• 대한전기학회:학술대회논문집
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• 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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• pp.22-24
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• 2004

This paper proposes a printing quality inspection system of film-type envelopment. Since the printing system is running at very high-speed (140m/min.) and the line error has very narrow width, we have to choose one-dimensional high-speed and high-resolution line scan camera. The vibration of the printing machine and the illumination environment make the inspection problem more harder. To obtain reliable inspection results, many software image processing techniques are applied and many parameters are tuned. The performance of the proposed system is proved by many simulations and long time real-plant experiments.

• 디지털산업정보학회논문지
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• 제8권4호
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• pp.159-165
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• 2012

The accurate focusing position should be determined for accurate measurements In VMS. Camera lens focusing is an important problem in computer vision and video measuring systems (VMS) that use CCD cameras and high precision XYZ stages. Camera focusing is a very important step in high precision measurement systems that use computer vision technique. The auto focusing process consists of two steps, the focus value measurement step and the exact focusing position determination step. It is suitable for eliminating high frequency noises with lower processing time and without blurring. An automatic focusing technique is applied to measure a crater with a one-dimensional search algorithm for finding the best focus. Throughout this paper, the suggested algorithm for the Auto focusing was combined with the learning. As a result, it is expected that such a combination would be expanded into the system of recognizing voices in a noisy environment.

• 한국산업융합학회 논문집
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• 제26권2_2호
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• pp.265-272
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• 2023

In this paper, we directly implemented the Line Tracer ROS package that can detect and follow lines drawn on the map on Gazebo, an open-source that is widely used in autonomous driving research. For line detection, the cv_bridge package was used to enable OpenCV's image processing tools, and parameters such as robot speed, line color and ground material could be changed. In addition, proportional (P) and PID controls could be implemented using the color centroid obtained through image processing. Through this approach, the effect of proportional and differential coefficients on the robot's line tracer motion could be analyzed effectively. In addition, by displaying robot simulation results using various tools of ROS, an efficient development for control nodes could be established in ROS.

• 제어로봇시스템학회논문지
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• 제9권8호
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• pp.640-646
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• 2003

We presents an edge-based point correlation algorithm for fast and stable visual inspection system. Conventional algorithms based on NGC(normalized gray-level correlation) have to overcome some difficulties in applying automated inspection systems to real factory environment. First of all, NGC algorithms involve highly complex computation and thus require high performance hardware for realtime process. In addition, lighting condition in realistic factory environments is not stable and therefore intensity variation from uncontrolled lights gives many troubles for applying NGC directly as pattern matching algorithm. We propose an algorithm to solve these problems, using thinned and binarized edge data, which are obtained from the original image. A point correlation algorithm with the thinned edges is introduced with image pyramid technique to reduce the computational complexity. Matching edges instead of using original gray-level image pixels overcomes problems in NGC method and pyramid of edges also provides fast and stable processing. All proposed methods are proved by the experiments using real images.

• 대한원격탐사학회지
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• 제22권5호
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• pp.351-356
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• 2006

Based on current practical needs for geo-spatial information on mobile platform, the main theme of this study is a design and implementation of dynamic 3D terrain rendering system using spaceborne imagery, as a kind of texture image for photo-realistic 3D scene generation on mobile environment. Image processing and 3D graphic techniques and algorithms, such as TIN-based vertex generation with regular spacing elevation data for generating 3D terrain surface, image tiling and image-vertex texturing in order to resolve limited resource of mobile devices, were applied and implemented by using graphic pipeline of OpenGL|ES (Embedded System) API. Through this implementation and its tested results with actual data sets of DEM and satellite imagery, we demonstrated the realizable possibility and adaptation of complex typed and large sized 3D geo-spatial information in mobile devices. This prototype system can be used to mobile 3D applications with DEM and satellite imagery in near future.

• 제어로봇시스템학회논문지
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• 제17권2호
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• pp.157-163
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• 2011

This paper proposes a hybrid image stabilizing system which uses both optical image stabilizing system based on EKF (Extended Kalman Filter) and digital image stabilization based on SURF (Speeded Up Robust Feature). Though image information is one of the most efficient data for object recognition, it is susceptible to noise which results from internal vibration as well as external factors. The blurred image obtained by the camera mounted on a robot makes it difficult for the robot to recognize its environment. The proposed system estimates shaking angle through EKF based on the information from inclinometer and gyro sensor to stabilize the image. In addition, extracting the feature points around rotation axis using SURF which is robust to change in scale or rotation enhances processing speed by removing unnecessary operations using Hessian matrix. The experimental results using the proposed hybrid system shows its effectiveness in extended frequency range.

• 한국전자파학회논문지
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• 제22권11호
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• pp.1054-1062
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• 2011

무인 차량의 야지 자율 주행을 위한 근거리 초광대역 bistatic 레이다에 적합한 시간 영역 영상화 기법의 구현에 대해 기술한다. 기존의 SAR(Synthetic Aperture Radar) 영상화 기법에서 주파수 영역에 기반을 둔 방법은 원전계 조건을 만족하는 응용 분야에는 잘 적용되지만, 근거리에 적용할 경우 근사화에 따른 위상 오차가 크게 되어 영상의 품질을 떨어뜨린다. 따라서 근거리 영상 레이다에서는 시간 영역에 기반을 둔 back-projection 방법이 적합하다. 그러나 back-projection의 경우 수행 시간이 매우 긴 단점이 있다. 따라서 시간 영역에 기반을 두고 영상의 품질은 back-projection과 유사하며, 수행 시간을 줄일 수 있는 방법으로 개발된 것이 FFBP(Fast Factorized Back-Projection) 방법이다. 야지에서 획득한 레이다 원시데이터를 사용하여 back-projection 방법과 FFBP 방법을 구현하고 영상의 품질 및 수행 시간을 비교하여 bistatic 전방 관측 레이다의 시간 영역 영상화 기법의 적용 가능성을 입증한다.

• Journal of Information Processing Systems
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• 제2권2호
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• pp.82-87
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• 2006

In spite of the rapid development of the public network, the variety of network-based developments currently raises numerous risks factors regarding copyright violation, the prohibition and distribution of digital media utilization, safe communication, and network security. Among these problems, multimedia data tend to increase in the distributed network environment. Hence, most image information has been transmitted in the form of digitalization. Therefore, the need for multimedia contents protection must be addressed. This paper is focused on possible solutions for multimedia contents security in the public network in order to prevent data modification by non-owners and to ensure safe communication in the distributed network environment. Accordingly, the Orthogonal Forward Wavelet Transform-based Scalable Digital Watermarking technique is proposed in this paper.

• International Journal of Aeronautical and Space Sciences
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• 제9권1호
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• pp.42-47
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• 2008

One of the main cases of the desertification impact is the negative contribution of human activities that worsen environment. There are historical facts of inability and excessive activities which destroyed the civilizations. The basic difference is only in the tempo and scales of civilization collapse. Human pressure was accumulated within the centuries and millennia due to the extremely active economic activities. But today it covers only the decades. Presently the process of desertification has a global scale. There are huge factors of Earth aridization as an increase of the quantity of C02 and atmospheric dust and bloom. This process related not only to the arid areas. Obviously a comprehensive approach of development of territories, particularly arid areas is very important. The use of the satellite information and technologies of remote sensing data processing can take a significant place for decision-makers for calculation and estimation of the environment impacts.

• 생물환경조절학회지
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• 제12권2호
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• pp.57-62
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• 2003

본 연구는 오이 수확기 개발을 위해 매니퓰레이터를 설계 제작하였다. 실험에 사용한 3축 매니퓰레이터는 견고성, 내구성, 모멘트를 줄이기 위해 모터 및 감속기의 하중이 실리지 않는 곳에 장착하였다. 주요 연구 결과를 요약하면 다음과 같다. 3차원 공간상의 좌표에 대하여 매니퓰레이터의 10회 반복 측정한 오차의 평균은 Z축에 관계없이 0.1 mm내외로 정확하게 작동하는 것으로 나타났다. 실내 실험에서 25개의 오이에 대한 실험 결과 22개의 절단하여 92%의 성공률을 보였으나, 원인은 오이가 기형과이며, 수확한 후 시간이 경과하여 오이 과병의 물성이 변한 것으로 판단된다. 실내 실험에서 오이 과병을 절단하지 못한 경우에도 매니퓰레이터는 오이 과병에 0.1 mm 내외로 엔드이펙터을 접근시켰다. 50개의 오이에 대하여 현장 실험을 한 결과 42개, 84%의 절단율을 보였다. 16%의 오차가 발생한 것은 수확적기가 지나서 오이의 과병이 짧고 뭉툭해서 나타난 것으로 판단된다.