• 제목/요약/키워드: RFB

검색결과 52건 처리시간 0.026초

RBF 커널과 다중 클래스 SVM을 이용한 생리적 반응 기반 감정 인식 기술 (Physiological Responses-Based Emotion Recognition Using Multi-Class SVM with RBF Kernel)

  • 마카라 완니;고광은;박승민;심귀보
    • 제어로봇시스템학회논문지
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    • 제19권4호
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    • pp.364-371
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    • 2013
  • Emotion Recognition is one of the important part to develop in human-human and human computer interaction. In this paper, we have focused on the performance of multi-class SVM (Support Vector Machine) with Gaussian RFB (Radial Basis function) kernel, which has been used to solve the problem of emotion recognition from physiological signals and to improve the accuracy of emotion recognition. The experimental paradigm for data acquisition, visual-stimuli of IAPS (International Affective Picture System) are used to induce emotional states, such as fear, disgust, joy, and neutral for each subject. The raw signals of acquisited data are splitted in the trial from each session to pre-process the data. The mean value and standard deviation are employed to extract the data for feature extraction and preparing in the next step of classification. The experimental results are proving that the proposed approach of multi-class SVM with Gaussian RBF kernel with OVO (One-Versus-One) method provided the successful performance, accuracies of classification, which has been performed over these four emotions.

Improved Detection of Viable Escherichia coli O157:H7 in Milk by Using Reverse Transcriptase-PCR

  • Choi, Suk-Ho;Lee, Seung-Bae
    • 한국축산식품학회지
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    • 제31권2호
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    • pp.158-165
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    • 2011
  • A sensitive reverse transcriptase-PCR (RT-PCR) method to detect viable Escherichia coli O157:H7 in milk was established. The primer sets were designed based on the nucleotide sequences of the rfbE (per) and wbdN genes in the O157 antigen gene cluster of E. coli O157:H7. RT-PCR using five different primer sets yielded DNA with sizes of 655, 518, 450, and 149-bp, respectively. All five of the E. coli O157:H7 strains were detected by RT-PCR, but 11 other bacterial species were not. The sensitivity of RT-PCR was improved by adding yeast tRNA as a carrier to the crude RNA extract. The RT-PCR amplifying the 149-bp DNA fragment was the most sensitive for detecting E. coli O157:H7 and the most refractory to the bactericidal treatments. Heat treatment at $65^{\circ}C$ for 30 min was the least inhibitory of all bactericidal treatments. Treatment with RNase A strongly inhibited the RT-PCR of heated milk but not unheated milk. This study described RT-PCR methods that are specific and sensitive with a detection limit of 10 E. coli O157:H7 cells, and showed that pre-treating milk samples with RNase A improved the specificity to detect viable bacteria by RT-PCR.

레독스 플로우 전지의 레독스 쌍 (Redox Pairs in Redox Flow Batteries)

  • 황병현;김기택
    • 전기화학회지
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    • 제16권3호
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    • pp.99-110
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    • 2013
  • 레독스 플로우 전지(RFB)는 대형에너지 장치로서 신재생 에너지와 같은 전력발생이 일정하지 못한 상황이나 전력수요가 급증감하여 효율적인 에너지의 운용이 요구될 때 효과적으로 사용할 수 있는 전지모델이다. 일부 상용화된 종류도 있지만 다양한 레독스 쌍과 소재가 연구됨에 따라 개선의 여지가 많은 전지이다. 본 총설에서는 전지의 레독스 쌍(redox pair)의 종류들에 대한 설명을 통하여 레독스 플로우 전지의 전반적인 이해를 돕고자 한다. 레독스 쌍의 혼합오염, crossover, 이온 선택성, 용해도 등의 개선을 통해서 새로운 레독스 플로우 전지의 탄생을 기대할 수 있다. 용량의 개선을 위해서 다양한 수계 및 비수계 레독스 쌍의 연구가 되고 있는데 crossover에 의해 다소의 용량손실이 있다고 하더라도 혼합오염이 없는 전지라면 레독스 플로우 전지의 내구성의 장점을 살릴 수 있을 것이라 기대한다. 혼합오염이 없는 레독스 플로우 전지 중에는 멤브레인이 필요 없는 전지도 새로운 연구방향으로 모색되고 있다.

바나듐계 산화-환원 유동 전지의 최대 방전전류와 유량의 상관성에 대한 실험적 연구 (Discharged Maximum Current Density of Vanadium Redox Flow Battery with Increased Electrolyte Flow Rate)

  • 김정명;박희성
    • 대한기계학회논문집B
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    • 제40권12호
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    • pp.777-784
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    • 2016
  • 바나듐 전해질 산화-환원 흐름전지(vanadium redox flow batteries, VRFBs)는 간헐적 에너지 저장 시스템의 에너지 저장장치로 사용된다. VRFBs는 재료 및 동작조건에 따라 성능의 차이를 보이며, 각 성능특성에 따른 VRFBs개발이 요구된다. 본 연구에 사용된 단위셀은 반응면적 $25cm^2$이며, 전해액은 0.6의 충전상태를 나타낸다. 방전전류밀도를 0에서 $520mA/cm^2$ 까지 변화시키면서 동시에 전해질 유량도 5mL/min에서 60mL/min까지 변화시켰다. 동일한 입구 전해액 상태에 따른 방전 성능 평가를 위해 4개의 탱크를 사용한 비순환 시스템을 구축하였다. 본 논문은 유량 및 전류밀도의 변화에 대한 단자전압을 측정하였으며, $25cm^2$ 반응면적을 가지는 바나듐계 산화-환원 유동전지 시스템의 최대전류밀도에 대한 실험식을 도출하였다.

T-Scan system을 이용한 측두하악 장애 환자의 교합 분석에 관한 연구 (OCCLUSAL ANALYSIS OF PATIENTS WITH TEMPOROMANDIBULAR DYSFUNCTION BY USE OF T-SCAN SYSTEM)

  • 박선주;정재헌
    • 대한치과보철학회지
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    • 제29권3호
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    • pp.121-140
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    • 1991
  • Fifteen dental college students of Chosun University without the abnormal occlusion, the history and symptom of temporomandibular dysfunction(TMD), and who had all permanent teeth except third molar and the fifteen moderate group and the fifteen severe group classified according to Helkimo's dysfunction index among patients on the basis of the symptom of TMD were selected. The occlusal contact, occlusal force and occlusal interference in eccentric movement was studied and analyzed using T-Scan system. The result were as follows : 1. The TLR centering around midsagittal axis was located at $1.42{\pm}0.82mm$ in control group, $3.36{\pm}1.45mm$ in severe group, and as TMD was heavier, occlusal contact was located at the farther point from midsagittal axis. 2. The PLR from the first contact to the fifth contact centering around midsagittal axis was located at $1.73{\pm}1.78mm$ in control group, $3.36{\pm}1.41mm$ in moderate group, and $5.39{\pm}4.32mm$ in severe group, and as TMD was heavier, occlusal contact was located at the farther point from midsgittal axis. 3. The TFB, PFB, RFB and LFB of occlusal contact centering around incisal axis had no significant difference statistically among control group, moderate group, and severe group, and it was located at first molar. 4.The LF and RF was smaller in TMD group than in control group. 5. The LR moment of occlusal force centering around midsagittal axis was located at $178.51{\pm}139.81N.mm$ in control group, $466.25{\pm}296.47N.mm$ in moderate group, and $749.18{\pm}588.18N.mm$ in severe group. And as TMD was heavier, it was located at the farther point from midsagittal axis. 6. The RL and LL of occlusal force centering around incisal axis had not-significance statistically among control group, moderate group, and severe group, and it was at the first molar. 7. The number of occlusal interference of the eccentric movement was increased in the patients of TMD.

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퍼지 RBF 네트워크의 학습 성능 개선 (Learning Performance Improvement of Fuzzy RBF Network)

  • 김광백
    • 한국멀티미디어학회논문지
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    • 제9권3호
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    • pp.369-376
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    • 2006
  • 본 논문에서는 퍼지 RBF네트워크의 학습 성능을 개선하기 위하여 Delta-bar-Delta 알고리즘을 적용하여 학습률을 동적으로 조정하는 개선된 퍼지 RBF 네트워크를 제안한다. 제안된 학습 알고리즘은 일반화된 델타 학습 방법에 퍼지 C-Means 알고리즘을 결합한 방법으로, 중간층의 노드를 자가 생성하고 중간층과 출력층의 학습에는 일반화된 델타 학습 방법에 Delta-bar-Delta 알고리즘을 적용하여 학습률을 동적으로 조정하여 학습 성능을 개선한다. 제안된 RBF 네트워크의 학습 성능을 평가하기 위하여 컨테이너 영상에서 추출한 40개의 식별자를 학습 데이터로 적용한 결과, 기존의 ART2 기반 RBF 네트워크와 기존의 퍼지 RBF 네트워크 보다 학습 시간이 적게 소요되고, 학습의 수렴성이 개선된 것을 확인하였다.

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원격 컴퓨터의 GUI 제어와 모니터링을 위한 Mobile VNC 시스템 설계 및 구현 (Design and Implementation of Mobile VNC System for GUI Control and Monitoring of Remote Computer)

  • 천희자;서정희;박흥복
    • 한국정보통신학회논문지
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    • 제9권5호
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    • pp.912-919
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    • 2005
  • 무선 인터넷(Wireless Internet)의 발달로 인해 언제 어디서나 네트워킹이 가능한 환경이 구축되면서 휴대폰과 PDA 등의 모바일 단말기가 여러 분야에서 활용되고 있다. 특히 원격 제어에 있어서 모바일 단말기의 이동성은 큰 장점을 가진다. 본 논문은 모바일 단말기 중에서 가장 대중적인 휴대폰을 사용하여 원격 컴퓨터의 스크린 이미지를 전송받고, GUI 제어와 모니터링을 수행하는 Mobile VNC(Virtual Network Computing) 시스템을 설계 및 구현하였다. 제안하는 시스템은 휴대폰 상의 Mobile Viewer, 다수의 원격 컴퓨터 상의 VNC Server, VNC Monitor로 구성된다 VNC 서버와 모바일 뷰어 사이의 통신을 위해서 MRFB(Mobile RFB) 프로토콜을 사용하고, 모바일 뷰어로 전송되는 스크린 이미지는 휴대폰의 자바 실행 환경인 SK-VM이 지원하는 PNG 포맷으로 엔코딩한다. 구현 결과, 이미지 용량은 2KB-8KB로 측정되었고, 65회 전송 결과 평균 초당 전송률은 에뮬레이터에서 4.93fps, 실제 휴대폰은 0.8fps로 기존 시스템보다 빠른 성능을 보였다.

Rapid Detection of Viable Escherichia coli O157 by Coupling Propidium Monoazide with Loop-Mediated Isothermal Amplification

  • Zhao, Xihong;Wang, Jun;Forghani, Fereidoun;Park, Joong-Hyun;Park, Myoung-Su;Seo, Kun-Ho;Oh, Deog-Hwan
    • Journal of Microbiology and Biotechnology
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    • 제23권12호
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    • pp.1708-1716
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    • 2013
  • Conventional molecular detection methods cannot distinguish between viable and dead Escherichia coli O157 cells. In this study, the loop-mediated isothermal amplification (LAMP) method combined with propidium monoazide (PMA) treatment was developed to selectively detect viable E. coli O157 cells. Four primers, including outer primers and inner primers, were specially designed for the recognition of six distinct sequences on the serogroups (O157) of the specific rfbE gene of the E. coli O157 genome. PMA selectively penetrated through the compromised cell membranes and intercalated into DNA. Amplification of DNA from dead cells was completely inhibited by $3.0{\mu}g/ml$ PMA, whereas the DNA derived from viable cells was amplified remarkably within 1 h by PMA-LAMP. Exhibiting high sensitivity and specificity, PMA-LAMP is a suitable method for evaluating the inactivation efficacy of slightly acidic electrolyzed water in broth. PMA-LAMP can selectively detect viable E. coli O157 cells. This study offers a novel molecular detection method to distinguish between viable and dead E. coli O157 cells.

T-Scan System을 이용한 성인 정상교합자의 교두감합위에서 교합안정에 관한 연구 (THE BALANCE OF OCCLUSAL CONTATS IN NORMAL OCCLUSION DURING INTERCUSPAL POSITION ON T-SCAN SYSTEM)

  • 방원동;우이형;최부병
    • 대한치과보철학회지
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    • 제29권1호
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    • pp.23-37
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    • 1991
  • The understanding the natureof occlusal tooth contacts of natural dentition is important for correct diagnosis and treatment of diseases developed in stomatognatic system. Several investigator have studied the distribution of tooth contacts in maximum intercuspation and have reported contact locations with respect to the tooth position. Many methods have been clinically applied for the occlusal analysis in the intercuspal position. However, there are few quantative methods. This study analyzed the new software version of the T-Scan system to record and analyze occlusal contact balance in the anterior-posterior and right-left directions. Six time moment statistics and five moment statistics were calculated in the midsagittal and the incisal axes of the occlusal plane. In the present study, informed consent was obtained from 100 subjects with natural dentitions. The results were as follows ; 1. The mean of the dental arch length & width were 48.78, 65.32mm in whole population, 49.09mm, 65.50mm in males, 48.78mm, 64.63mm in females, respectively. 2. The mean of TLR & PLR were 0.193mm(left), 0.311mm(left), respectively. Therefore, the distribution of tooth contacts was bilaterally symmetric. 3. The mean of TFB & PFB were 29.168mm, 29.055mm, and that of LFB & RFB were 29.627mm, 29.587mm, respectively, and the qualitative center of occlusal contacts was the firtst molar. 4. The mean of LL & RL were 31.666mm, 31.377mm, respectively, and the quantitative center of occlusal force was the first molar. 5. The mean of LF & RF were 60.237N, 59.276N, respectively and Left-right moment was 72.491Nmm. Therfore, the distribution of occlusal force was bilaterally balanced.

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도축돈 장분변으로부터 Shiga Toxin-Producing Escherchia coli의 분리 와 성상 (Identification and characterization of shiga toxin-producing Escherichia coli isolated from the feces of slaughtered pigs)

  • 송영환;김지영;채미경;박창식;김명철;전무형
    • 대한수의학회지
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    • 제44권4호
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    • pp.551-559
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    • 2004
  • Shiga toxin-producing Escherichia coli (STEC) causes various clinical signs in human and animals, and has been indicated as a global enteropathogen with zoonotic importance. In this study, the feces of healthy pigs were collected from the slaughtered pigs of Daejon abattoir during the period from December 2001 to October 2002. Of 326 specimens, 13 STEC were confirmed by culture, PCR and colony hybridization. The isolates were further studied for toxin types, pathogenic factors, plasmid profiles, and antimicrobial resistance to characterize the genetic and toxigenic properties. In PCR, all of 13 isolates were evident to have shiga toxin gene (stx). Of 13 isolates stx1 gene was detected in 4 and stx2 gene in 9. The genes of eaeA, hlyA and rfbE were not present in any isolates. In colony hybridization using shiga toxin common primer (STXc), 2 to 9 per 100 colonies subcultured from 13 isolates showed the positive reaction. In the examination for plasmid profiles of the isolates, one to eleven plasmids with varying sizes of 1.0 Kb to 100 Kb were detected, and the 13 STEC could be classified into four groups by the plasmid patterns. The antimicrobial resistance patterns of the isolates were comparably corresponded with the plasmid profile patterns.