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변준영,안지용,이민지,임서진,최승혜,최인혜,김지혁 한국지역사회건강관리협회 대한건강과학학회 2019 대한건강과학학회지 Vol.16 No.2
PURPOSE : The purpose of this study was to investigate the cases of animal physiotherapy conducted overseas and compare the status of domestic and international animal physiotherapy, systems, and insurance to achieve revitalization of Korean animal physiotherapy. METHOD : In order to examine the current state of animal physiotherapy in Korea, we reviewed the literature based on various domestic and journals and experimental papers. Inadequate data also get help from the International Animal Waters Treatment Society website, the Animal Health Insurance Company website. DISCUSSION & CONCLUSION : We investigated the previous studies according to the purpose of this study and the following conclusions were obtained. 1. Overseas, animal physiotherapy is being carried out smoothly, and insurance systems and systems are well established and actively implemented. On the other hand, the concept of animal physiotherapy is not clearly established in Korea, and there is no insurance or system, so it seems to be difficult to activate. 2. Current physio-therapeutic interventions for animals include electrical therapy, exercise therapy, hydrotherapy, and other interventions. Electrotherapy can effectively control pain, exercise therapy improves mobility of the joints with limitations, hydrotherapy reduces edema and supports weight gain, heat therapy improves tissue regeneration and soft tissue regeneration, pain and inflammation control. In addition, acupuncture is used to stimulate the nervous system for the purpose of effecting specific treatment, splint is used for the purpose of supporting weight bearing, and various treatments using natural healing power such as spiritual treatment and periodic treatment are also applied.
변준영 韓國仲裁學會 2003 중재연구 Vol.13 No.1
Since enactment of the Product Liability Act(PLA) on July 2002, Enterprises in Korea should be insured the Product Liability under the Act. Therefore they had to make a special team and organize it to match with the Act. However, some enterprises didn't follow and prepared the team for the dispute resolution. For example, in America, many enterprises had been attacked the PLA and in Japan, as well. but Korea is rare for the PLA. Thus, this is to research the PLA for protecting the disputes. Upon this study, I would like to suggest some issues and a revision of the PLA. Those are the purpose of my research. In this study, it consists of 5 chapters for achieving the purpose of the research. Introduction of this study is mentioned in Chapter 1, and Chapter 2 is for outline of the PLA in Korea. At Chapter 3, the cases are analyzed in the disputes of importers to address important things we have to check. After the analysis, resolution methods in general on import practices are suggested at Chapter 4. Also, this study is summarized at Chapter 5 including further research. In this research, I find out complex of Product Liability insurance and issues related with PLA. For protecting the issues and disputes, importers should prepare a agreement of arbitration during the preparation of contracts. Nothing can be better than prevention on any disputes, but they can be happened sometimes without any intentions or by mistake. Solving these issues, the resolution methods of this research are the most valuable. The mediation and the negotiation do not force any legal matters. So, the dispute through them does not have a positive resolution, and the effectiveness of them is very low. Due to the resolution of issues, arbitration is a desirable resolution. In Korea, most people do not know about the arbitration due to the lack of understanding of arbitration. Currently arbitration related with Product Liability has not been followed up promptly because procedures and judgement from a court take for a long time. In sum, in order to solve the disputes properly, they should be supported by the arbitration system to concrete essential objectives, so to speak, protection of the victim and the improvement of arbitration. In addition, the systematic arrangements would be required to carry out all the methods above mentioned. Those are for manufacturers, importers, and customers for the dispute resolution.
부분적인 스크린 영상 혼합을 통한 합성곱 신경망의 영상 인식 성능 향상
변준영(Junyoung Byun),심규진(Kyujin Shim),김창익(Changick Kim) 대한전자공학회 2019 대한전자공학회 학술대회 Vol.2019 No.11
Data augmentation is a way of improving the generalization ability of deep neural networks by expanding their training data with pre-defined transformations. For image recognition tasks, traditional data augmentation methods transform an image by using simple techniques such as random horizontal flipping and cropping. However, several recent methods have been proposed to augment training data by linearly interpolating two images with arbitrary proportions. Although they can further improve the generalization ability, they use a randomly chosen mixing ratio throughout a pair of images, which may ignore their local characteristics. In this paper, we propose a novel data augmentation method that can vary the mixing ratio according to the local brightness. Our method partially blends two images with Screen blend mode. We have also shown that CNNs can be successfully trained, only with the blended inputs. Experimental results on the CIFAR-10 and CIFAR-100 datasets have shown that the proposed method yields superior performance than existing methods.