• Title/Summary/Keyword: Automatic Registration

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Automatic Registration of Quickbird Image and Digital Map (수치지도와 Quickbird 영상의 자동 기하보정)

  • Han, Dong-Yeob;Kim, Hye-Jin;Kim, Yong-Il
    • Proceedings of the KSRS Conference
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    • 2007.03a
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    • pp.109-112
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    • 2007
  • 본 논문에서는 대축척 수치지도와 Quickbird 위성영상의 자동 보정을 영상공간에서 수행한다. 알고리즘은 보정변환식의 초기 계수값 결정과 정확한 변환계수 결정과정으로 나뉜다. 초기 계수값 결정은 보정변환식의 상수항을 결정하는 것으로 수치지형도의 지면개체와 영상에서 추출된 에지의 논리곱 연산을 적용하여 최적값을 추정하는 방식을 용한다. 보정 다항식의 정확한 변환계수를 결정하기 위하여 수치지형도의 지면 선형개체 점데이터와 영상의 에지개체 점데이터간 ICP 조정을 수행하였다. 제안된 방법의 정확도를 평가한 결과, 영상공간에서 1.72화소의 RMSE를 나타내었다.

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Efficient Anonymous Fingerprinting with Improved Automatic Identification of Redistributors (재분배자의 자동 식별기능을 갖는 효율적인 익명성을 제공하는 핑거프린팅)

  • 정찬주;오수현;양형규;원동호
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.10 no.4
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    • pp.47-57
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    • 2000
  • This paper proposes efficient anonymous fingerprinting with improved automatic identification of redistributors in electronic commerce of digital contents. The proposed scheme by Domingos in Eletronic Letters is inefficient in electronic commerce, because of pass numbers in registration protocol and exponential computations in identification protocol. Our scheme is reduced 2-pass in registraton protocol and is required only 1 time exponential computation than his in identification protocol. According to electronic commerce of digital contents used in ordinary life, our schemes values are increased.

Development of the 3D Imaging System and Automatic Registration Algorithm for the Intelligent Excavation System (IES) (지능형 굴삭 시스템을 위한 모바일 3D 이미징 시스템 및 자동 정합 알고리즘의 개발)

  • Chae, Myung-Jin;Lee, Gyu-Won;Kim, Jung-Ryul;Park, Jae-Woo;Yoo, Hyun-Seok;Cho, Moon-Young
    • Korean Journal of Construction Engineering and Management
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    • v.10 no.1
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    • pp.136-145
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    • 2009
  • The objective of the Intelligent Excavation System (IES) is to recognize the work environment and produce work plan and automatically control the excavator through integrating sensor and robot technologies. This paper discusses one of the core technologies of IES development project, development of 3D work environment modeling. 3D laser scanner is used for 3-dimensional mathematical model that can be visualized in virtual space in 3D. This paper describes (1) how the most appropriate 3D imaging system has been chosen; (2) the development of user interface and customization of the s/w to control the scanner for IES project; (3) the development of the mobile station for the scanner; (4) and the algorithm for the automatic registration of laser scan segments for IES project. The development system has been tested on the construction field and lessons learned and future development requirements are suggested.

Automatic Image-to-Image Registration of Middle- and Low-resolution Satellite Images Using Scale-Invariant Feature Transform Technique (SIFT 기법을 이용한 중.저해상도 위성영상간의 자동 기하보정)

  • Han, Dong-Yeob;Kim, Dae-Sung;Lee, Jae-Bin;Oh, Jae-Hong;Kim, Yong-Il
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.24 no.5
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    • pp.409-416
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    • 2006
  • To use image data obtained from different sensors and different techniques, the preprocessing step that registers them in a common coordinate system is needed. For this purpose, we developed the methodology to register middle- and low-resolution satellite images automatically. Firstly, candidate matching points were extracted using the Harris and Harris-affine algorithm. Secondly, we used the correlation coefficient, normalized correlation coefficient and SIFT algorithm to detect conjugate matching points from candidates. Then, to test the feasibility of approaches, we applied the developed methodology to various kinds of satellite images and compared results. The results clearly demonstrate that the methology using the SIFT is appropriate to register these multi-resolution satellite images automatically, compared with the classical cross-correlation.

A Study on Semi-Automatic Registration for Synthesizing Natural Video and Virtual Objects (합성 컨텐츠 저작을 위한 반자동 정합 기술에 관한 연구)

  • Jeong, Se-Yoon;Kim, Kyu-Heon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.661-664
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    • 2002
  • 실사 영상에 가상 객체를 합성하기 위해서는 실사 영상 촬영 당시의 카메라 정보가 필요하다. 본 논문에서는 이러한 카메라 정보를 구하기 위하여 가상현실 분야에서 사용하고 있는 캘리브레이션 프리 정합 (Calibration-Free Registration) 기술을 기반으로 한 반자동 정합 기술을 제안하였다. 가상 현실은 실시간 응용인데 반하여 본 논문에서 제안하는 반자동 정합 기술은 합성 컨텐츠 저작을 위한 오프라인 응용에 적합한 방법으로 캘리브레이션 프리 정합기술의 합성 결과는 사용자의 입력정보와 밀접한 관계가 있다. 캘리브레이션 프리 정합기술은 두가지 사용자 입력을 필요로 한다. 첫번째 입력은 어파인공간 (Affine space)의 기저 (Basis vector)를 위한 특징점 정보이고, 두번째 입력 정보는 가상객체의 영상 투영점 입력이다. 본 논문에서는 이 두가지 사용자 입력중 기저를 위한 특징점 정보입력을 사용자가 쉽게, 정확한 정보를 입력할 수 있게하기 위하여, 사용자가 특징점을 개략적으로 입력하게 하고, 주변 영역에서 코너점 검출을 수행하여 사용자 입력을 수정하여 받아들리는 방법을 제안하였다. 실험결과 제안한 방법을 사용하여 구한 카메라 정보로 만족할 만한 합성 영상을 얻을 수 있었다.

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Development of a 3D Whole Body Scanner for Reconstructing Human Body based on Contour Triangulation Technique (인체 모델 생성을 위한 등고선 삼각분할 기반의 3차원 전신 스캐너 개발)

  • 최영규;구본기;최병태
    • Journal of KIISE:Computer Systems and Theory
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    • v.30 no.7_8
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    • pp.397-407
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    • 2003
  • In the past decade, significant effort has been made toward increasing the accuracy and robustness in the three-dimensional scanning methods. In this paper, we introduce a novel laser-stripe, 3D scanning system which was developed to digitize a whole human body. We also suggest a new semi-automatic contour registration method to generate robust contours from the 3D data points acquired by our scanning system. A contour triangulation based surface modoling method was also introduced. Experimental result shows that our system is very robust and efficient for reconstructing overall 3D surface model of a human body.

Multiple Ship Object Detection Based on Background Registration Technique and Morphology Operation (배경 구축 기법과 형태학적 연산 기반의 다중 선박 객체 검출)

  • Kim, Won-Hee;Arshad, Nasim;Kim, Jong-Nam;Moon, Kwang-Seok
    • Journal of Korea Multimedia Society
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    • v.15 no.11
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    • pp.1284-1291
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    • 2012
  • Ship object detection is a technique to detect the existence and the location of ship when ship objects are shown on input image sequence, and there are wide variations in accuracy due to environmental changes and noise of input image. In order to solve this problem, in this paper, we propose multiple ship object detection based on background registration technique and morphology operation. The proposed method consists of the following five steps: background elimination step, noise elimination step, object standard position setting step, object restructure step, and multiple object detection steps. The experimental results show accurate and real-time ship detection for 15 different test sequences with a detection rate of 98.7%, and robustness against variable environment. The proposed method may be helpful as the base technique of sea surface monitoring or automatic ship sailing.

Evaluation of mechanical and projective standardization in digital subtraction radiography (디지털 공제 방사선 촬영술에 있어서 기계적 및 투사적 규격화의 평가)

  • Choi Bong-In;Cho Bong-Hae;Nah Kyung-Soo
    • Journal of Korean Academy of Oral and Maxillofacial Radiology
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    • v.28 no.1
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    • pp.215-224
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    • 1998
  • The following conclusions were obtained from the non-reconstructed and reconstructed subtraction images of the standard intraoral radiographs which were taken with paralleling technique with Rinn XCP only and with occlusal bite registration for geometric standardization using bilateral mandibular premolar and molar regions of two dry human skulls. 1. The SD of the overall subtraction images of the premolars and molars of the non-reconstructed, that is, the manual superimposition showed statistically significant difference between the non-registered and registered groups. 2. In non-reconstructed and non-registered cases, the quality of the subtraction images were improved when superimposition was focally done and this was more evident in areas where the radiographic images tend to be distorted due to anatomic reasons. 3. In non-reconstructed and registered cases, the subtraction images were consistent regardless of the anatomic site or the focus of superimposition. This means that the geometric standardization with only occlusal bite registration could produce serial radiographs which is suitable for subtraction. 4. The SD of the overall subtraction images of the premolars and molars of the reconstructed, that is, the automatic superimposition showed statistically insignificant difference between the non-registered and registered groups. This means that using reconstruction, subtraction radiography is possible without occlusal bite registration. 5. In reconstructed and non-registered cases, compatible quality of the subtraction images were obtained regardless of the anatomic site or area of the corresponding points. 6. In reconstructed and registered cases, best subtraction images whose quality showed sensitivity to the areas of corresponding points were obtained.

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Lost and Found Registration and Inquiry Management System for User-dependent Interface using Automatic Image Classification and Ranking System based on Deep Learning (딥 러닝 기반 이미지 자동 분류 및 랭킹 시스템을 이용한 사용자 편의 중심의 유실물 등록 및 조회 관리 시스템)

  • Jeong, Hamin;Yoo, Hyunsoo;You, Taewoo;Kim, Yunuk;Ahn, Yonghak
    • Convergence Security Journal
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    • v.18 no.4
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    • pp.19-25
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    • 2018
  • In this paper, we propose an user-centered integrated lost-goods management system through a ranking system based on weight and a hierarchical image classification system based on Deep Learning. The proposed system consists of a hierarchical image classification system that automatically classifies images through deep learning, and a ranking system modules that listing the registered lost property information on the system in order of weight for the convenience of the query process.In the process of registration, various information such as category classification, brand, and related tags are automatically recognized by only one photograph, thereby minimizing the hassle of users in the registration process. And through the ranking systems, it has increased the efficiency of searching for lost items by exposing users frequently visited lost items on top. As a result of the experiment, the proposed system allows users to use the system easily and conveniently.

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