• 제목/요약/키워드: augmentation

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데이터 증강기법을 이용한 음성 위조 공격 탐지모형의 성능 향상에 대한 연구 (Data augmentation in voice spoofing problem)

  • 최효정;곽일엽
    • 응용통계연구
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    • 제34권3호
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    • pp.449-460
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    • 2021
  • 본 논문에서는 음성위조공격탐지(Voice spoofing detection) 문제에 데이터 증강을 적용한다. ASVspoof 2017은 리플레이 공격 탐지에 대해 다루며 진짜 사람의 음성과 환경이나 녹음·재생 장치의 조건들을 다르게 하여 위조한 가짜 음성을 분류하는 것을 목적으로 한다. 지금까지 이미지 데이터에 대한 데이터 증강 연구가 활발히 이루어졌으며 음성에도 데이터 증강을 시도하는 여러 연구가 진행되어왔다. 하지만 음성 리플레이 공격에 대한 데이터 증강시도는 이루어지지 않아 본 논문에서는 데이터 증강기법을 통한 오디오 변형이 리플레이 공격 탐지에 어떠한 영향을 미치는지에 대해 탐구해본다. 총 7가지의 데이터 증강기법을 적용해보았으며 그 중 DVC, Pitch 음성 증강기법이 성능향상에 도움되었다. DVC와 Pitch는 기본 모델 EER의 약 8% 개선을 보여주었으며, 특히 DVC는 57개의 환경변수 중 일부 환경에서 눈에 띄는 정확도 향상이 있었다. 가장 큰 폭으로 증가한 RC53의 경우 DVC가 기본 모델 정확도의 약 45% 향상을 이끌어내며 기존에 탐지하기 어려웠던 고사양의 녹음·재생 장치를 잘 구분해냈다. 본 연구를 토대로 기존에 증강기법의 효과에 대한 연구가 이루어지지 않았던 음성 위조 탐지 문제에서 DVC, Pitch 데이터 증강기법이 성능 향상에 도움이 된다는 것을 알아내었다.

Vertical Augmentation of Maxillary Posterior Alveolar Ridge Using Allogenic Block Bone Graft and Simultaneous Maxillary Sinus Graft

  • Lee, Eun-Young;Kim, Eun-Suk;Kim, Kyoung-Won
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제36권5호
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    • pp.224-229
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    • 2014
  • The maxillary posterior area is the most challenging site for the dental implant. Although the sinus graft is a predictable and successful technique for rehabilitation of atrophic and pneumatized posterior maxilla, when there is severe destruction of alveolar bone, a very long crown length remains challenging after successful dental implants installation with sinus graft. We performed vertical augmentation of the maxillary posterior alveolar ridge using the allogenic block bone graft with a simultaneous sinus graft using allogenic and heterogenic bone chips. After about six months, we installed the dental implant. After this procedure, we achieved a more favorable crown-implant fixture ratio and better results clinically and biomechanically. This is a preliminary report of vertical augmentation of maxillary posterior alveolar ridge using allogenic block bone graft and simultaneous maxillary sinus graft. Further research requires longer observation and more patients.

시판 유방 확대 수술 환자용 브래지어의 착의 평가 (A Study on the Brassiere Wearing Evaluation for Augmentation of Mammaplasty Patients)

  • 이경화;남영란
    • 한국의류학회지
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    • 제42권5호
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    • pp.737-752
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    • 2018
  • The frequency of breast augmentation surgery continues to increase annually; however, the method of follow-up care varies from hospital to hospital. In particular, many different types of post-operative bras are available in the market. This study evaluated the wearing comfort of various commercial bras that were worn immediately after breast enlargement surgery prior to the manufacture of the bra. According to interviews of medical professionals and market research, five types of brassiere were selected and evaluated by wearing satisfaction, functional performance, and an external appearance test for 6 subjects with breast augmentation surgery. The evaluation questionnaires were based on a 5 point Likert scale with data analyzed using SPSS 20.0. The study results revealed that the bra with the highest degree of satisfaction was CNB (without bra cup) type. However, the use of CNB type showed dissatisfaction in functional evaluation questions regarding breast shaking and material & tactile sensation. In the future, it is necessary to develop a new post-operative brassiere based on a CNB type bra that showed the best evaluation. However, it is also necessary to identify the merits of the other four experimental bras and reflect these advantages.

탈단백 우골을 이용한 상악동 거상술 후 즉시 임플란트 식립에 대한 임상적 평가 (Clinical Evaluation of Simultaneous Implants Placement Following Augmentation of the Maxillary Sinus with Deproteinized Bovine Bone)

  • 김현국;김진욱;김진수
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제33권3호
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    • pp.249-255
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    • 2011
  • Purpose: Placement of endosseous implants in the atrophic maxilla is often restricted because of the lack of supporting bone. In this article, augmentation of the maxillary sinus floor with deproteinized bovine bone to enable insertion of endosseous implants is described. The technique is aimed at providing a cortical layer on top of the graft to ensure a reliable seal of the maxillary sinus and to achieve optimal stability of the bone graft in case of simultaneously placement of dental implants. Methods: The procedure was used in 200 patients (839 implants), using deproteinized bovine bone. The mean follow-up was 28.5 months. No inflammation of the bone grafts nor of the maxillary sinus occurred. The patients received implant supported overdentures or bone-anchored bridges. Results: The survival rate of implant restoration of this study was 97.6%. The total average of marginal bone loss in radiographs was $0.20{\pm}0.38$ mm. Insufficient primary stability, bony quality, and infection were thought to be associated factors in the failed cases. Conclusion: This study documented that deproteinized bovine bone, when used as a grafting material for augmentation of the sinus floor, may lead to proper osseointegration of a endosseous implant.

Periareolar Augmentation Mastopexy with Interlocking Gore-Tex Suture, Retrospective Review of 50 Consecutive Patients

  • Franco, Johnny;Kelly, Emma;Kelly, Michael
    • Archives of Plastic Surgery
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    • 제41권6호
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    • pp.728-733
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    • 2014
  • Background Periareolar Augmentation Mastopexy is one of the most challenging operations in plastic surgery. Problems with scar quality, areolar widening, and distortion are frequent problems that interfere with a predictable result. Methods A retrospective review was performed on fifty consecutive patients who underwent a periareolar augmentation mastopexy with the interlocking approach. Of the 50 patients, 30 had both preoperative and postoperative photographs and were the basis of the study. Results The age of the patients ranged from 19 to 56 years with the average age being 39 years. The postoperative follow-up averaged 9.5 months and the implants averaged 316 mL. There were no deaths, pulmonary embolism, deep vein thrombosis, or infected implants. Four patients had complications following surgery for an overall complication rate of 13%. Two patients developed an infected Gore-Tex suture. Two of these complications were treated with revision surgery. Five patients required reoperation for an overall reoperative rate of 16% (one patient was converted to a full mastopexy). Conclusions As a result of this retrospective study, we have found the interlocking approach to periareolar augmentation/mastopexy to be a safe and reliable operation.

Study on Flow Characteristics in an Augmentation Channel of a Direct Drive Turbine for Wave Power Generation Using CFD

  • Prasad, Deepak;Zullah, Mohammed Asid;Choi, Young-Do;Lee, Young-Ho
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2009년도 춘계학술대회 논문집
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    • pp.630-631
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    • 2009
  • Recent developments such as concern over global warming, depletion of fossil fuels and increase in energy demands by the increasing world population has eventually lead to mass production of electricity using renewable sources. Apart from wind and solar, ocean holds tremendous amount of untapped energy in forms such as geothermal vents, tides and waves. The current study looks at generating power using waves and the focus is on the primary energy conversion (first stage conversion) of incoming waves for two different models. Observation of flow characteristics, pressure and the velocity in the augmentation channel as well as the front guide nozzle are presented in the paper. A numerical wave tank was utilized to generate waves of desired properties and later the turbine section was integrated. The augmentation channel consisted of a front nozzle, rear nozzle and an internal fluid region representing the turbine housing. The analysis was performed using the commercial CFD code.

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영상 내 물체 검출 및 분류를 위한 소규모 데이터 확장 기법 (Data Augmentation Method of Small Dataset for Object Detection and Classification)

  • 김진용;김은경;김성신
    • 로봇학회논문지
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    • 제15권2호
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    • pp.184-189
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    • 2020
  • This paper is a study on data augmentation for small dataset by using deep learning. In case of training a deep learning model for recognition and classification of non-mainstream objects, there is a limit to obtaining a large amount of training data. Therefore, this paper proposes a data augmentation method using perspective transform and image synthesis. In addition, it is necessary to save the object area for all training data to detect the object area. Thus, we devised a way to augment the data and save object regions at the same time. To verify the performance of the augmented data using the proposed method, an experiment was conducted to compare classification accuracy with the augmented data by the traditional method, and transfer learning was used in model learning. As experimental results, the model trained using the proposed method showed higher accuracy than the model trained using the traditional method.

Osteogenic Potential of the Periosteum and Periosteal Augmentation for Bone-tunnel Healing

  • Youn Inchan;Suh J-K Francis;Choi Kuiwon
    • 대한의용생체공학회:의공학회지
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    • 제26권2호
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    • pp.101-110
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    • 2005
  • Periosteum and periosteum-derived progenitor cells have demonstrated the potential for stimulative applications in repairs of various musculoskeletal tissues. It has been found that the periosteum contains mesenchymal progenitor cells capable of differentiating into either osteoblasts or chondrocytes depending on the culture conditions. Anatomically, the periosteum is a heterogeneous multi-layered membrane, consisting of an inner cambium and an outer fibrous layer. The present study was designed to elucidate the cellular phenotypic characteristics of cambium and fibrous layer cells in vitro, and to assess whether structural integrity of the tendon in the bone tunnel can be improved by periosteal augmentation of the tendon­bone interface. It was found the cells from each layer showed distinct phenotypic characteristics in a primary monolayer culture system. Specifically, the cambium cells demonstrated higher osteogenic characteristics (higher alkaline phosphatase and osteocalcin levels), as compared to the fibrous cells. Also in vivo animal model showed that a periosteal augmentation of a tendon graft could enhance the structural integrity of the tendon-bone interface, when the periosteum is placed between the tendon and bone interface with the cambium layer facing toward the bone. These findings suggest that extra care needs to be taken in order to identify and maintain the intrinsic phenotypes of the heterogeneous cell types within the periosteum. This will improve our understanding of periosteum in applications for musculoskeletal tissue repairs and tissue engineering.

Selection of Transformer for the Augmentation of an Existing AIS EHV Substation in Hilly Terrain at 3000m+ Altitude

  • Kim, Kwang-Soo;Kang, Byoung-Wook;Kim, Jae-Chul
    • 조명전기설비학회논문지
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    • 제26권12호
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    • pp.28-36
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    • 2012
  • Augmentation of existing EHV substations located in hilly terrain and at high altitude require many different considerations as compared to substations located in plain areas and at lower altitude. Owing to high altitude and steep terrain, meticulous engineering and preparations are required, considering the actual available space at the existing substation. Historical fault events too must be considered to enhance reliability and performance of the substation equipment. This paper proposes ways to augment the existing 2 banks of 20MVA, 220/66kV power transformers ($3{\times}6.67MVA$, single-phase) to $2{\times}50$/63MVA, 220/66kV power transformers to meet continuously increasing demand of the capital city over the next 20 years. Upgrading and augmentation of existing substations, especially the main transformers and associated equipment, require replacement with minimum or no disturbance to the existing power supply system. Considerations should also be made during engineering and design, the operational flexibilities, maintenance aspects, future expandability and value addition, in terms of reliability and space usage of the existing substation.

임플란트 식립을 위해 블록형 자가골이식을 이용한 퇴축된 치조골의 재건 (Atrophic Alveolar Ridge Augmentation using Autogenous Block Bone Graft for Implant Placement)

  • 지영덕;조진형
    • 구강회복응용과학지
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    • 제22권2호
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    • pp.161-171
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    • 2006
  • Endosseous implants have restored normal function and dental health to many patients. When implants were introduced as an effective treatment modality, their efficacy was limited by the amount of available bone. Today, various grafting procedures can surgically create bone width and volume. Implants can be placed in more ideal locations for successful prosthetic reconstruction. The use of autogenous bone grafts represents the "gold standard" for bone augmentation procedures. Either intraoral or extraoral sites may be considered for donor sites. Alveolar ridge augmentation using autogenous bone block, can be done during implant placement or staged with implant placement, after bone graft healing. In the staged technique, a better implant positioning and the use of wide diameter implants are possible. Alveolar ridge augmentation using autogenous block graft is a predictable way of treatment, for the atrophic alveolar ridge before implant placement. The cases presented in this article clinically demonstrate the efficacy of using a autogenous block graft in generating effective new bone fill for dental implant placement.