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Object Recognition Using Hausdorff Distance and Image Matching Algorithm (Hausdorff Distance와 이미지정합 알고리듬을 이용한 물체인식)

  • Kim, Dong-Gi;Lee, Wan-Jae;Gang, Lee-Seok
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.25 no.5
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    • pp.841-849
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    • 2001
  • The pixel information of the object was obtained sequentially and pixels were clustered to a label by the line labeling method. Feature points were determined by finding the slope for edge pixels after selecting the fixed number of edge pixels. The slope was estimated by the least square method to reduce the detection error. Once a matching point was determined by comparing the feature information of the object and the pattern, the parameters for translation, scaling and rotation were obtained by selecting the longer line of the two which passed through the matching point from left and right sides. Finally, modified Hausdorff Distance has been used to identify the similarity between the object and the given pattern. The multi-label method was developed for recognizing the patterns with more than one label, which performs the modified Hausdorff Distance twice. Experiments have been performed to verify the performance of the proposed algorithm and method for simple target image, complex target image, simple pattern, and complex pattern as well as the partially hidden object. It was proved via experiments that the proposed image matching algorithm for recognizing the object had a good performance of matching.

A Watermarking Scheme of CAD Design Drawing Based on Line, Arc, and Polygon Face Components for Copyright Protection (저작권 보호를 위한 선, 호 및 다각형면 성분 기반의 CAD 설계도면의 워터마킹 기법)

  • Moon, Kwang-Seok;Lee, Suk-Hwan;Kwon, Seong-Geun;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
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    • v.10 no.5
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    • pp.594-603
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    • 2007
  • This paper proposes a watermarking scheme for 3D CAD design drawing. In the proposed scheme, we embed binary watermarks into line, arc, and polygon face components that are the basic component of 3D CAD design drawing. The embedding target component can be selected randomly among three components or by the component distribution in drawing. In line components, a watermark bit is embedded into the ratio of the length of a target line and an average length of lines that are connected into a target line. Furthermore, a watermark bit is embedded into a curvature radius on the basis of a center point in a arc component and also is embedded into a ratio of two sides in a polygonal face component. Experimental results verified that the proposed watermarking has the robustness against Format conversion, rotation translation, scaling, cropping, and layer cutting and also SNR of watermarked component is about 39.89-42.50 dB.

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Palatal en-masse retraction of segmented maxillary anterior teeth: A finite element study

  • Park, Jae Hyun;Kook, Yoon-Ah;Kojima, Yukio;Yun, Sunock;Chae, Jong-Moon
    • The korean journal of orthodontics
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    • v.49 no.3
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    • pp.188-193
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    • 2019
  • Objective: The aim of this finite element study was to clarify the mechanics of tooth movement in palatal en-masse retraction of segmented maxillary anterior teeth by using anchor screws and lever arms. Methods: A three-dimensional finite element method was used to simulate overall orthodontic tooth movements. The line of action of the force was varied by changing both the lever arm height and anchor screw position. Results: When the line of action of the force passed through the center of resistance (CR), the anterior teeth showed translation. However, when the line of action was not perpendicular to the long axis of the anterior teeth, the anterior teeth moved bodily with an unexpected intrusion even though the force was transmitted horizontally. To move the anterior teeth bodily without intrusion and extrusion, a downward force passing through the CR was necessary. When the line of action of the force passed apical to the CR, the anterior teeth tipped counterclockwise during retraction, and when the line of action of the force passed coronal to the CR, the anterior teeth tipped clockwise during retraction. Conclusions: The movement pattern of the anterior teeth changed depending on the combination of lever arm height and anchor screw position. However, this pattern may be unpredictable in clinical settings because the movement direction is not always equal to the force direction.

RECTIFICATION OF PURE TRANSLATION 2D CAMERA ARRAY

  • Ota, Makoto;Fukushima, Norishige;Yendo, Tomohiro;Tanimoto, Masayuki;Fujii, Toshiaki
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.659-663
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    • 2009
  • In this paper, we propose a rectification method that can convert ray space data obtained by controlled camera array to ideal data. Here, Ideal data is obtained by getting longitudinal and transversal epipolar line between cameras vertical and horizontal. However it is actually difficult to arrange cameras strictly because we arrange cameras by hand. As conventional method, we have use camera-calibration method. But if we use this method there are some errors on the output image. When we generate arbitrary viewpoint images this error is critical problem. We focus attention on ideal trajectory of characteristic point. And to minimize the error directly we parallelize the real one. And we showed usefulness of proposed technique. Then using the proposed technique, we were successful reducing the error to less than 0.5 pixels.

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Line-based Image Stabilization (선 기반 영상안정 방법에 관한 연구)

  • 차용준;소영성
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.165-168
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    • 2001
  • 본 논문에서는 카메라 또는 카메라 플랫폼의 흔들림 등 외부 영향과 비디오 시퀀스내의 모션이 함께 존재할 경우 출렁이는 비디오를 전자적으로 안정화하는 방법을 제안한다. 일반적인 영상 안정 시스템은 모션 측정과 모션 보상의 두 과정으로 구성되는데 모션 측정에서는 프레임간 모션 모델을 가정하고 파라메타를 측정하며 모션 보상에서는 측정된 파라메타를 이용하여 모션을 보상한다. 영상 내에 카메라 모션 이외의 움직임이 있을 경우 파라메타의 측정을 일관성 없게 만들 수 있으므로 이를 해결하기 위해 MVSD(Motion Vector Scatter Diagram)에 기반한 영상 안정 방법이 제안되었다. 그러나 이 방법은 최적화 파라메타를 정량화 하는데 한계가 있고 또한 계산 시간이 오래 걸리는 단점이 있어 이의 해결을 위해 본 논문에서는 선 기반(Line-based) 영상 안정 방법을 제안한다. 이 방법은 먼저 기준 영상에서 median filter를 이용해 영상 내의 코너를 검출하고 특징적인 두 점을 선택하여 이를 선으로 연결한다. 현재 영상에서 correlation을 이용하여 상응하는 두 특징점을 찾고 subpixel 방법으로 정확한 위치를 계산하여 선을 구한다. 이 두 선을 일치시키는 과정에서 모션 파라메타를 구하는데 먼저 평행 이동을 통해 한쪽 글을 일치시키고 이 과정에서 translation x, y 파라메타를 구한다. 다음 단계에서 한 쪽 끝이 일치된 두 선이 이루는 각을 계산하여 rotation 파라메타를 구한다. 이 방법으로 구해진 파라메타를 이용하여 모션 보상을 함으로서 영상 안정을 이를 수 있었다.

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3D Orientation and Position Tracking System of Surgical Instrument with Optical Tracker and Internal Vision Sensor (광추적기와 내부 비전센서를 이용한 수술도구의 3차원 자세 및 위치 추적 시스템)

  • Joe, Young Jin;Oh, Hyun Min;Kim, Min Young
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.8
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    • pp.579-584
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    • 2016
  • When surgical instruments are tracked in an image-guided surgical navigation system, a stereo vision system with high accuracy is generally used, which is called optical tracker. However, this optical tracker has the disadvantage that a line-of-sight between the tracker and surgical instrument must be maintained. Therefore, to complement the disadvantage of optical tracking systems, an internal vision sensor is attached to a surgical instrument in this paper. Monitoring the target marker pattern attached on patient with this vision sensor, this surgical instrument is possible to be tracked even when the line-of-sight of the optical tracker is occluded. To verify the system's effectiveness, a series of basic experiments is carried out. Lastly, an integration experiment is conducted. The experimental results show that rotational error is bounded to max $1.32^{\circ}$ and mean $0.35^{\circ}$, and translation error is in max 1.72mm and mean 0.58mm. Finally, it is confirmed that the proposed tool tracking method using an internal vision sensor is useful and effective to overcome the occlusion problem of the optical tracker.

Application of Deep Learning to Solar Data: 2. Generation of Solar UV & EUV images from magnetograms

  • Park, Eunsu;Moon, Yong-Jae;Lee, Harim;Lim, Daye
    • The Bulletin of The Korean Astronomical Society
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    • v.44 no.1
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    • pp.81.3-81.3
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    • 2019
  • In this study, we apply conditional Generative Adversarial Network, which is one of the deep learning method, to the image-to-image translation from solar magentograms to solar UV and EUV images. For this, we train a model using pairs of SDO/AIA 9 wavelength UV and EUV images and their corresponding SDO/HMI line-of-sight magnetograms from 2011 to 2017 except August and September each year. We evaluate the model by comparing pairs of SDO/AIA images and corresponding generated ones in August and September. Our results from this study are as follows. First, we successfully generate SDO/AIA like solar UV and EUV images from SDO/HMI magnetograms. Second, our model has pixel-to-pixel correlation coefficients (CC) higher than 0.8 except 171. Third, our model slightly underestimates the pixel values in the view of Relative Error (RE), but the values are quite small. Fourth, considering CC and RE together, 1600 and 1700 photospheric UV line images, which have quite similar structures to the corresponding magnetogram, have the best results compared to other lines. This methodology can be applicable to many scientific fields that use several different filter images.

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A Study on Cutting Pattern Generation of Membrane Structures Using Spline Curves (스플라인 곡선을 이용한 막구조물의 재단도 작성에 관한 연구)

  • Shon, Su-Deok;Lee, Seung-Jae
    • Journal of Korean Association for Spatial Structures
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    • v.12 no.1
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    • pp.109-119
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    • 2012
  • For membrane structure, there are three main steps in design and construction, which are form finding, statistical load analysis, and cutting patterning. Unlike the first two stages, the step of cutting pattern involves the translation of a double-curved surface in 3D space into a 2D plane with minimal error. For economic reasons, the seam lines of generated cutting patterns rely greatly on the geodesic line. Generally, as searching regions of the seam line are plane elements in the step of shape analysis, the seam line is not a smooth curve, but an irregularly divided straight line. So, it is how we make an irregularly divided straight line a smooth curve that defines the quality of the pattern. Accordingly, in this paper, we analyzed interpolation schemes using spline, and apply these methods to cutting pattern generation on the curved surface. To generate the pattern, three types of spline functions were used, i.e., cubic spline function, B-spline, and least-square spline approximation, and simple model and the catenary-shaped membrane was adopted to examine the result of generation. The result of comparing the approximation curves by the number of elements and the number of extracted nodes of simple model revealed that the seam line for less number of extracted nodes with large number of elements were more efficient, and the least-square spline approximation provided smoother seam line than other methods.

On-Line Blind Channel Normalization for Noise-Robust Speech Recognition

  • Jung, Ho-Young
    • IEIE Transactions on Smart Processing and Computing
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    • v.1 no.3
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    • pp.143-151
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    • 2012
  • A new data-driven method for the design of a blind modulation frequency filter that suppresses the slow-varying noise components is proposed. The proposed method is based on the temporal local decorrelation of the feature vector sequence, and is done on an utterance-by-utterance basis. Although the conventional modulation frequency filtering approaches the same form regardless of the task and environment conditions, the proposed method can provide an adaptive modulation frequency filter that outperforms conventional methods for each utterance. In addition, the method ultimately performs channel normalization in a feature domain with applications to log-spectral parameters. The performance was evaluated by speaker-independent isolated-word recognition experiments under additive noise environments. The proposed method achieved outstanding improvement for speech recognition in environments with significant noise and was also effective in a range of feature representations.

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Development of the Linear Feeder for Uniform Transportation of Grains (균일한 곡물이송을 위한 색채 선별기용 리니어 피더의 개발)

  • Lee, Kyu-Ho;Kim, Sung-Hyun;Chung, Jin-Tai
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2006.11a
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    • pp.567-570
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    • 2006
  • The purpose of this study is to develope a linear feeder for uniform transportation of grains and to present its design guide line. so, It is measured the displacement of the front and rear aspect of the feeder in time domain. And the measured time signal is represented to the plane coordinate. From this process, it is presented the motion of the feeder in a harmonic excited condition. Also, It is determined whether translation motion or rotation motion. From these course, it is defined the optimized dynamic motion for uniform transportation of grains. It is included a ratio of the displacement and the angle which the dynamic motion between the front and rear aspect of the feeder.

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