• Title/Summary/Keyword: 적응적 배경

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Corrupted Region Restoration based on 2D Tensor Voting (2D 텐서 보팅에 기반 한 손상된 텍스트 영상의 복원 및 분할)

  • Park, Jong-Hyun;Toan, Nguyen Dinh;Lee, Guee-Sang
    • The KIPS Transactions:PartB
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    • v.15B no.3
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    • pp.205-210
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    • 2008
  • A new approach is proposed for restoration of corrupted regions and segmentation in natural text images. The challenge is to fill in the corrupted regions on the basis of color feature analysis by second order symmetric stick tensor. It is show how feature analysis can benefit from analyzing features using tensor voting with chromatic and achromatic components. The proposed method is applied to text images corrupted by manifold types of various noises. Firstly, we decompose an image into chromatic and achromatic components to analyze images. Secondly, selected feature vectors are analyzed by second-order symmetric stick tensor. And tensors are redefined by voting information with neighbor voters, while restore the corrupted regions. Lastly, mode estimation and segmentation are performed by adaptive mean shift and separated clustering method respectively. This approach is automatically done, thereby allowing to easily fill-in corrupted regions containing completely different structures and surrounding backgrounds. Applications of proposed method include the restoration of damaged text images; removal of superimposed noises or streaks. We so can see that proposed approach is efficient and robust in terms of restoring and segmenting text images corrupted.

How depression affects girls who experienced violence in home or at school: Using mixed model (아동·청소년기 여학생의 가정 및 학교 폭력이 우울에 미치는 영향 : 혼합모형을 이용한 종단자료 분석)

  • Min, Dae Kee;Choi, Mi Kyung
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.1
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    • pp.101-110
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    • 2016
  • Depression is a mental symptoms that accompany psychological symptoms such as anxiety, gloom, a sense of failure, helplessness as well as a physical symptoms that shows in the adaption process of stress. Depression may result in cognitive, emotional, and behavioral disorders in accordance with individual experience. In particular, the depression when growing lowers the concentration on studies of children and adolescents and also increases the violence and interpersonal problems causes a serious loss to individuals and society. This study analyzed the longitudinal data using mixed models to investigate how depression affects girls who experienced violence in home or at school.

Drone Location Tracking with Circular Microphone Array by HMM (HMM에 의한 원형 마이크로폰 어레이 적용 드론 위치 추적)

  • Jeong, HyoungChan;Lim, WonHo;Guo, Junfeng;Ahmad, Isitiaq;Chang, KyungHi
    • Journal of Advanced Navigation Technology
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    • v.24 no.5
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    • pp.393-407
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    • 2020
  • In order to reduce the threat by illegal unmanned aerial vehicles, a tracking system based on sound was implemented. There are three main points to the drone acoustic tracking method. First, it scans the space through variable beam formation to find a sound source and records the sound using a microphone array. Second, it classifies it into a hidden Markov model (HMM) to find out whether the sound source exists or not, and finally, the sound source is In the case of a drone, a sound source recorded and stored as a tracking reference signal based on an adaptive beam pattern is used. The simulation was performed in both the ideal condition without background noise and interference sound and the non-ideal condition with background noise and interference sound, and evaluated the tracking performance of illegal drones. The drone tracking system designed the criteria for determining the presence or absence of a drone according to the improvement of the search distance performance according to the microphone array performance and the degree of sound pattern matching, and reflected in the design of the speech reading circuit.

Multiple Human Tracking using Mean Shift and Depth Map with a Moving Stereo Camera (카메라 이동환경에서 mean shift와 깊이 지도를 결합한 다수 인체 추적)

  • Kim, Kwang-Soo;Hong, Soo-Youn;Kwak, Soo-Yeong;Ahn, Jung-Ho;Byun, Hye-Ran
    • Journal of KIISE:Software and Applications
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    • v.34 no.10
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    • pp.937-944
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    • 2007
  • In this paper, we propose multiple human tracking with an moving stereo camera. The tracking process is based on mean shift algorithm which is using color information of the target. Color based tracking approach is invariant to translation and rotation of the target but, it has several problems. Because of mean shift uses color distribution, it is sensitive to color distribution of background and targets. In order to solve this problem, we combine color and depth information of target. Also, we build human body part model to handle occlusions and we have created adaptive box scale. As a result, the proposed method is simple and efficient to track multiple humans in real time.

The Background of the Formation of the Elevated Water Storage Tank Landscape in the Western Region of Jeju Island (제주도 서부 지역 고가수조 경관의 형성배경)

  • Kim, Man-Kyu;Park, Jong-Chul;Lee, Seong-Woo
    • Journal of the Korean association of regional geographers
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    • v.16 no.6
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    • pp.623-634
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    • 2010
  • The elevated water storage tanks highly crowded in the western region in Jeju island is an important landmark of Jeju island. This study examines the reasons that the elevated water storage tanks appeared in a high density. After examination, this study found that the elevated water storage tanks formed under the influences of climate, hydrogeologic structure, soil, topography and land use. In particular, the elevated water storage tanks in Jeju are closely related to the crapping system with which water has to be supplied using sprinkler due to well drained soil and hydrogeological characteristics. The results of this study show that elevated water storage tank landscape in the western region of Jeju island is an agricultural landscape particularly made in the course of farmers' adaptation to the natural environment of Jeju island.

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Real-time Eye Contact System Using a Kinect Depth Camera for Realistic Telepresence (Kinect 깊이 카메라를 이용한 실감 원격 영상회의의 시선 맞춤 시스템)

  • Lee, Sang-Beom;Ho, Yo-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.4C
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    • pp.277-282
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    • 2012
  • In this paper, we present a real-time eye contact system for realistic telepresence using a Kinect depth camera. In order to generate the eye contact image, we capture a pair of color and depth video. Then, the foreground single user is separated from the background. Since the raw depth data includes several types of noises, we perform a joint bilateral filtering method. We apply the discontinuity-adaptive depth filter to the filtered depth map to reduce the disocclusion area. From the color image and the preprocessed depth map, we construct a user mesh model at the virtual viewpoint. The entire system is implemented through GPU-based parallel programming for real-time processing. Experimental results have shown that the proposed eye contact system is efficient in realizing eye contact, providing the realistic telepresence.

Stereo Convergence Angle Disparity Extraction of the Moving Target using Optical JTC (광 JTC를 이용한 이동 물체의 스테레오 주시각 시차 추출)

  • 이재수;김성호;김규태;김은수;박순영;이용범
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.35D no.12
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    • pp.99-107
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    • 1998
  • A stereo vision system such as the structure of human's eyes has two cameras at separated positions from which we can obtain two input images and then put them together to create 3-D image. It can show more virtual effect than the conventional 2-D image system. But, the stereo image system has to control the convergence angle so that the stereo disparity could always be zero because observers can be fatigued and unconscious of stereo image in conditions that the stereo disparity is not zero for a long work. Therefore, in the paper, optical JTC system which can process adaptive tracking of a specific moving object is proposed as a new approach to keep the stereo disparity to be zero. In this method, optical JTC system obtains the values of the relative locations of a moving objects in left and right images and then these values are used for maintaining the stereo disparity to be zero. Through some optical experiments the proposed stereo vision system is proved to be insensitive to background noises and operate in real-time.

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Female Middle-Aged Householders' Experiences in Preparation for Old Age: With Focus on Career Female Householders (중년 여성가구주의 노후준비 경험: 직업이 있는 여성가구주를 중심으로)

Autonomous Surveillance-tracking System for Workers Monitoring (작업자 모니터링을 위한 자동 감시추적 시스템)

  • Ko, Jung-Hwan;Lee, Jung-Suk;An, Young-Hwan
    • 전자공학회논문지 IE
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    • v.47 no.2
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    • pp.38-46
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    • 2010
  • In this paper, an autonomous surveillance-tracking system for Workers monitoring basing on the stereo vision scheme is proposed. That is, analysing the characteristics of the cross-axis camera system through some experiments, a optimized stereo vision system is constructed and using this system an intelligent worker surveillance-tracking system is implemented, in which a target worker moving through the environments can be detected and tracked, and its resultant stereo location coordinates and moving trajectory in the world space also can be extracted. From some experiments on moving target surveillance-tracking, it is analyzed that the target's center location after being tracked is kept to be very low error ratio of 1.82%, 1.11% on average in the horizontal and vertical directions, respectively. And, the error ratio between the calculation and measurement values of the 3D location coordinates of the target person is found to be very low value of 2.5% for the test scenario on average. Accordingly, in this paper, a possibility of practical implementation of the intelligent stereo surveillance system for real-time tracking of a target worker moving through the environments and robust detection of the target's 3D location coordinates and moving trajectory in the real world is finally suggested.

Stereo Matching Using Distance Trasnform and 1D Array Kernel (거리변환과 1차원 배열을 이용한 적응적 스테레오 정합)

  • Chang, Yong-Jun;Ho, Yo-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.4
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    • pp.387-394
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    • 2016
  • A stereo matching method is one of the ways to obtain a depth value from two dimensional images. This method estimates the depth value of target images using stereo images which have two different viewpoints. In the result of stereo matching, the depth value is represented by a disparity value. The disparity means a distance difference between a current pixel in one side of stereo images and its corresponding point in the other side of stereo images. The stereo matching in a homogeneous region is always difficult to find corresponding points because there are no textures in that region. In this paper, we propose a novel matching equation using the distance transform to estimate accurate disparity values in the homogeneous region. The distance transform calculates pixel distances from the edge region. For this reason, pixels in the homogeneous region have specific values when we apply this transform to pixels in that region. Therefore, the stereo matching method using the distance transform improves the matching accuracy in the homogeneous regions. In addition, we also propose an adaptive matching cost computation using a kernel of one dimensional array depending on the characteristic of regions in the image. In order to aggregate the matching cost, we apply a cross-scale cost aggregation method to our proposed method. As a result, the proposed method has a lower average error rate than that of the conventional method in all regions.