• Title/Summary/Keyword: hand interface

Search Result 601, Processing Time 0.032 seconds

Binary Classification Method using Invariant CSP for Hand Movements Analysis in EEG-based BCI System

  • Nguyen, Thanh Ha;Park, Seung-Min;Ko, Kwang-Eun;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.23 no.2
    • /
    • pp.178-183
    • /
    • 2013
  • In this study, we proposed a method for electroencephalogram (EEG) classification using invariant CSP at special channels for improving the accuracy of classification. Based on the naive EEG signals from left and right hand movement experiment, the noises of contaminated data set should be eliminate and the proposed method can deal with the de-noising of data set. The considering data set are collected from the special channels for right and left hand movements around the motor cortex area. The proposed method is based on the fit of the adjusted parameter to decline the affect of invariant parts in raw signals and can increase the classification accuracy. We have run the simulation for hundreds time for each parameter and get averaged value to get the last result for comparison. The experimental results show the accuracy is improved more than the original method, the highest result reach to 89.74%.

Design of Control System for Myoelectric Signal Driving Type Myoelectric Hand Prosthesis (근전위 신호구동형 전동의수의 제어시스템 설계)

  • Choi, Gi-Won;Lee, Myung-Un;Ra, Sun-Gil;Choe, Gyu-Ha
    • The Transactions of the Korean Institute of Power Electronics
    • /
    • v.12 no.3
    • /
    • pp.248-257
    • /
    • 2007
  • This paper presents the control system for driving myoelectric hand prosthesis according to myoelectric signal generated in the human muscle. A surface myoelectric sensor for measuring myoelectric signal is designed a skin interface and a processing circuit according to myoelectric signal output property. The control system consists of two controller for driving dual motor, torque sensor for measuring out torque of motor, slip sensor for detecting slip of torque. The experimental results proved the proposed control system.

재질이 변압기 절연유의 유동대전에 미치는 영향

  • 곽희로;김재철;김두석;권동진
    • The Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers
    • /
    • v.5 no.3
    • /
    • pp.72-77
    • /
    • 1991
  • In a large power transformer, insulating oil is forced to circulate for cooling the heat generated by the losses within windings and core. When insulating oil flows and rubs against various materials, such as insulating paper or core, the electrostatic charges are separated at the interface of the oil and the solid material. This paper considers the streaming electrification of various materials used in the transformer. In this study, we show that a solid material such as paper is negatively charged. On the other hand, a solid material such as core is positively charged.

  • PDF

CSMS의 UNIX Porting에 대한 Feasibility 연구

  • Lee, Mi-Yeong;Lee, Seok-Cheol
    • ETRI Journal
    • /
    • v.7 no.2
    • /
    • pp.34-39
    • /
    • 1985
  • The operating support systems such as CSMS, TLMOS, and SLMOS may be related each other. At the present time, UNIX system is most popular operating system. TLMOS and SLMOS have been developed under the UNIX environment and using C language. On the other hand CSMS was built on HP RTE O. S. using Pascal. When we constuct the operation and maintenance organization by networking several operations support system, the interface of intersystem must be simple and the integrity of whole system must be kept. It is somewhat valuable to investigate transfering CSMS from RTE O. S. to UNIX in order to integrate operations and maintenance systems. Here, we give a basic material about porting CSMS in UNIX.

  • PDF

PCA-based Linear Dynamical Systems for Multichannel EEG Classification (다채널 뇌파 분류를 위한 주성분 분석 기반 선형동적시스템)

  • Lee, Hyekyoung;Park, Seungjin
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2002.10d
    • /
    • pp.232-234
    • /
    • 2002
  • EEG-based brain computer interface (BCI) provides a new communication channel between human brain and computer. The classification of EEG data is an important task in EEG-based BCI. In this paper we present methods which jointly employ principal component analysis (PCA) and linear dynamical system (LDS) modeling for the task of EEG classification. Experimental study for the classification of EEG data during imagination of a left or right hand movement confirms the validity of our proposed methods.

  • PDF

Digitalization System of Historical Hanja Documents using Mahalanobis Distance-based Rejection

  • Kim, Min-Soo;Kim, Jin-Hyung
    • Journal of the Korean Data and Information Science Society
    • /
    • v.16 no.2
    • /
    • pp.313-325
    • /
    • 2005
  • In Korea, there exists a large corpus of handwritten historical documents that serve as a valuable resource. Most of them are hand-written by the King's chroniclers and secretaries. Recently, the historical archives of Lee dynasty have been digitalized. Since it is extremely difficult to utilize conventional OCR system, most of the processes have been performed manually. In this paper, we propose OCR-based digitalization system using Mahalanobis distance-based rejection and interface for eye inspection about historical Hanja documents. Compared with our previous work, experimental results show that the proposed system can help enhancing the overall efficiency of the process.

  • PDF

Interactive information process image with minute hand gestures

  • Lim, Chan
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2016.04a
    • /
    • pp.799-802
    • /
    • 2016
  • It is definitely an interesting job to work with V4 to create various contents emphasizing different interfaces like 3D graphics, and multimedia such as video, audio, and camera. Moreover, beyond the other interface, as it could be used in the many aspects of the sensory sign such as visual effects, auditory effects, and touchable effects, it feels free to make a better developed model. We intended the users to feel some kind of pleasure and interactions rather than just using in aspect of Media art.

A survey on human figure representation in computer graphics (인체 모델의 컴퓨터 형상화 방법)

  • 한치근;정의승
    • Journal of the Ergonomics Society of Korea
    • /
    • v.12 no.1
    • /
    • pp.57-73
    • /
    • 1993
  • In this paper, methods of human figure representation in computer graphics are described. Many applications of the human figure representation are found in areas including industry, advertisement, and cartoon production and further research for the methods that show the human figure more realistically is ex- pected. Two analytic methods for human model, kinematics and dynamics, are ex- plained and the characteristics of the man-machine interface systems that include human figure representation are presented. Various techniques of the human figure representation based on kinematics or(and) dynamics are discussed and representation methods of human body segments such as hand, face, spine are introduced in this paper.

  • PDF

A study on development dispatcher's training simulator in the operation of power system (훈련용시뮤레이터 현황과 향후계획)

  • Kim, Mun-Gi;Jeong, Chang-Deok
    • Proceedings of the KIEE Conference
    • /
    • 1993.07a
    • /
    • pp.515-517
    • /
    • 1993
  • Dispatcher's Training simulation function are network analysis, power system modeling, supervisory control, and system security assessment. This function provides hand-on training for power dispatchers for operation of the nation control center in the future, it needs interface between simulator and expert system. This paper introduces DTS function which is adopted in the Central Load Dispatching Office.

  • PDF

Implementation of Hand Writing Interface-based Calculator Using Sequential Ordering (순차적 정렬을 이용한 필기 인터페이스 기반의 계산기 구현)

  • 강경완;김보중;정성환
    • Proceedings of the Korea Multimedia Society Conference
    • /
    • 2004.05a
    • /
    • pp.255-258
    • /
    • 2004
  • 본 논문에서는 필기수식의 인식 및 계산을 목적으로 입력 필기수식의 심볼별 분리 및 순차적 정렬 후 인식하는 알고리즘을 제안한다. 제안된 방법은 온라인 필기인식의 특징인 실시간 개념을 이용하여 태블릿 상에서 입력받은 수식의 픽셀별 좌표를 입력받아서 분리 과정을 수행 한 후, 필기순서와 무관한 순차적인 하나의 완성된 수식을 제공한다. 다음으로 통계적 패턴 정합 및 숫자별 특정 가중치를 이용하여 완성된 수식을 인식하고 계산 결과를 출력한다. 본 모듈은 PDA에 임베디드를 목적으로 구현하였으며, 여러 검증과정을 통해 약 98%의 인식률 향상을 얻을 수 있었다.

  • PDF