• 제목/요약/키워드: augmentation

검색결과 1,885건 처리시간 0.025초

신경망 모델의 편향성을 줄이기 위한 데이터 증강 연구 (A Study of Mixed Augmentation for Reducing Model Bias)

  • 손재범
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2020년도 춘계학술발표대회
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    • pp.455-457
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    • 2020
  • Recent studies demonstrate that deep learning model is easily biased by trained with unbalanced datasets. For example, the deep network can be trained to make a prediction by background feature instead the real target's feature. For those problem, a measurement called leakage was introduced to digitize this tendency. In this paper, we propose augmentation strategy which are used generally in computer vision problem to remedy this bias problem and we showed a simple augmentation methods have a effect to this task with experiments.

골 및 연골 이식을 이용한 이차적융비술의 증례보고 (NASAL AUGMENTATION WITH BONE AND CARTILAGE GRAFT;CASE REPORTS)

  • 김영균;여환호;양인석
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제16권1호
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    • pp.21-27
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    • 1994
  • There are many residual nasal deformities following midface injury. The treatment of primary nasal deformities is delayed frequently due to several factors. And then, we usually perform the secondary nasal reconstruction. Autogenous bone is the material of choice for major nasal augmentation. It can be contoured appropriately and securely immobilized. It is rapidly incorporated as living tissue by the recipient bed. We used with iliac bone, contochondral graft and ear cartilage for secondary nasal augmentation and obtained the relatively fair results.

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위성항법 보강시스템 및 기술동향 (Trends of GNSS Augmentation System and Its Technologies)

  • 이상욱;형창희;유문희;신천식;안재영
    • 전자통신동향분석
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    • 제31권3호
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    • pp.20-31
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    • 2016
  • 위성항법 보강시스템은 항법위성인 GPS 제공 항법신호를 수신 처리하여 각종 오차 성분을 제거시킴으로써 산출된 위치정확도, 시스템 가용도 및 제공신호에 대한 무결성 등이 향상됨에 따라 항공분야, 해양분야 및 차량내비 등 육상분야에서 요구하는 위치정확도뿐만 아니라 보강 및 무결정정보 등을 특정 성능 요구를 만족시킬 수 있도록 제공하는 시스템이다. GPS 신호에 대한 오차를 보강한 메시지를 활용하는 매체를 무엇을 활용하는지에 따라 구분할 수 있는데 위성을 이용하면 위성기반 보강시스템(Satellite Based Augmentation System: SBAS), 지상망을 이용하면 지상기반 보강시스템(Ground Based Augmentation System: GBAS), 비행기를 이용하면 항공기반보강시스템(Aircraft-Based Augmentation System: ABAS)으로 일컫는다. 본고에서는 위성항법 보강시스템의 현황과 그 관련 기술에 대하여 기술하고 한다.

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위성기반 포지셔닝 보정시스템(SBAS) 기술개발 동향 (Technical Development Trends of Satellite Based Augmentation System)

  • 신천식;김재훈;안재영
    • 전자통신동향분석
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    • 제29권3호
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    • pp.74-85
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    • 2014
  • 위성기반보정시스템(SBAS: Satellite Based Augmentation System)은 GPS(Global Positioning System) 항법위성 제공 신호에 각종 요인으로 인한 오차 등의 발생이 수반되므로 GPS 신호감시 및 제공 메시지 사용여부 등을 위한 무결성기능, 각종 오차 등을 차등적 보정에 의한 정확도 향상 기능, 항법신호 가용성 및 연속성을 위한 레인징 신호제공 기능 등을 통해 항공기 안전운항에 사용될 수 있도록 한 시스템이다. 본 시스템은 국제민간항공기구(ICAO: International Civilian Aviation Organization)가 국제표준으로 정해진 상태로 단계별로 정밀한 항법서비스를 제공한다. 현재 미국 WAAS(Wide Area Augmentation System), 유럽 EGNOS(European Geostationary Navigation Overlay System), 일본 MSAS (MTSAT Satellite Based Augmentation System)는 운용 중이고 우리나라도 한국형 SBAS 시스템을 개발키로 한 바, 본고에서 국내외 SBAS 시스템에 대해 개발동향을 살펴보고자 한다.

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30~40대 기혼여성을 대상으로 한 자흉침의 유방확대효과에 대한 임상연구 (A Clinical Study of Breast Augmentation Effect of Jahyungchim to 30~40's Married Female Patients)

  • 김용걸;한주원;박태용;오민석
    • Journal of Acupuncture Research
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    • 제27권3호
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    • pp.75-82
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    • 2010
  • Objectives : This study was performed to investigate the effect of Jahyungchim(based on Needle-embedding therapy) for breast augmentation to 30~40's married female patients. Methods : Data were obtained from 40 female patients belonged to 75B or less size who had been treated Jahyungchim. We measured bust circumference(BC) and underbuys circumference(UC) and analyzed the statistical significance between BC and UC by repeated measures ANOVA. Results : BC and the difference between BC and UC were significantly increased and UC was significantly decreased by Jahyungchim. Conclusions : In this study, we can conclude that Jahyungchim has an effect on breast augmentation to 30~40's married female patients.

표면 결함 검출을 위한 데이터 확장 및 성능분석 (Performance Analysis of Data Augmentation for Surface Defects Detection)

  • 김준봉;서기성
    • 전기학회논문지
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    • 제67권5호
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    • pp.669-674
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    • 2018
  • Data augmentation is an efficient way to reduce overfitting on models and to improve a performance supplementing extra data for training. It is more important in deep learning based industrial machine vision. Because deep learning requires huge scale of learning data to learn a model, but acquisition of data can be limited in most of industrial applications. A very generic method for augmenting image data is to perform geometric transformations, such as cropping, rotating, translating and adjusting brightness of the image. The effectiveness of data augmentation in image classification has been reported, but it is rare in defect inspections. We explore and compare various basic augmenting operations for the metal surface defects. The experiments were executed for various types of defects and different CNN networks and analysed for performance improvements by the data augmentations.

진행성 반안면위축환자의 치험례 (A Case Report of Progressive Hemifacial Atrophy)

  • 최문기
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제32권4호
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    • pp.344-350
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    • 2010
  • A progressive hemifacial atrophy is characterized by progressive atrophy of subcutaneous fat and rarely muscle and bone. Its contour follows the underlying muscle. Unilateral involvement is common. The treatment goal has been focused on the augmentation of the soft tissue. Many materials such as implants, collagen, fat graft, fat injection, dermal fat graft, filler and vascualized autogenous graft have been used. Although these materials have been used, the best treatment hasn't been achived. In severe cases underlying soft tissue, muscle and bone may be atrophied and massive soft tissue graft, implant and orthognathic surgery must be used. The author used the dermal-fat tissue for the pupose of soft tissue augmentation. We can get the massive soft tissue by the dermolipectomy procedure through the mini-abdominoplsty. The facial augmentation was done by augmentation of the dermal-fat tissue. The progressive hemifacial atrophy is hard to treat by only one procedure and many modalites must be considered.

Thrust augmentation through after-burning in scramjet nozzles

  • Candon, Michael J.;Ogawa, Hideaki;Dorrington, Graham E.
    • Advances in aircraft and spacecraft science
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    • 제2권2호
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    • pp.183-198
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    • 2015
  • Scramjets are a class of hypersonic airbreathing engine that are associated with realizing the technology required for economical, reliable access-to-space and high-speed atmospheric transport. After-burning augments the thrust produced by the scramjet nozzle and creates a more robust nozzle design. This paper presents a numerical study of three parameters and the effect that they have on thrust augmentation. These parameters include the injection pressure, injection angle and streamwise injection position. It is shown that significant levels of thrust augmentation are produced based upon contributions from increased pressure, mass flow and energy in the nozzle. Further understanding of the phenomenon by which thrust augmentation is being produced is provided in the form of a force contribution breakdown, analysis of the nozzle flowfields and finally the analysis of the surface pressure and shear stress distributions acting upon the nozzle wall.

Patch Augmentation for Massive Rotator Cuff Tears

  • Yoon, Jong Pil
    • Clinics in Shoulder and Elbow
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    • 제20권2호
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    • pp.105-112
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    • 2017
  • Rotator cuff tears commonly affect the shoulder joints. Despite developments in surgical techniques and instrumentation, the treatment of massive rotator cuff tears remains challenging. The problems associated with rotator cuff repairs, such as inferior mechanical properties and high retear rates are yet to be solved. Recently, patch augmentation has been suggested as an alternative treatment because it can reinforce mechanical properties at the initial stage of healing and reduce gap formation. The purpose of this article was to comprehensively summarize the concepts and the consensus surrounding patch augmentation and evaluate the clinical and anatomical outcomes after patch augmentation for massive rotator cuff tears.

20대 여성을 대상으로 한 자흉침의 유방확대효과에 대한 임상연구 (A Clinical Study of Breast Augmentation Effect of Jahyungchim to 20's Female Patients)

  • 한주원;김세종;오민석
    • Journal of Acupuncture Research
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    • 제25권6호
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    • pp.117-123
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    • 2008
  • Objectives : This study was performed to investigate the effect of Jahyungchim(based on Needle-embedding therapy) for breast augmentation to 20's female patients. Methods : Data were obtained from 20 female patients belonged to 70A or less size who had been treated Jahyungchim. We measured bust circumference(BC) and underbust circumference(UC) and analyzed the correlation between BC and UC by repeated measures ANOVA. Results : BC and the difference between BC and UC were significantly increased and UC was significantly decreased by Jahyungchim. Conclusions : In this study, we can conclude that Jahyungchim has an effect on breast augmentation to 20's Female Patients.

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