• Title/Summary/Keyword: Complementary pattern

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Adaptive Weight Collaborative Complementary Learning for Robust Visual Tracking

  • Wang, Benxuan;Kong, Jun;Jiang, Min;Shen, Jianyu;Liu, Tianshan;Gu, Xiaofeng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.1
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    • pp.305-326
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    • 2019
  • Discriminative correlation filter (DCF) based tracking algorithms have recently shown impressive performance on benchmark datasets. However, amount of recent researches are vulnerable to heavy occlusions, irregular deformations and so on. In this paper, we intend to solve these problems and handle the contradiction between accuracy and real-time in the framework of tracking-by-detection. Firstly, we propose an innovative strategy to combine the template and color-based models instead of a simple linear superposition and rely on the strengths of both to promote the accuracy. Secondly, to enhance the discriminative power of the learned template model, the spatial regularization is introduced in the learning stage to penalize the objective boundary information corresponding to features in the background. Thirdly, we utilize a discriminative multi-scale estimate method to solve the problem of scale variations. Finally, we research strategies to limit the computational complexity of our tracker. Abundant experiments demonstrate that our tracker performs superiorly against several advanced algorithms on both the OTB2013 and OTB2015 datasets while maintaining the high frame rates.

A study on preference for complementary and alternative therapy using Q method (Q방법론을 활용한 보완대체요법 선호에 관한 연구)

  • Choi, Kyoung-Ho
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.1
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    • pp.61-70
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    • 2010
  • Today modern people have been searching on managing themselves in easy ways without side-effects to lead a healthy and quality life, accordingly concerns about complementary and alternative medicine have been increasing. The scientific term' complementary and alternative medicine' has been originally used in the US and has become the general term for natural treatment of medical methods, which can be suggested as an alternative solution to modern medical problems. There should be a study based on users' subjectivity to reinvigorate complementary and alternative medicine more than it does now. The purpose of this study is to offer basic materials when assessing practical applications on complementary and alternative medicine using the Q method which is subjective pattern analysis, help understand features of complementary and alternative therapy according to patterns, and find out preferences for patterns of complementary and alternative therapy. As a result patterns of complementary and alternative medicine were classified into three types. Firstly, type I prefers to biological/herbal treatment. Secondly, type II prefers to mixed treatments. Thirdly, type III prefers to manual healing.

Content Adaptive Pattern Concealment for Nonintrusive Projection-based AR (비간섭 프로젝션 기반 증강현실을 위한 컨텐츠 적응형 패턴 은닉)

  • Park, Han-Hoon;Lee, Moon-Hyun;Seo, Byung-Kuk;Jin, Yoon-Jong;Park, Jong-Il
    • Journal of the HCI Society of Korea
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    • v.2 no.1
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    • pp.49-56
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    • 2007
  • A nonintrusive projection-based AR approach using complementary pattern has been recently proposed and applied to virtual studio. However, the approach faces the tradeoff between the pattern imperceptibility and compensation accuracy. To alleviate the tradeoff, we propose a content adaptive pattern concealment approach. The projector input images (AR images) are divided into rectangular regions and spatial variation and color distribution are computed in the regions. Based on the spatial variation and color distribution, we embed locally different strength of pattern images into different color channels. It is demonstrated that the proposed approach has two opposite advantages by comparing it with the previous (non-adaptive) approach through a variety of experiments and subjective evaluation. Our content adaptive approach can obtain the same performance using weaker pattern than the previous approach and thus significantly improve the imperceptibility of the pattern. On the contrary, our content adaptive approach can make strong pattern less perceptible and thus produce better compensation results.

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UNITARY SERIES OF $GL_2(R)$ AND $GL_2(C)$

  • Kim, Seon-Ja
    • Communications of the Korean Mathematical Society
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    • v.9 no.3
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    • pp.521-529
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    • 1994
  • This paper studies the realization of irreducible unitary representations of $GL_2(R)$ and $GL_2(C)$ by Bargmann's classification[1]. Since the representations of general matrix groups can be obtained by the extensions of characters of a special linear group, we shall follow to a large extent the pattern of the results in [5], [6], and [8]. This article is divided into two sections. In the first section we describe the realization of principal series and discrete series and complementary series of $GL_2(R)$. The last section is devoted to the derivation of principal series and complementary series of $GL_2(C).

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Development of Pattern Classifying System for cDNA-Chip Image Data Analysis

  • Kim, Dae-Wook;Park, Chang-Hyun;Sim, Kwee-Bo
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.838-841
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    • 2005
  • DNA Chip is able to show DNA-Data that includes diseases of sample to User by using complementary characters of DNA. So this paper studied Neural Network algorithm for Image data processing of DNA-chip. DNA chip outputs image data of colors and intensities of lights when some sample DNA is putted on DNA-chip, and we can classify pattern of these image data on user pc environment through artificial neural network and some of image processing algorithms. Ultimate aim is developing of pattern classifying algorithm, simulating this algorithm and so getting information of one's diseases through applying this algorithm. Namely, this paper study artificial neural network algorithm for classifying pattern of image data that is obtained from DNA-chip. And, by using histogram, gradient edge, ANN and learning algorithm, we can analyze and classifying pattern of this DNA-chip image data. so we are able to monitor, and simulating this algorithm.

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The Comparison of Pattern Identification Diagnosis According to Symptom Scale Based on Obesity Pattern Identification Questionnaire (한방비만병증 설문지를 바탕으로 증상 척도에 따른 변증진단 비교)

  • Kang, Kyung-Won;Moon, Jin-Seok;Kang, Byung-Gab;Kim, Bo-Young;Shin, Mi-Sook;Choi, Sun-Mi
    • Journal of Korean Medicine for Obesity Research
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    • v.9 no.1
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    • pp.37-44
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    • 2009
  • The study was to investigate the distribution for the diagnosis of pattern identification questionnaire and agreement rate between diagnosis of pattern identification based on obesity pattern identification questionnaire and the clinical diagnosis of pattern' identification by medical specialist. The distribution for the diagnosis of pattern identification based on obesity pattern identification questionnaire was shown in order of stagnation of liver Gi, retention of undigested food, deficiency of Yang at scale of 5, 3, 2 score and the diagnosis rate of single pattern identification at scale of 5, 3, 2 score was 89.96%, 79.33%, 54.64%, respectively the agreement rate between the diagnosis of pattern identification based on obesity pattern identification questionnaire and the clinical diagnosis of pattern identification by medical specialist was 0.1013. Therefore, the complementary management in CRF questionnaires with consultation from experts and the study for score difference of pattern identification will improve the accuracy and agreement rate, which will will be helpful for pattern identification of obesity by clinical experts.

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A Study on the Generation of Frame Synchronization Words for W-CDMA System (W-CDMA 시스템을 위한 프레임 동기 단어 발생에 관한 연구)

  • 송영준
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.15 no.5
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    • pp.451-460
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    • 2004
  • The pilot bit pattern of W-CDMA system is used for the channel estimation and frame synchronization confirmation. This paper proposes the binary sequences for the frame synchronization for wideband code division multiple access (W-CDMA) system. We present the circuit for the generation of ideal frame synchronization property using the binary sequences called frame synchronization word(FSW). W-CDMA system uses compressed mode where up to 7 slots per one 10 msec frame are not transmitted to make measurements from another frequency without a full dual receiver terminal. It is shown that the proposed frame synchronization words also maintain the optimal frame synchronization property in the compressed mode by using the complementary mapping relationship of preferred pair. And we discuss the realization circuit for the generation of frame synchronization words by using the concept of preferred pairs, complementary mapping relationship, and maximal length sequence.

Complementary Beamforming Method Increasing Throughput in ECMA UWB AAS Systems (ECMA UWB AAS 시스템의 전송률 향상을 위한 보완 빔 방법)

  • Kim, Seok-Hyeon;Ji, Young-Gun;Lee, Hong-Won;Chung, Jae-Hak
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.8A
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    • pp.827-835
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    • 2007
  • In this paper, the extension method of data transmission range as adapting AAS(Adaptive Antenna Systems) in ECMA(European Computer Manufacturers Association) standard MB-OFDM(MultiBand-Orthogonal Frequency Division Multiplexing) UWB systems is proposed, and the complementary beamforming method which can solve hidden beam problem when we adapt AAS in CSMA/CA(Carrier Sense Multiple Access with Collision Avoidance) systems is proposed. To design the complementary beamforming, Gram-Schmidt orthogonalization is utilized, whose beam pattern exhibits perfect nulling at the main beam angles and provides uniform power for detection of channel utilization out of main beam. The proposed method can be utilized with any arbitrary beamforming when we make main beamforming. Through computer simulation, it can be shown that proposed AAS and complementary beamforming increase data transmission range from 2m to 3.95m in 480Mbps data transmission system and increase throughput about 20% as compared with general UWB AAS systems.

A Study on Inset Fed Microstrip Antenna Loaded with Complementary Single Loop Resonator (CSLR을 갖는 인셋 급전 마이크로스트립 안테나에 관한 연구)

  • Hong, Jae-Pyo;Kim, Byung-Mun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.8
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    • pp.921-926
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    • 2014
  • In this paper, the characteristics of inset fed microstrip antenna loaded with CSLR(complementary single loop resonator) are studied. Effective permeability parameters of the SLR unit cell is retrieved from simulated scattering parameters, and structure parameters of the SLR unit cell are selected so that effective permeability is negative value at the operating frequency. The optimized inset fed microstrip antenna loaded with SLR for a $3{\times}3$ array in the ground plane of a conventional patch antenna is designed and simulation results of return loss and radiation pattern are shown. At resonant frequency 2.82 GHz, the overall dimension of the proposed antenna is reduced by approximately 56.8% compared to the conventional inset fed antenna. Simulation results are obtained by 3D FEM solver(Ansoft's HFSS).

Use of the Complementary and Alternative Therapies, Pain and Quality of Life in Patients with Chronic Back Pain (만성 요통환자가 이용하는 대체요법과 통증, 삶의 질에 대한 연구)

  • Ha, Sung-Wha;Suh, Yeon-Ok
    • The Korean Journal of Rehabilitation Nursing
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    • v.11 no.1
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    • pp.5-12
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    • 2008
  • Purpose: The purpose of this study was to identify the uses of complementary and alternative therapies(CAT), pain, and quality of life(QOL) in patients with chronic back pain. Method: A descriptive survey was conducted using convenient sample. One hundred sixty two patients with chronic back pain participated in this study. Types and satisfaction of CAT, pattern of back pain, and QOL were investigated. Result: 83.3% of all participants reported in the use of CAT. The most common types of CAT used were acupuncture and half-bath. Yoga were the most high satisfaction among the types. The mean score of back pain was 4.12, QOL was 3.10, that was mostly low score. There was no significant difference back pain and QOL between CAT user and nonuser. Correlation with satisfaction of CAT according the most using types were a negative correlation with back pain and a positive correlation with QOL. Conclusion: These result indicate that the mostly patients with back pain feels the satisfaction of CAT use. It is important that provide the obvious information about CAT which can be helpful to patient.

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