• Title/Summary/Keyword: Vector orientation

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Gaze Direction Estimation Method Using Support Vector Machines (SVMs) (Support Vector Machines을 이용한 시선 방향 추정방법)

  • Liu, Jing;Woo, Kyung-Haeng;Choi, Won-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.4
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    • pp.379-384
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    • 2009
  • A human gaze detection and tracing method is importantly required for HMI(Human-Machine-Interface) like a Human-Serving robot. This paper proposed a novel three-dimension (3D) human gaze estimation method by using a face recognition, an orientation estimation and SVMs (Support Vector Machines). 2,400 images with the pan orientation range of $-90^{\circ}{\sim}90^{\circ}$ and tilt range of $-40^{\circ}{\sim}70^{\circ}$ with intervals unit of $10^{\circ}$ were used. A stereo camera was used to obtain the global coordinate of the center point between eyes and Gabor filter banks of horizontal and vertical orientation with 4 scales were used to extract the facial features. The experiment result shows that the error rate of proposed method is much improved than Liddell's.

Induction Machine Sensorless Vector Control typed by the Field Orientation Using 2 order Flux Observer (2차 자속관측기를 이용한 자계 Orientation 형 유도전동기 센스리스 벡터제어)

  • Hong, S.I.;Son, E.S.;Lee, D.C.
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2067-2069
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    • 2002
  • The study of the vector control of the induction machine without speed sensor is going on and there are the adaptive performance method to use the flux observer. This study is to make the vector control without the speed sensor based on the flux oriented reference vector control theory. This paper proposes the new speed follow-up method to deduce the current value in the current sensor and the 2 order flux observer based on the observer theory and examine the possibility to realize the flux oriented vector control system using the simulation in this proposed method of this study.

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Finger-Knuckle-Print Verification Using Vector Similarity Matching of Keypoints (특징점간의 벡터 유사도 정합을 이용한 손가락 관절문 인증)

  • Kim, Min-Ki
    • Journal of Korea Multimedia Society
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    • v.16 no.9
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    • pp.1057-1066
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    • 2013
  • Personal verification using finger-knuckle-print(FKP) uses lines and creases at the finger-knuckle area, so the orientation information of texture is an important feature. In this paper, we propose an effective FKP verification method which extracts keypoints using SIFT algorithm and matches the keypoints by vector similarity. The vector is defined as a direction vector which connects a keypoint extracted from a query image and a corresponding keypoint extracted from a reference image. Since the direction vector is created by a pair of local keypoints, the direction vector itself represents only a local feature. However, it has an advantage of expanding a local feature to a global feature by comparing the vector similarity among vectors in two images. The experimental results show that the proposed method is superior to the previous methods based on orientation codes.

Construction of a Plant Expression Vector for the Coat Protein Gene of Cucumber Mosaic Virus-As Strain for Plant Transformation (오이 모자이크 바이러스 As계통 외피단백질 유전자의 식물체 형질질환을 위한 발현벡타의 구축)

  • 류기현;박원목
    • Korean Journal Plant Pathology
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    • v.11 no.1
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    • pp.66-72
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    • 1995
  • The coat protein (CP) gene of cucumber mosaic virus-As (CMV-As) strain was engineered for expression in the plant by using the cauliflower mosaic virus 35S transcript regulatory sequences. The CP gene was cloned into an Agrobacterium-derived binary vector. A chimeric gene was constructed by the cDNA of CMV-As CP and plant expression vector pBI121. The clone, pCMAS66, was first introduced into the phagemid vector pSPORT1 for situating sense orientation for translation and making restriction sites in order to re-introduce plant expression vector, pHI121. The resulting subclone pCASCP02 and plant expression vector pBI121 were treated with BamHI-SacI for excising the target gene and removing GUS gene, respectively. After Agrobacterium transformation by freeze-thaw technique, the clone, pCMASCP121-123 which contains sense orientation of the target gene, was selected and confirmed by restriction endonuclease analysis. The CMV-As CP gene was introduced into A. tumefaciens. The results on tobacco plant transformation with the vector system revealed that the system could be successfully introduced and showed high frequency of selection to putative transformations.

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The Relationship between Photosynthetic Active Radiation and Leaf Orientation (光合成有效放斜와 葉向과의 關係)

  • Chang, Nam-Kee;Heui-Baik Kim
    • The Korean Journal of Ecology
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    • v.8 no.2
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    • pp.99-107
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    • 1985
  • Photosynthetically Active Radiation (PAR) affects the growth of plants as well as their photosynthetic rates. A mathematical model for intercepted solar radiation on the tilted leaf with any azimuth angle was established and the leaf orientation in which receives the maximum solar radiation was determined each month, during the growing season, and for an year. PAR was maximized at the leaf elevation of 50。~60。 in the winter, at that of 20。~40。. On the whole the leaves of tilt angle 0。~40。 received much radiation comparing with those of other tilt angles. The theoretical tendencies were compared with the distribution of leaf orientation measused practically. The average leaf elevation of maple tree was 17.0。$\pm$12.0。, and that of ginkgo was 29.8。$\pm$16.0。. Several results from other literatures support our suggestion that cumulative effevct of the relationships between surface normal vector and a vector pointing in the direction of the radiation determine the leaf orientation.

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Iris Recognition Using Vector Summation Of Gradient Orientation Vectors (그래디언트 방향 벡터의 벡터합을 이용한 홍채 인식)

  • Choi, Chang-Soo;Yoo, Kwan-Hee;Jun, Byoung-Min
    • The Journal of the Korea Contents Association
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    • v.9 no.8
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    • pp.121-128
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    • 2009
  • Iris recognition is a biometric technology which can identify a person using the iris pattern. Recently, iris information is used in many fields such as access control and information security. It is important for the iris recognition system to extract the feature which is invariant to changes in iris patterns. Those changes can be occurred by the influence of lights, changes in the size of the pupil. In this paper, we propose a novel method based on vector summation of gradient orientation vectors. Experimental results show that the proposed method reduces processing time with simple vector calculation, requires small feature space and has comparable performance to the well-known previous methods.

Field Oriented Vector Control of Induction Motor without Speed Sensor Using Flux Observer (자속관측기를 이용한 유도 전동기 자계 Orientation형 센서리스 벡터제어)

  • 손의식;홍순일
    • Journal of Advanced Marine Engineering and Technology
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    • v.27 no.1
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    • pp.100-107
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    • 2003
  • This study was to control magnetic field orientation-typed sensorless vector control by applying the theory of a rotor flux observer to drive an induction motor. This research suggested a new speed estimation method that estimates speed with the rotor flux obtained by using a flux observer and the variable of state current detected by a current sensor without a speed sensor. Because the speed estimation method is independent from the motor constants, it is not necessary to control the gain of the parameters and the algorithm is simple. In the findings of the study, the researcher was convinced of the control function and the possibility of realization in the simulation experiment of sensorless vector control system by using DSP(Digital Signal Prosessor).

A study on self tuning of indirect vector controller of induction motor (유도전동기 간접벡터제어기의 자기동조에 관한 연구)

  • 임재우;한권상;전호인
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.1056-1059
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    • 1996
  • In this paper, we analyzed the effect of the change of the rotor time constant on the performance of the indirect vector control system. By employing indirect field orientation technique, we have also suggested an optimal control algorithm that allows an induction motor to maintain the maximum torque under the changing environment of rotor time constant. A computer simulation on the transient response of the output torque was demonstrated. To verify the validity of the method that has been proposed in this paper, an experiment has been performed utilizing TMS32OC31(40MHz) DSP chip which is capable of performing floating-point arithmetic in real time.

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Object Recognition Using the Edge Orientation Histogram and Improved Multi-Layer Neural Network

  • Kang, Myung-A
    • International Journal of Advanced Culture Technology
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    • v.6 no.3
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    • pp.142-150
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    • 2018
  • This paper describes the algorithm that lowers the dimension, maintains the object recognition and significantly reduces the eigenspace configuration time by combining the edge orientation histogram and principle component analysis. By using the detected object region as a recognition input image, in this paper the object recognition method combined with principle component analysis and the multi-layer network which is one of the intelligent classification was suggested and its performance was evaluated. As a pre-processing algorithm of input object image, this method computes the eigenspace through principle component analysis and expresses the training images with it as a fundamental vector. Each image takes the set of weights for the fundamental vector as a feature vector and it reduces the dimension of image at the same time, and then the object recognition is performed by inputting the multi-layer neural network.

A New-Generation Sensorless Vector Control Scheme for Induction Motor Drive

  • Shinnaka, Shinji
    • Proceedings of the KIPE Conference
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    • 1998.10a
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    • pp.287-292
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    • 1998
  • This paper presents some results of performance evaluation test via actual machines of a new hybrid vector control utilizing a new indirect orientation scheme and stable filter embedded direct orientation scheme for induction motors without speed or position sensor. It is shown through the test by 0.3(kW) and 3.7(kW) motors that the proposed sensorless vector control has the following high potentialities: 1) speed range is 0 to 600(rad/s) or more, 2) zero-speed command is accepted and settles the machines at a stable standstill with no vibration 3) it can make machines to track variable command of acceleration and deceleration $\pm$6,000(rad/s2), 4) it can make machines to drive directly load of at least 26 times larger inertia than that of the machine, 5) it can make machines to produce much larger torque than the rating in torque control mode even at standstill. The performance confirmed by the test is far away for previous schemes or sensorless drive apparatuses.

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