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환자움직임 감지를 위한 효율적인 하드웨어 및 소프트웨어 혼성 모드 영상처리시스템설계에 관한 연구
정승민 ( Seungmin Jung ),정의성 ( Euisung Jung ),김명환 ( Myeonghwan Kim ) 한국인터넷정보학회 2024 인터넷정보학회논문지 Vol.25 No.1
본 논문에서는 환자와 같은 특정 객체의 움직임을 감지하고 추적하기 위한 효율적인 영상처리 시스템을 제안한다. 이진화된 차영상에서 객체의 윤곽선추출을 위하여 기존 알고리즘대비 대비 정밀한 감지가 가능하고 혼성모드설계에 용이한 세선화 알고리즘을 적용하여 영역을 추출한다. 연산량이 많은 이진화와 세선화 단계를 RTL(Register Transfer Level) 기반으로 설계하여 논리회로 합성을 거쳐 최적화된 하드웨어 블록으로 대체된다. 설계된 이진화 및 세선화 블록은 표준 180n CMOS 라이브러리를 이용하여 논리회로로 합성한 후 시뮬레이션을 통하여 동작을 검증하였다. 소프트웨어기반의 성능비교를 위해 32bit FPGA 임베디드시스템 환경에서 640 x 360 해상도의 샘플 영상을 적용하여 이진 및 세선화 연산에 대한 성능분석도 실시하였다. 검증결과 혼성모드 설계가 이전의 소프트웨어로만 이루어지는 처리속도에서 이진 및 세선화 단계에서 93.8% 향상될 수 있음을 확인하였다. 제안된 객체인식을 위한 혼성모드 시스템은 인공지능 네트워크가 적용되지 않는 엣지 컴퓨팅 환경에서도 환자의 움직임을 효율적으로 감시할 수 있을 것으로 기대된다. In this paper, we propose an efficient image processing system to detect and track the movement of specific objects such as patients. The proposed system extracts the outline area of an object from a binarized difference image by applying a thinning algorithm that enables more precise detection compared to previous algorithms and is advantageous for mixed-mode design. The binarization and thinning steps, which require a lot of computation, are designed based on RTL (Register Transfer Level) and replaced with optimized hardware blocks through logic circuit synthesis. The designed binarization and thinning block was synthesized into a logic circuit using the standard 180n CMOS library and its operation was verified through simulation. To compare software-based performance, performance analysis of binary and thinning operations was also performed by applying sample images with 640x 360 resolution in a 32-bit FPGA embedded system environment. As a result of verification, it was confirmed that the mixed-mode design can improve the processing speed by 93.8% in the binary and thinning stages compared to the previous software-only processing speed. The proposed mixed-mode system for object recognition is expected to be able to efficiently monitor patient movements even in an edge computing environment where artificial intelligence networks are not applied.
철도 변전소 공유를 통한 직류 도시철도 시스템 회생에너지 이용률 향상 방안 연구
정승민(Seungmin Jung),이한상(Hansang Lee),변길성(Gilsung Byun),권세혁(Sae-Hyuk Kwon),장길수(Gilsoo Jang),정호성(Hosung Jung),김형철(Hyungchul Kim) 대한전기학회 2011 전기학회논문지 Vol.60 No.12
This paper deals with the power integration of large urban railway systems to improve regenerative energy utilization. Current regenerative energy utilization is low because there is no special plan for using this energy. If the railway system is integrated with other railway systems, the efficiency is expected to be improved. Through the case studies, to find the realistic effect of integrated operation, real system for the Seoul Metro lines, especially line 5 and 7, had been applied.
복합발전의 공급전력 안정성 극대화를 위한 파력발전 PCS의 BESS 연동방안 연구
정승민(Seungmin Jung),김현욱(Hyun-Wook Kim),유연태(Yeuntae Yoo),장길수(Gilsoo Jang) 한국조명·전기설비학회 2014 조명·전기설비학회논문지 Vol.28 No.5
The combined generator system by integrating several renewable energy sources can share the electrical infrastructure and therefore have the advantage of constructing not only the transmission system but also the power conversion system. Among the various combined renewable system, the wind power and wave power has a high possibility of future growth due to the economic feasibility in offshore environment. This kind of large-scale combined systems might be follow the determination by the transmission system operator’s directions and control the output profile by focusing at PCC. However, both renewable energies are depend on the unpredictable environmental variation; it is needed to do the compensation devices. In this paper, the ESS compensation plan is proposed to do output determination of the combined generator system by paying attention to active power of utility grid with the analysis of the controllable elements of the wind and wave power generator. The improvement of the new application technique of the combined system is confirmed through using the PSCAD/EMTDC. The entire simulation process was designed by adopting the active power control according to the reference signal of TSO.
정승민(Jung Seungmin) 한국데이타베이스학회 2010 Journal of information technology applications & m Vol.17 No.2
The success of new product is a key factor for getting competitive advantages. Marketing research has been investigating marketing capability, manufacturing technical capability, cross-functional integration, market knowledge competence, and competitive environment as the key success factors of new product advantage. Recently, the role of IT capability in enhancing new product advantage is assumed in the literature. However, the empirical studies on the role of IT capability are lacking. The purpose of this study is to identify the effects of IT capability on new product competitive advantages and the relationship between IT capability and the key success factors for new product advantage. Conducting an empirical field study, the IT capability is shown to have a direct effect on new product competitive advantages, and to be also the key success factor to make up for marketing capability and manufacturing technical capability. This study develops a conceptual model on the role of IT capability in enhancing new product competitive advantages by integrating marketing research and IS research.