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재구조화된 RetinaNet을 활용한 객체 탐지에 관한 연구
김준영,정세훈,심춘보,Kim, Jun Yeong,Jung, Se Hoon,Sim, Chun Bo 한국멀티미디어학회 2020 멀티미디어학회논문지 Vol.23 No.12
Searching for portable baggage through the system before boarding an airplane at an airport is important because it prevents many risks. In addition to these dangerous items, personal and confidential information leaks are occurring at airports through data storage devices. In the airport search system, there is a need for a system that searches not only dangerous items but also devices that can leak data. In this paper, we proposed a model that searches for a data storage device by improving the existing model. A comparative evaluation was conducted using existing algorithms. As a result, it was confirmed that the performance of the proposed model is 74 in the training data and 46.73 in the test data, which is superior to the existing model.
김준영,Kim, Jun-Yeong 한국대학교육협의회 2005 大學敎育 Vol.133 No.-
사립대학 구조조정 방안의 큰 틀은 시장수요에 대응한 교육의 질 관리에 초점을 두고 구조조정이 이루어져야 하며, 정부에서는 각종 법률로 정하고 있는 재정·세무상의 규제를 풀고 사립대학에 대한 국고지원을 확대하여야 하며, 각 대학에서는 시장의 논리에 입각하여 대학의 본질적 역할을 재정립해 가야 할 것이다.
도시복개하천의 복원사업 이후 인접 주거지의 물리적 특성 변화
김준영,양우현,Kim, Jun-Yeong,Yang, Woo-Hyun 한국주거학회 2014 한국주거학회 논문집 Vol.25 No.6
This study aims to analyze the changes of adjacent residential area after the restoration of covered urban streams in seoul. The changes of adjacent residential area after restoration were analyzed by changes of land using, urban structure, individual lot of land and architecture to investigate relationship of the urban stream and residential change. The result as follows: the first one is the change of land use and urban structure in adjacent residential area. This change of infrastructure through stream restoration has transformed land use and urban structure in adjacent residential area. Secondly, there is the changes of the individual lot of land. It seemed that new development by combined lots would be concentrated in stream-side blocks. But, the changes of lots such as combining or dividing lots tend to be concentrated in stream-side, main road and main streets. In stream-side, commercial function of land use has changed to residential one which has restored streams landscape by transformation of lots use without changes of ownership-lots. Finally, there is the change of architecture. It turned out new building in adjacent residential area is similar to general development. However, new building in streamside is related to direction of stream. In addition, remodeling and expansion tend to change in commercial buildings on stream-side bridges of corner lots intensively. As a result, it is related to expectation of architectural activation and improvement of sidewalk environment by stream restoration.