• Title/Summary/Keyword: Semi-automatic

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3D INTERACTIVE SEGMENTATION OF BRAIN MRI

  • Levinski, Konstantin;Sourin, Alexei;Zagorodnov, Vitali
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.55-58
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    • 2009
  • Automatic segmentation of brain MRI data usually leaves some segmentation errors behind that are to be subsequently removed interactively, using computer graphics tools. This interactive removal is normally performed by operating on individual 2D slices. It is very tedious and still leaves some segmentation errors which are not visible on the slices. We have proposed to perform a novel 3D interactive correction of brain segmentation errors introduced by the fully automatic segmentation algorithms. We have developed the tool which is based on 3D semi-automatic propagation algorithm. The paper describes the implementation principles of the proposed tool and illustrates its application.

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Convenient Semi-Automatic Segmentation Tool

  • Kim, Dong-Sung
    • Journal of Biomedical Engineering Research
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    • v.26 no.6
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    • pp.407-412
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    • 2005
  • Convenience is one of the most important factors in medical image segmentation. Convenience is defined by compiling opinions from radiologists, and can be described as controllable maximum automation on the condition of producing only accurate results. The components of convenience are inclusive automation and inclusive modification. Inclusive modification consists of verify-and-confirm, undo-redo, exchange of segmentation methods, and intelligent modification tools. Inclusive automation is composed of automatic selection of a method, automatic selection of a confident segment, and automated chores. The convenient segmentation tool has been developed to segment X-ray images for orthopedic surgery, and has received an excellent evaluation from radiologists.

Development of an Optical Alignment Control Module with High Speed and Accuracy for Optics-Based Products (광학제품을 위한 고속.고정밀 광정렬 제어 모듈 개발)

  • Kim Seung-Chul;Kim Gyung-Bum
    • Journal of the Korean Society for Precision Engineering
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    • v.23 no.5 s.182
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    • pp.103-110
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    • 2006
  • Automatic optical alignment modules are a key technology in optical communication system. However, the optic component assembly depends highly on manual or semi-automated alignment process. In this paper, a novel alignment mechanism with minimum degree-of-freedom has been designed and theoretical models are derived from geometric optical characteristics on collimators, optical filters and optical ray alignment. The automatic alignment control algorithm has been newly developed based on the mechanism and models, and then we make fast, precise and reliable alignment through the algorithm. The reliability of developed modules has been verified with various simulations and performance evaluations.

Sturdy on the Optimal Search Algorithm for the Automatic Alignment of Fiber Optic Components (광부품 정렬 자동화를 위한 최적 탐색 알고리즘 연구)

  • 지상우;임경화;강희석;조영준
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.10a
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    • pp.451-454
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    • 2002
  • The fiber optic communication technology is considered as a key solution for the future communication. However the assembly of the fiber optic components highly depends on manual or semi-automated alignment process. And the light search algorithm is recognized an important factor to reduce the manufacturing process time. Therefore this paper investigates optimal search algorithm for the automatic alignment of fiber optic components. The experiments show the effectiveness of Hill Climbing Search, Adaptive Hill Climbing Search and Steepest Search algorithms, in a view of process time.

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The Adaptability Verification about the Waterproofing Sheet of the Automatic Equipment. (방수시트의 자동화장비에 대한 적용성 검증)

  • Kim, dae-kyu;Yun, jong-gu;Sin, hong-cheol;Oh, hong-Seok
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2018.11a
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    • pp.4-5
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    • 2018
  • The water proofing sheet of synthetic polymer applies to the purification plant, the wastewater treatment center, the low waterway, the dosing tanks, etc, and when we construct these, we apply the dual waterproof by means of hot air staking welder or extruder. However, the experts skilled in the hot air welding or extruder does not use them, it can be a quality problem. Therefore, in this study, it is the purpose to verify whether the semi-automatic hot air staking welder and automatic extruder that can construct the waterproof sheet is possible in field even if it is not a professional specialist.

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ATC: An Image-based Atmospheric Correction Software in MATLAB and SML

  • Choi, Jae-Won;Won, Joong-Sun;Lee, Sa-Ro
    • Korean Journal of Remote Sensing
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    • v.24 no.5
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    • pp.417-425
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    • 2008
  • An image-based atmospheric correction software ATC is implemented using MATLAB and SML (Spatial Modeler Language in ERDAS IMAGINE), and it was tested using Landsat TM/ETM+ data. This ATC has two main functional modules, which are composed of a semiautomatic type and an automatic type. The semi-automatic functional module includes the Julian day (JD), Earth-Sun distance (ESD), solar zenith angle (SZA) and path radiance (PR), which are programmed as individual small functions. For the automatic functional module, these parameters are computed by using the header file of Landsat TM/ETM+. Three atmospheric correction algorithms are included: The apparent reflectance model (AR), one-percent dark object subtraction technique (DOS), and cosine approximation model (COST). The ACT is efficient as well as easy to use in a system with MATLAB and SML.

Development of an Automatic Cap Opening And Closing Device for Unmanned Chemical Manufacturing Processes (화학제조공정의 무인화를 위한 자동 캡 개폐장치 개발)

  • Jun-Sik Lee;Oh-Seong Kwon;Jun-Ho Lee
    • Journal of the Korean Society of Industry Convergence
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    • v.27 no.1
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    • pp.71-76
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    • 2024
  • Automatic production systems are constantly advancing technologies to improve productivity and safety. Specifically, liquid filling machines are primarily utilized to package products into drums after manufacturing process in the hazardous chemical industry. Most existing filling machines allow the operator to open the drum cap and inject the product directly or semi-automation. In this study, we have developed a cap opening and closing mechanism onto the existing drum filling machine, enabling automatic and safe cap manipulation while filling the product in the IBC tank. By applying the appropriate torque value through numerical analysis, we confirmed that the system worked without any problems during the process of opening and closing the cap. Therefore, it is expected that the developed machine will give more production and reduce human efforts without risk in the chemical packaging industry.

Development of Semi-automatic Construction Tool for Named Entity Dictionary based on Active Learning (능동 학습 기법을 활용한 개체명 사전 반자동 구축 도구 개발)

  • Yun, Bo-Hyun;Oh, Hyo-Jung
    • The Journal of Korean Association of Computer Education
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    • v.18 no.6
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    • pp.81-88
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    • 2015
  • Along with advent of Web 3.0 era and advanced technologies of IoT(Internet of Things), massive amounts of information are generated. Reflecting this trend, this paper developed a semi-automatic construction tool for named entity dictionary based on active learning. Our proposed method chose error candidates to verify among the preliminary results using initial trained model and re-trained the model for correctly labeled data by user. We adopt active learning approach for minimizing human effort utilized metadata features of Wikipedia. Based on experimental results using our tool, we show that 68.6% errors were automatically corrected.

Semi­automatic Composition of CPXe Web Services using BPEL4WS Language (BPEL4WS를 이용한 CPXe 웹 서비스 반자동 구성)

  • Lee, Jong-Hyun;Lim, Hye-Young;Jeong, Jin-Seok;Hwang, Jun;Kim, Young-Chan
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10c
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    • pp.187-189
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    • 2003
  • CPXe(The Common Picture eXchange environment) 서비스는 13A(International Imaging Industry Association)에서 제정한 디지털 이미지 교환 환경에 대한 표준으로써, 디지털 이미징 서비스를 이용하는 사용자들이 이미지 데이터를 보다 쉽고 편리하게 다양한 디지털 이미지 관련 웹 서비스(Web Services)를 이용할 수 있도록 지원하고 있다. 현재 CPXe 서비스는 CPXe UDDI 디렉토리 서비스의 정보를 사용자의 요구에 맞도록 필터링하여 HTML 정보로 변환한 후, 사용자가 인식하기 쉬운 방법으로 제공하는 Locator 서비스, 이미지 인화에 관한 Fulfillment 서비스, 웹 서비스와 사용자간 보다 편리한 인터페이스를 제공하는 WBIS(Web Browser Interaction Service) 등에 대한 API 스펙을 제공하고 있다. 본 논문에서는 사용자가 BPEL4WS(Business Process Execution Language for Web Services) 언어 를 사용하여, CPXe 표준을 따르는 온톨로지(Ontology)간 다양한 웹 서비스를 컴포넌트 형태로 구성(Composition)하고 궁극적으로 자신이 원하는 하나의 독특한 서비스를 구현할 수 있는 웹 서비스간 반자동(Semi­automatic) 구성 서비스 원형 (Prototype) 모델을 소개 할 것이다.

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A Semantic Video Object Tracking Algorithm Using Contour Refinement (윤곽선 재조정을 통한 의미 있는 객체 추적 알고리즘)

  • Lim, Jung-Eun;Yi, Jae-Youn;Ra, Jong-Beom
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.37 no.6
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    • pp.1-8
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    • 2000
  • This paper describes an algorithm for semantic video object tracking using semi automatic method. In the semi automatic method, a user specifies an object of interest at the first frame and then the specified object is to be tracked in the remaining frames. The proposed algorithm consists of three steps: object boundary projection, uncertain area extraction, and boundary refinement. The object boundary is projected from the previous frame to the current frame using the motion estimation. And uncertain areas are extracted via two modules: Me error-test and color similarity test. Then, from extracted uncertain areas, the exact object boundary is obtained by boundary refinement. The simulation results show that the proposed video object extraction method provides efficient tracking results for various video sequences compared to the previous methods.

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