• Title/Summary/Keyword: Leg detection

Search Result 51, Processing Time 0.023 seconds

Walking Features Detection for Human Recognition

  • Viet, Nguyen Anh;Lee, Eung-Joo
    • Journal of Korea Multimedia Society
    • /
    • v.11 no.6
    • /
    • pp.787-795
    • /
    • 2008
  • Human recognition on camera is an interesting topic in computer vision. While fingerprint and face recognition have been become common, gait is considered as a new biometric feature for distance recognition. In this paper, we propose a gait recognition algorithm based on the knee angle, 2 feet distance, walking velocity and head direction of a person who appear in camera view on one gait cycle. The background subtraction method firstly use for binary moving object extraction and then base on it we continue detect the leg region, head region and get gait features (leg angle, leg swing amplitude). Another feature, walking speed, also can be detected after a gait cycle finished. And then, we compute the errors between calculated features and stored features for recognition. This method gives good results when we performed testing using indoor and outdoor landscape in both lateral, oblique view.

  • PDF

Clinical Evaluation and Treatment of Leg Length Inequality (하지길이균차에 대환 임상평가와 치료)

  • Kim, Chang-Hwan;Kim, Jong-Deog
    • The Journal of Korea CHUNA Manual Medicine
    • /
    • v.5 no.1
    • /
    • pp.19-29
    • /
    • 2004
  • Objectives : Visual check and X-ray are commonly used by chiropractors to estimate ieg length inequality, This study have three categories: diagnosis for anatomic leg length inequality; difference between anatomic and functional leg length inequality; theraphies for anatomic or functional leg length inequality. Methods : We referred to a PubMed site by using word of 'leg length [JU] J Manipulative Physiol Ther', only items with abstracts. Results : We searched 26 articles in J Manipulative Physiol Ther with the key word-Ieg length. Conclusion : 1. Radiographs were most accurate and commonly used by chiropractors to measure anatomic leg length inequality, clinically wood block, tape measure, visual check are acceptable. 2. There was no article about difference between anatomic and functional leg length inequality. 3. Heel lift was commonly used with conservative theraphy for anatomic leg length Inequality. 4. Chiropractors have not yet proved that the supposed positive effects are a result of a reduction of subluxation, The detection of the manipulative lesion in the sacroiliac joint depends on valid and reliable tests, Because such tests have not been established, the presence of the manipulative lesion remains hypothetical. Great effort is needed to develop, establish and enforce valid and reliable test procedures.

  • PDF

Optimal Electrode Selection for Detection of Human Leg Movement Using Bio-Impedance (생체 임피던스를 이용한 인체 하지운동 출을 위한 최적 전극위치 선정)

  • 송철규;윤대영;이동헌;김승찬;김덕원
    • The Transactions of the Korean Institute of Electrical Engineers D
    • /
    • v.52 no.8
    • /
    • pp.506-509
    • /
    • 2003
  • This paper describes the possibility of analyzing gait pattern from the changes of the lower leg electrical impedance. This impedance was measured by the four-electrode method. Two current electrodes were applied to the thigh, knee, and foot., and two potential electrodes were applied to the lateral, medial, and posterior position of human leg. The correlation coefficients of the joint angle and the impedance change from human leg movement was obtained using a electrogoniometer and 4ch impedance measurement system developed in this study. We found the optimal electrode position for knee and ankle joint movements based on high correlation coefficient, least interference, and maximum magnitude of impedance change. The correlation coefficients of the ankle, knee, and the hip movements were -0.913, 0.984 and 0.823, respectively. From such features of the human leg impedance, it has been made clear that different movement patterns exhibit different impedance patterns and impedance level. This system showed feasibility that lower leg movement could be easily measured by impedance measurement system with a few skin-electrodes.

Implementation of Transformation Algorithm for a Leg-wheel Hexapod Robot Using Stereo Vision (스테레오 영상처리를 이용한 바퀴달린 6족 로봇의 형태변형 알고리즘 구현)

  • Lee, Sang-Hun;Kim, Jin-Geol
    • Proceedings of the KIEE Conference
    • /
    • 2006.10c
    • /
    • pp.202-204
    • /
    • 2006
  • In this paper, the detection scheme of the spatial coordinates based on stereo camera for a Transformation algorithm of an Leg-wheel Hexapod Robot is proposed. Robot designed as can have advantages that do transfer possibility fast mobility in flat topography and uneven topography through walk that use wheel drive. In the proposed system, using the disparity data obtained from the left and right images captured by the stereo camera system and the perspective transformation between a 3-D scene and an image plane, depth information can be detected. Robot uses construed environmental data and transformation algorithm, decide wheel drive and leg waik, and can calculate width of street and regulate width of robot.

  • PDF

Human following of Indoor mobile service robots with a Laser Range Finder (단일레이저거리센서를 탑재한 실내용이동서비스로봇의 사람추종)

  • Yoo, Yoon-Kyu;Kim, Ho-Yeon;Chung, Woo-Jin;Park, Joo-Young
    • The Journal of Korea Robotics Society
    • /
    • v.6 no.1
    • /
    • pp.86-96
    • /
    • 2011
  • The human-following is one of the significant procedure in human-friendly navigation of mobile robots. There are many approaches of human-following technology. Many approaches have adopted various multiple sensors such as vision system and Laser Range Finder (LRF). In this paper, we propose detection and tracking approaches for human legs by the use of a single LRF. We extract four simple attributes of human legs. To define the boundary of extracted attributes mathematically, we used a Support Vector Data Description (SVDD) scheme. We establish an efficient leg-tracking scheme by exploiting a human walking model to achieve robust tracking under occlusions. The proposed approaches were successfully verified through various experiments.

Output Voltage Polarity Detection type Base/Gate Drive Suppression Method for Voltage Source Inverter Legs (전압원 인버터 Leg에 대한 출력 전압 극성 검출식 베이스/게이트 구동 억제 방법)

  • Park, In-Gyu
    • Proceedings of the KIEE Conference
    • /
    • 1995.11a
    • /
    • pp.312-315
    • /
    • 1995
  • The base/gate drive suppression method proposed by Joshi and Bose is that which detects the output current polarity of the leg and, according to the polarity, suppresses the base/gate drive of one of the ore switching devices of the leg. This method has the merit that it does not have the conventional dead time problem, reduces the power loss of the driving circuit and others. But this method has difficulty in implementation. In this paper, a new base/gate drive suppression method by detecting not the output current polarity but the output voltage polarity is proposed. The proposed method is easier to implement than Joshi and Bose's method.

  • PDF

Swimming pattern analysis of a Diving beetle for Aquatic Locomotion Applying to Articulated Underwater Robots (다관절 유영로봇에 적용하기 위한 물방개의 유영패턴 분석)

  • Kim, Hee-Joong;Lee, Ji-Hong
    • The Journal of Korea Robotics Society
    • /
    • v.7 no.4
    • /
    • pp.259-266
    • /
    • 2012
  • In these days, researches about underwater robots have been actively in progress for the purposes of ocean detection and resource exploration. Unlike general underwater robots such as ROV(Remotely Operated Vehicle) and AUV(Autonomous Underwater Vehicle) which have propellers, an articulated underwater robot which is called Crabster has been being developed in KORDI(Korea Ocean Research & Development Institute) with many cooperation organizations since 2010. The robot is expected to be able to walk and swim under the sea with its legs. Among many researching fields of this project, we are focusing on a swimming section. In order to find effective swimming locomotion for the robot, we approached this subject in terms of Biomimetics. As a model of optimized swimming organism in nature, diving beetles were chosen. In the paper, swimming motions of diving beetles were analyzed in viewpoint of robotics for applying them into the swimming motion of the robot. After modeling the kinematics of diving beetle through robotics engineering technique, we obtained swimming patterns of the one of living diving beetles, and then compared them with calculated optimal swimming patterns of a robot leg. As the first trial to compare the locomotion data of legs of the diving beetle with a robot leg, we have sorted two representative swimming patterns such as forwarding and turning. Experimental environment has been set up to get the motion data of diving beetles. The experimental equipment consists of a transparent aquarium and a high speed camera. Various swimming motions of diving beetles were recorded with the camera. After classifying swimming patterns of the diving beetle, we can get angular data of each joint on hind legs by image processing software, Image J. The data were applied to an optimized algorithm for swimming of a robot leg which was designed by robotics engineering technique. Through this procedure, simulated results which show trajectories of a robot leg were compared with trajectories of a leg of a diving beetle in desired directions. As a result, we confirmed considerable similarity in the result of trajectory and joint angles comparison.

Analysis on the Walking Volumes of a Hexapod System with General 3R Link Legs (일반적 3R 링크를 갖는 6각 보행로봇 다리의 보행체적에 대한 해석)

  • Han, Gyu-Beom;Yang, Chang-Il;Baek, Yun-Su
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.20 no.7
    • /
    • pp.2205-2212
    • /
    • 1996
  • In order to move the body of a walking robot translationally, and step over the obstacles, the walking robot must have at least 3 degrees of freedom for each leg. Therefore each leg of the general walking robots can be composed of 3-link system with 3 revolute joints. In this paper, the colsed form of inverse kinimatic solutions is shown for this general 3R linkage. Moreover, in order to have efficient walking volume in rough terrain, the workspace of each log is obtained considering the twist angles and the offsets in D-H parameters. When we design a walking robot, the information of the walking volume is needed for planning desired trajectories of the feet effectively. Appropriate knowledge of the walking volume can also be used to maximize linear or angular velocity of minimize power of stress. However, since it is impossible to obrain the information of walking volume in 3-D space directly from the kinematic equations, the walking volume can be searched through the edge detection algorithm using the triangle tracer with closed from inverse kinematic solutions. In this study, we present the closed form inverse kinematic solutions for 3R linkage model, and the walking volume of 6 legged walking robot which is modeled after the darking bettle, Eleodes obscura sulcipennis, through the method of edge detection for an arbitrary 2 dimensional shape using triangle tracer.

A Neuro-Fuzzy Inference System for Sensor Failure Detection Using Wavelet Denoising, PCA and SPRT

  • Na, Man-Gyun
    • Nuclear Engineering and Technology
    • /
    • v.33 no.5
    • /
    • pp.483-497
    • /
    • 2001
  • In this work, a neuro-fuzzy inference system combined with the wavelet denoising, PCA (principal component analysis) and SPRT (sequential probability ratio test) methods is developed to detect the relevant sensor failure using other sensor signals. The wavelet denoising technique is applied to remove noise components in input signals into the neuro-fuzzy system The PCA is used to reduce the dimension of an input space without losing a significant amount of information. The PCA makes easy the selection of the input signals into the neuro-fuzzy system. Also, a lower dimensional input space usually reduces the time necessary to train a neuro-fuzzy system. The parameters of the neuro-fuzzy inference system which estimates the relevant sensor signal are optimized by a genetic algorithm and a least-squares algorithm. The residuals between the estimated signals and the measured signals are used to detect whether the sensors are failed or not. The SPRT is used in this failure detection algorithm. The proposed sensor-monitoring algorithm was verified through applications to the pressurizer water level and the hot-leg flowrate sensors in pressurized water reactors.

  • PDF