images, the experimental results show that the recognition rate of the proposed methods is about 1.6 times and its the classification is about 5.6 times higher than conventional PCA without preprocessing. The city-block has been relatively achieved more an accurate classification than Euclidean or negative angle.

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A Hierarchical Image Mosaicing using Camera and Object Parameters for Efficient Video Database Construction (효율적인 비디오 데이터베이스 구축을 위해 카메라와 객체 파라미터를 이용한 계층형 영상 모자이크)

  • 신성윤;이양원
    • Journal of Korea Multimedia Society
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    • v.5 no.2
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    • pp.167-175
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    • 2002
  • Image Mosaicing creates a new image by composing video frames or still images that are related, and performed by arrangement, composition and redundancy analysis of images. This paper proposes a hierarchical image mosaicing system using camera and object parameters far efficient video database construction. A tree-based image mosiacing has implemented for high-speed computation time and for construction of static and dynamic image mosaic. Camera parameters are measured by using least sum of squared difference and affine model. Dynamic object detection algorithm has proposed for extracting dynamic objects. For object extraction, difference image, macro block, region splitting and 4-split detection methods are proposed and used. Also, a dynamic positioning method is used for presenting dynamic objects and a blurring method is used for creating flexible mosaic image.

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Narrative Structure and Signification of the Mobile Whole Aspect Movie -Focused on and - (모바일 전용 영화의 내러티브 구조와 의미구성 - 모바일 전용 영화 와 <건달과 달걀>을 중심으로)

  • Kang, Seung-Mook
    • The Journal of the Korea Contents Association
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    • v.8 no.11
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    • pp.94-102
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    • 2008
  • The development of digital technology constructs meaning through the narrative by digitalized story. Including mobile whole aspect movie, visual contents have the narrative structure and signification based on the digital technology. This study planned to explore the possibility that mobile movie can expand the classical narrative structure and bring up the method of signification. For this purpose, this paper proved the process to cohere narrative through redundancy and a double across of space-time structure according to the principle of causality in mobile movies such as and . According to the findings, mobile movies appeared to construct a consolidated structure through cohesion of meaning and to move the space-time doubly across at a subjective point of view of the characters for continuity of story. Such a result means the narrative structure and the method of signification of mobile movie are modifying or expanding the unique formation of classical films in accordance with mobile devices as digital media.

A Perceptual Audio Coder Based on Temporal-Spectral Structure (시간-주파수 구조에 근거한 지각적 오디오 부호화기)

  • 김기수;서호선;이준용;윤대희
    • Journal of Broadcast Engineering
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    • v.1 no.1
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    • pp.67-73
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    • 1996
  • In general, the high quality audio coding(HQAC) has the structure of the convertional data compression techniques combined with moodels of human perception. The primary auditory characteristic applied to HQAC is the masking effect in the spectral domain. Therefore spectral techniques such as the subband coding or the transform coding are widely used[1][2]. However no effort has yet been made to apply the temporal masking effect and temporal redundancy removing method in HQAC. The audio data compression method proposed in this paper eliminates statistical and perceptual redundancies in both temporal and spectral domain. Transformed audio signal is divided into packets, which consist of 6 frames. A packet contains 1536 samples($256{\times}6$) :nd redundancies in packet reside in both temporal and spectral domain. Both redundancies are elminated at the same time in each packet. The psychoacoustic model has been improved to give more delicate results by taking into account temporal masking as well as fine spectral masking. For quantization, each packet is divided into subblocks designed to have an analogy with the nonlinear critical bands and to reflect the temporal auditory characteristics. Consequently, high quality of reconstructed audio is conserved at low bit-rates.

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A study on AHP application of selection method for the best treatment technology of public sewage treatment works (공공하수처리시설 공법 선정을 위한 계층화분석법 적용방안 고찰)

  • Jeong, Dong-Hwan;Cho, Yangseok;Ahn, Kyunghee;Choi, In-Cheol;Chung, Hyen-Mi;Lee, Jaekwan
    • Journal of Korean Society of Water and Wastewater
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    • v.30 no.4
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    • pp.427-440
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    • 2016
  • Various kinds of processes are used in the Public Sewage Treatment Works(PSTWs) in order to achieve water quality criteria and TMDL in the watershed. The performance of the existing processes at PSTWs depends on influent characteristics, effluent quality target, amount of sludge production, power cost and other factors. In present, the Selection Guideline for the Available Treatment Process of PSTWs is used for a process decision in the country. But there are some problems regarding redundancy of assessment factors and complexity of assessment procedure in the guideline. In this study, we did a test application of AHP for process selection of PSTWs, which propose is to simplify assessment factors such as pollutant removal amount, sludge generation, electricity consumption, stability of operation, convenience of maintenance, easiness of existing process application, installation cost, and operating cost concerning of environmental factors, technical factors and economical factors. According to the study, the PSTWs selection procedure guideline can be improved using application of AHP method.

A Study on Reliability Evaluation Using Dynamic Fault Tree Algorithm (시스템 신뢰도 평가를 위한 동적 결함 트리(Dynamic Fault Tree) 알고리듬 연구)

  • 김진수;양성현;이기서
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.10A
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    • pp.1546-1554
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    • 1999
  • In this paper, Dynamic Fault Tree algorithm(DFT algorithm) is presented. This algorithm provides a concise representation of dynamic fault tolerance system including fault recovery techniques with fault detection, mask and switching function. And this algorithm define FDEP, CSP, SEQ, PAG gate which captures the dynamic characteristics of system. It show that this algorithm solved the constraints to satisfy the dynamic characteristics of system which there are in Markov and also this is able to satisfy the dynamic characteristics of system which there are in Markov and also this is able to covered the disadvantage of Fault tree methods. To show the key advantage of this algorithm, a traditional method, that is, Markov and Fault Tree, applies to TMR and Dual-Duplex systems with the dynamic characteristic and a presented method applies to those. He results proved that the DFT algorithm for solving the problems of the system is more effective than the Markov and Fault tree analysis model..

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Optimal Path Planning in Redundant Sealing Robots (여유자유도 실링 로봇에서의 최적 경로 계획)

  • Sung, Young Whee;Chu, Baeksuk
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.12
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    • pp.1911-1919
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    • 2012
  • In this paper, we focus on a robotic sealing process in which three robots are used. Each robot can be considered as a 7 axis redundant robot of which the first joint is prismatic and the last 6 joints are revolute. In the factory floor, robot path planning is not a simple problem and is not automated. They need experienced operators who can operate robots by teaching and playing back fashion. However, the robotic sealing process is well organized so the relative positions and orientations of the objects in the floor and robot paths are all pre-determined. Therefore by adopting robotic theory, we can optimally plan robot pathes without using teaching. In this paper, we analyze the sealing robot by using redundant manipulator theory and propose three different methods for path planning. For sealing paths outside of a car body, we propose two methods. The first one is resolving redundancy by using pseudo-inverse of Jacobian and the second one is by using weighted pseudo-inverse of Jacobian. The former is optimal in the sense of energy and the latter is optimal in the sense of manipulability. For sealing paths inside of a car body, we must consider collision avoidance so we propose a performance index for that purpose and a method for optimizing that performance index. We show by simulation that the proposed method can avoid collision with faithfully following the given end effector path.

A Control System of 4 d.o.f Human Arm type Redundant Robot (인간형 4자유도 로봇팔 제어 시스템)

  • Hwang, Sung-Ri;Park, Jae-woo;Na, Sang-min;Hyun, Woong-keun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.301-303
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    • 2018
  • This paper describes a robot control system and control method of a human arm type redundant manipulator. The control of a redundant manipulator suffer from computational complexity and singularity problem because of numerical inverse kinematics. To deal with such problems, analytical methods for a redundant robot arm have been researched to enhance the performance of inverse kinematics. In this research, we propose a numerical control method and weighted pseudo inverse kinematics algorithm. Using this algorithm, it is possible to generate a trajectory passing through the singular points and intuitively move the elbow without regard to the end-effector pose. Performance of the proposed algorithm was verified by various simulations. It is shown that the trajectory planning and using this algorithm provides correct results near the singular points and can utilize redundancy intuitively. We proved this system's validity through field test.

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The Development of a 20MW PWM Driver for Advanced Fifteen-Phase Propulsion Induction Motors

  • Sun, Chi;Ai, Sheng;Hu, Liangdeng;Chen, Yulin
    • Journal of Power Electronics
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    • v.15 no.1
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    • pp.146-159
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    • 2015
  • Since the power capacity needed for the propulsion of large ships is very large, a multiphase AC induction propulsion mode is generally adopted to meet the higher requirements of reliability, redundancy and maintainability. This paper gives a detailed description of the development of a 20MW fifteen-phase PWM driver for advanced fifteen-phase propulsion induction motors with a special third-harmonic injection in terms of the main circuit hardware, control system design, experiments, etc. The adoption of the modular design method for the main circuit hardware design can make the enclosed mechanical structure simple and maintainable. It can also avoid the larger switch stresses caused by the multiple turn on of the IGBTs in conventional large-capacity converter systems. The use of the distributed controller design method based on a high-speed fiber-optic ring net for the control system can overcome such disadvantages as the poor reliability and long maintenance times arising from the conventional centralized controller which is designed according to point-to-point communication. Finally, the performance of the 20MW PWM driver is verified by experimentation on a new fifteen-phase induction propulsion motor.