• Title/Summary/Keyword: Joint Activity

Search Result 767, Processing Time 0.02 seconds

Human Activity Recognition Using Spatiotemporal 3-D Body Joint Features with Hidden Markov Models

  • Uddin, Md. Zia;Kim, Jaehyoun
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.10 no.6
    • /
    • pp.2767-2780
    • /
    • 2016
  • Video-based human-activity recognition has become increasingly popular due to the prominent corresponding applications in a variety of fields such as computer vision, image processing, smart-home healthcare, and human-computer interactions. The essential goals of a video-based activity-recognition system include the provision of behavior-based information to enable functionality that proactively assists a person with his/her tasks. The target of this work is the development of a novel approach for human-activity recognition, whereby human-body-joint features that are extracted from depth videos are used. From silhouette images taken at every depth, the direction and magnitude features are first obtained from each connected body-joint pair so that they can be augmented later with motion direction, as well as with the magnitude features of each joint in the next frame. A generalized discriminant analysis (GDA) is applied to make the spatiotemporal features more robust, followed by the feeding of the time-sequence features into a Hidden Markov Model (HMM) for the training of each activity. Lastly, all of the trained-activity HMMs are used for depth-video activity recognition.

Comparison of the Activity and Proprioception of Trunk Muscles According to Different Types of Bridge Exercises in Subjects with and without Chronic Low Back Pain

  • Kong, Yong-Soo;Hwang, Yoon-Tae
    • The Journal of Korean Physical Therapy
    • /
    • v.27 no.6
    • /
    • pp.400-406
    • /
    • 2015
  • Purpose: The purpose of the present study was to examine joint position senses and muscle activity in subjects with and without chronic low back pain and to determine the effects of different types of bridge exercises on their trunk muscle activity. Methods: Thrity-eight subjects with chronic low back pain and thrity healthy controls participated in the experiment. Joint position senses and trunk muscle activity levels were measured during the different bridge exercise methods. Results: The joint position senses of the healthy group and chronic low back pain group showed significant differences during lumbar flexion, lumbar extension, lumbar lateral flexion, and lumbar rotation. The muscle activity levels of the transversus abdominis (TrA), internal oblique (IO), and external oblique (EO) were highest in the prone bridge exercise (PBE) group, followed by the supine bridge swiss ball exercise (SBSE) group and supine bridge exercise (SBE) group in order of precedence. The muscle activity level of the erector spinae (ES) was highest in the SBSE group, followed by the SBE and PBE groups in order of precedence. Conclusion: Overall, the results suggest that chronic low back pain is associated with declines in joint position senses and that PBEs increase trunk muscle activity more than conventional bridge exercises.

Comparison of Muscle Activity around the Scapulothoracic Muscles According to the Angle of Shoulder Joint Abduction in the Prone Position (엎드린 자세에서 어깨관절벌림 각도 변화에 따른 어깨가슴관절 근육들의 근활성도 비교)

  • Park, Heeyong;Cha, Hyungyu
    • Journal of The Korean Society of Integrative Medicine
    • /
    • v.7 no.3
    • /
    • pp.109-115
    • /
    • 2019
  • Purpose : The purpose of this study was to investigate the activity of muscles around the scapulothoracic muscles according to the angle of shoulder joint abduction in the prone position. Methods : The participants included 15 adult males who had not undergone orthopedic surgery and did not have shoulder joint impairments. We measured the muscle activity of the upper trapezius, middle trapezius, lower trapezius, and serratus anterior at $120^{\circ}$, $90^{\circ}$, and $60^{\circ}$ shoulder joint abduction angles. Results : There was a significant difference in the comparison of muscle activity in the upper trapezius, middle trapezius, and serratus anterior muscles according to the shoulder joint abduction angle (p<.05). The results of the post test showed that the upper trapezius was significantly different between $120^{\circ}$ and $60^{\circ}$ (p<.01), and the middle trapezius was significantly different between $90^{\circ}$ and $120^{\circ}$, and between $90^{\circ}$ and $60^{\circ}$ (p<.05). There was a significant difference in the serratus anterior between $120^{\circ}$ and $90^{\circ}$ (p<.01), and $120^{\circ}$ and $60^{\circ}$ (p<.01). Conclusion : The results of this study could be used to determine an effective shoulder joint abduction angle to reduce muscle activity of the upper trapezius and increase muscle activity of the middle trapezius, lower trapezius, and serratus anterior.

Effects of Sodium Sulfate and Surfactants on Papain Treatment of Wool Fabrics

  • Kim, In Young
    • Fashion & Textile Research Journal
    • /
    • v.16 no.2
    • /
    • pp.333-338
    • /
    • 2014
  • This study identifies the effects of sodium sulfate and surfactants in the papain treatment of wool fabrics using L-cysteine and EDTA as activators. The research method involves the use of 2% L-cysteine and 7% EDTA as activators at optimal conditions, papain treatment of wool fabrics with the joint use of sodium sulfates and surfactants, and measurements of the weight loss rate, tensile strength, and whiteness. Results showed that for both 2% L-cysteine and 7% EDTA, the maximum papain activity appeared at 0.5% sodium sulfate concentration. In both cases, the papain activity was enhanced at sodium sulfate concentrations lower than 0.5%. In contrast, the papain activity declined at sodium sulfate concentrations higher than 0.5%. The joint use of EDTA with 0.5% sodium sulfate was proven to be very effective in improving the papain activity. The joint use of 2% L-cysteine with 0.5% sodium sulfate appeared slightly effective in improving the activity but resulted in excessive decrease in the tensile strength and whiteness, compared to improvement in the activity. The joint use of surfactants, in the case of L-cysteine, interrupted the papain activity and decreased the tensile strength regardless of the surfactant type and concentration. In the case of EDTA, however, the joint use with 0.1-5% non-ionic surfactants, 0.1-0.5% anionic surfactants, and 0.1% cationic surfactant appeared to improve the papain activity. The maximum papain activity was observed when 0.1% of surfactant was used, regardless of the surfactant type. The nonionic surfactant was the most effective in improving the papain activity.

Kinetic analysis of the foot and ankle (발과 족관절의 운동학적 분석)

  • Kim, Jae-Hun
    • PNF and Movement
    • /
    • v.6 no.3
    • /
    • pp.29-35
    • /
    • 2008
  • Purpose : To describes the important aspects of the foot and ankle movement and function used when git and balance strategy. Method : The foot and ankle was a very important roles in the lower limb movement and gait. This study summarizes the physiologic movement of knee to the PNF lower extremity patterns. Result : The ankle joint composed of the talocural joint, the subtalarl joint, transverse tarsal joint, talocalcaneonavicular joint. The onset of dorsiflexion muscle activity starts in pre swing gait patterns. First contract muscle is the extensor hallucis. Activity of tibialis anterior and extensor digitorum longus quickly follows in mid swing gait phase. During stance phase, the soleus and gastrocnemius muscle provided plantar flexor torque, which muscle reacts quickly to restrain ankle dorsiflexion, and contributes modulated control of the ankle motion in gait patterns. Conclusions : The understanding of ankle kinematics, could provide a good therapeutic approach for improving gait patterns in patients with various pathological condition.

  • PDF

Effect of Active Intervention after Kaltenborn's Cervical Joint Mobilization on The Cervical Spine Alignment and Muscle Activity in Patients with Forward Head Posture (칼텐본 경추 관절가동술 후 적용된 능동적 중재가 두부 전방자세 환자의 경추 정렬과 근활성도에 미치는 영향)

  • Lee, Kang-Jin;Roh, Jung-Suk;Choi, Houng-Sik;Cynn, Heon-Seock;Choi, Kyu-Hwan;Kim, Tack-Hoon
    • Journal of the Korean Society of Physical Medicine
    • /
    • v.10 no.2
    • /
    • pp.17-27
    • /
    • 2015
  • PURPOSE: The purpose of this study was to compare the effects of three interventions (intervention by passive range of motion exercise plus manual cervical traction, Mulligan's joint mobilization, and strengthening exercises) after Kaltenborn's joint mobilization on the cervical spine alignment, and muscle activity in patients with a forward head posture. METHODS: The subjects were 39 students from H University in Chungnam and C University in Jeonbuk. The subjects in each group attended training sessions three times a week for four weeks. We used one-way ANOVA and Scheffe's post hoc test to compare values between groups, and used paired t-test to compare the values of the dependent variables within groups. RESULTS: The results showed that the active intervention group experienced a significant increase compared to the passive intervention group in terms of the craniovertebral angle, cervical lordosis angle, and had significant decreases compared to the passive intervention group in terms of the upper trapezius muscle activity. The active intervention group also had significant increases in craniovertebral angle and decreased anterior scalene muscle activity than the active-assistive intervention group. The active-assistive intervention group had significant decreases compared to the active intervention group in terms of the serratus anterior, levator scapulae, and splenius capitis muscle activity. CONCLUSION: It appears that the subjects with a forward head posture had significant improvements in the cervical lordosis angle, cranial rotation angle, craniovertebral angle, and muscle activity after intervention by Mulligan's joint mobilization (active-assistive intervention component) and strengthening exercises (active intervention component) after applying Kaltenborn's joint mobilization.

Comparison of Muscle Activity during Hold-Relax and Contraction-Relax Techniques (근수축 형태(유지-이완과 수축-이완 기법)에 따른 어깨 굽힘근과 폄근의 근활성도 비교)

  • Lee, Hyun-Ok;Kwon, Yu-Jeong
    • PNF and Movement
    • /
    • v.13 no.1
    • /
    • pp.1-7
    • /
    • 2015
  • Purpose: This study aimed to examine the activity of the shoulder flexor and extensor when hold-relax and contraction-relax techniques were applied with shoulder joint flexion. Methods: The subjects of this study were 15 healthy women. With the shoulder joint flexion at $0^{\circ}$ and $90^{\circ}$, hold-relax and contraction-relax techniques were applied for the same submaximal resistance to measure the activities of the deltoid muscle anterior fiber, deltoid muscle posterior fiber, pectoralis major fiber, and latissimus dorsi muscle with surface electromyography. An independent t-test was conducted in order to compare activities of each muscle according to the two techniques. Results: When the hold-relax and contraction-relax techniques were applied with the shoulder joint flexion at $0^{\circ}$, the activities of the shoulder flexor and extensor were not significantly different, but the activity of the flexor was higher when the contraction-relax technique was applied than when the hold-relax technique was applied. When the hold-relax and contraction-relax techniques were applied with the shoulder joint flexed at $90^{\circ}$, the activities of the shoulder flexor and extensor were not significantly different, but the activity of the extensor was relatively higher than when the flexor was at $0^{\circ}$ Conclusion: When the hold-relax and contraction-relax techniques were applied with the shoulder joint flexion at $0^{\circ}$, the activities of the shoulder flexor and extensor were not significantly different, but the activity of the flexor was higher when the contraction-relax technique was applied than when the hold-relax technique was applied. When the hold-relax and contraction-relax techniques were applied with the shoulder joint flexed at $90^{\circ}$, the activities of the shoulder flexor and extensor were not significantly different, but the activity of the extensor was relatively higher than when the flexor was at $0^{\circ}$.

Effect of the Underwater Ai-Chi Exercise Program on Hip Joint Mobility, Body Balance and Posture Change Based on Amount of the Physical Activity of College Students (수중 Ai-Chi 운동프로그램이 신체 활동량에 따른 대상자의 엉덩관절 가동성과 자세 및 균형에 미치는 영향 )

  • Ki-Won Nam;Se-Hun Kim
    • Journal of the Korean Society of Physical Medicine
    • /
    • v.18 no.4
    • /
    • pp.89-96
    • /
    • 2023
  • PURPOSE: To investigate the effects of the underwater Ai-Chi exercise on the joint range of motion, balance and posture. METHODS: Thirty-six college students (30 men, 6 women) were divided into a 'low physical activity' groups (Group I). and an 'appropriate physical activity' groups (Group II). The Ai-Chi underwater exercise was conducted three times a week for two weeks for both groups. A goniometer was used to measure the range of motion of the hip joint, and Y-Balance and the posture screen mobile were used to measure the stability of the lower extremities. RESULTS: An evaluation of the range of motion of the hip joint before and after the Ai-Chi exercise showed significant results in the low physical activity group. However, the flexural range showed a significant increase after exercise, but not significant result. In the comparison of the mean increase between groups, only the right hip joint showed a significant difference in both groups. Also, in the comparison of the Y balance test and posture screen test before and after exercise, both groups showed significant. CONCLUSION: The Ai-Chi underwater exercise helped improve the range of motion of the hip joint and the ability to balance. Also It helped improve posture alignment. In addition, although the increase in all physical activity groups lower than the appropriate physical activity groups was greater in all figures, the increase in the number of samples, the extension of the experimental period, and various variables could be obtained.

The Effects of Exercise Therapy on Joint Mobility, Daily Activity, Pain and Depression in Patients with Ankylosing Spondylitis (운동요법이 강직성 척추염 환자의 관절 가동력, 일상 활동, 통증 및 우울에 미치는 효과)

  • 임현자
    • Journal of Korean Academy of Nursing
    • /
    • v.29 no.2
    • /
    • pp.328-335
    • /
    • 1999
  • This study was designed to investigate the effects of exercise therapy on joint mobility, daily activity. pain and depression of patients with ankylosing spondylitis. 25 persons with the experimental group and 25 persons with the control group were conveniently sampled among out-patients diagnosed with ankylosing spondylitis at the rheumatism center of H University Medical Center. The control patients were matched to the experimental group and they were selected considering sex and age. The exercise therapy was developed by the author with the assistance of exercise specialists. The program includes muscle relaxation, flexibility, muscle strengths, breathing strengths and straight posture exercises. The 20-minute exercise therapy was carried out to the experimental group once a day for eight weeks from October. 1997 to February, 1998. Before and after the experiments, joint mobility, daily activity, pain and depression were measured respectively. Data were analyzed by $\chi$$^2$-test. t-test, paired t-test and unpaired t-test. The results were as follows : Joint mobility(cervical flexion, extension, shoulder flexion, abduction, hip abduction, knee flexion and fingertip to floor distance) and daily activity in the experimental group after the exercise were significantly increased than that in the control group. The pain and depression score in the experimental group after the exercise were significantly decreased than that in the control group. These findings may indicate that the exercise therapy is effective in increasing the joint mobility and daily activity, and also effective in decreasing pain and depression in patients with ankylosing spondylitis, Accordingly, the exercise therapy can be adopted as an effective nursing intervention for ankylosing spondylitis.

  • PDF

The Comparative Analysis of Kinematic And Emg on Power Walking and Normal Gait (파워워킹과 일반보행의 운동학적 및 EMG 비교분석)

  • Cho, Kyu-Kwon;Kim, You-Sin;Kim, Eun-Jung
    • Korean Journal of Applied Biomechanics
    • /
    • v.16 no.2
    • /
    • pp.85-95
    • /
    • 2006
  • The purpose of this study of which 10 University students in their twenties are the objects was to examine the causal differences of kinematic and electromyography during power walking and normal gait. We came to the following conclusions. 1) It took less time to stance phase, swing phase and whole gait time during power walking compared with normal gait. 2) During power walking, the step length and step length and lower limb length are longer than that of normal gait. 3) During power walking, ankle joint angle became more plantar flexed at LIC and RTO, knee joint angle become more flexed, so did hip joint angle at LIC and RTO. Besides during power walking the shoulder joint angle movement was bigger and elbow joint angle was more flexed as the trait of power walking. 4) During power walking, through out the phase the muscle activity of all muscle was higher expecially the muscle activity of Biceps brachii, gastrocnemius medialis, gastrocnemius lateralis, Soleus was higher. Therefore during power walking, one's scope of activity and muscle activity is relatively higher than those of normal gait, so power walking helps one strengthen muscular power and energy metabolism. This will be useful information for those who are interested in diet and well-being.