• 제목/요약/키워드: action threshold

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사람 행동 인식에서 반복 감소를 위한 저수준 사람 행동 변화 감지 방법 (Detection of Low-Level Human Action Change for Reducing Repetitive Tasks in Human Action Recognition)

  • 노요환;김민정;이도훈
    • 한국멀티미디어학회논문지
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    • 제22권4호
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    • pp.432-442
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    • 2019
  • Most current human action recognition methods based on deep learning methods. It is required, however, a very high computational cost. In this paper, we propose an action change detection method to reduce repetitive human action recognition tasks. In reality, simple actions are often repeated and it is time consuming process to apply high cost action recognition methods on repeated actions. The proposed method decides whether action has changed. The action recognition is executed only when it has detected action change. The action change detection process is as follows. First, extract the number of non-zero pixel from motion history image and generate one-dimensional time-series data. Second, detecting action change by comparison of difference between current time trend and local extremum of time-series data and threshold. Experiments on the proposed method achieved 89% balanced accuracy on action change data and 61% reduced action recognition repetition.

대여장비의 신뢰도 기반 예방보전 정책을 통한 최적 의사결정 과정 개발 (Developing the Optimal Decision-Making Process through Preventive Maintenance Policy Based on the Reliability Threshold for Leased Equipment)

  • 배기호;이주현;박성환;안선응
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제17권3호
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    • pp.246-255
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    • 2017
  • Purpose: This study proposes the optimal PM (preventive maintenance) policy of leased equipment for lessee's decision-making using two types of reliability condition. Methods: We consider reliability threshold based PM model. Equipment reliability is estimated and used as condition variable. The effect of repair for maintenance is imperfect and represented by age reduction factor. Results: We provide two PM policies. Policy 1 is focused on minimized total cost. This policy guarantees reliability threshold until last maintenance action. Policy 2 focus on maintaining reliability threshold during leased period. The proposed approach provides optimal reliability threshold under number of PM. Through result, we finally construct decision-making process for lessee using reliability threshold and end of reliability. Conclusion: This study provides two PM policy for lessee's decision-making. Through numerical example, we get a result of optimal reliability threshold, number of PM, optimum alternative under lessee's reliability condition.

Antiinflammatory and Analgesic Effects of Higenamine, a Component of Aconiti Tuber

  • Shin, Kuk-Hyun;YunChoi, Hye-Sook;Chung, Ha-Sook;Koo, Kyung-Ah;Kim, Deuk-Joon
    • Natural Product Sciences
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    • 제2권1호
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    • pp.24-28
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    • 1996
  • The antiinflammatory and analgesic activities of higenamine were evaluated by measuring edema volume and pain threshold in adjuvant arthritic rats and acetic acid-induced writhing test in mice. Higenamine, with consecutive oral administrations at doses of 10 and 50 mg/kg/day, showed significant antiedemic effect and elevation of pain threshold during the secondary lesion of adjuvant arthritis. Higenamine also showed a significant inhibition of acetic acid-induced writhing syndrome with a single oral administration (200 mg/kg). From these results, it is postulated that higenamine might possess both of centrally and peripherally mediated analgesic properties.

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Recognition of Falls and Activities of Daily Living using Tri-axial Accelerometer and Bi-axial Gyroscope

  • Park, Geun-chul;Kim, Soo-Hong;Kim, Jae-hyung;Shin, Beum-joo;Jeon, Gye-rok
    • 센서학회지
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    • 제25권2호
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    • pp.79-85
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    • 2016
  • This paper proposes a threshold-based fall recognition algorithm to discriminate between falls and activities of daily living (ADL) using a tri-axial accelerometer and a bi-axial gyroscope sensor mounted on the upper sternum. The experiment was executed ten times according to the proposed experimental protocol. The output signals of the tri-axial accelerometer and the bi-axial gyroscope were measured during eight falls and eleven ADL action sequences. The threshold values of the signal vector magnitude (SVM_Acc), angular velocity (${\omega}_{res}$), and angular variation (${\theta}_{res}$) parameter were calculated using MATLAB. From the preliminary study, three thresholds (TH1, TH2, and TH3) were set so that the falls could be distinguished from ADL. When the parameter SVM_Acc is greater than 2.5 g (TH1), ${\omega}_{res}$ is greater than 1.75 rad/s (TH2), and ${\theta}_{res}$ is greater than 0.385 rad (TH3), these action sequences are recognized as falls. If at least one or more of these conditions is not satisfied, the sequence is classified as ADL.

Photokinesis of Cyanobacterium Synechocystis sp. PCC 6803

  • Chung, Young-Ho;Park, Young-Mok;Moon, Yoon-Jung;Lee, Eun-Mi;Choi, Jong-Soon
    • Journal of Photoscience
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    • 제11권3호
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    • pp.89-94
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    • 2004
  • Motile cyanobacterium Synechocystis sp. PCC 6803 cells show photomovement with respect to the light stimulus. Under lateral irradiation, Synechocystis displays a phototactic gliding movement toward the light source by a twodimensional random biased walk. Under vertical irradiation, Synechocystis decreased the frequency of mean vectorial gliding speed dependent on the applied fluence rate, whereas the deviation distribution width of the speed increased. This strongly suggests the involvement of photokinesis. Evidence for the cyanobacterial photokinesis was discussed in the previous report (Choi et al., 1999. Photochem. Photobiol. 70, 95-102) demonstrating that the gross scalar speed of vertically irradiating cells increased by about 50% compared with that of dark-adapted cells. In the visible wavelength range, Synechocystis cells showed a maximal photokinetic activity at 420 nm and a second maximal activity at 680 nm. The threshold action spectrum for the photokinesis resembles the absorption spectrum of chlorophyll with major differences in the phototaxis action spectrum at 560 nm and 660 nm. We postulate that the cyanobacterial photokinesis is powered by the energy-generating chlorophyll pigments.

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에너지 추종방법을 이용한 안정적 햅틱 상호작용 (Stable Haptic Interaction with Reference Energy Following Scheme)

  • 유지환
    • 제어로봇시스템학회논문지
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    • 제12권3호
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    • pp.277-283
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    • 2006
  • A recently proposed method for stabilizing haptic interfaces and teleoperation systems was tested with a 'PHANToM' commercial haptic device. The 'Passivity Observer' (PO) and 'Passivity Control1er' (PC) stabilization method was applied to stabilize the system but also excited a high frequency mode in the device. To solve this problem, we propose a method to use a timevarying desired energy threshold instead of fixed zero energy threshold for the PO, and make the actual energy input follow the timevarying energy threshold. With the time-varying energy threshold, we make the PC control action smooth without sudden impulsive behavior by distributing the dissipation. The proposed new PO/PC approach is applied to PHANToM with high stiffness (K = 5000N/m), and stable and smooth contact is guaranteed. Resetting and active environment display problems also can be solved with the reference energy following idea.

Discrimination of Fall and Fall-like ADL Using Tri-axial Accelerometer and Bi-axial Gyroscope

  • Park, Geun-Chul;Kim, Soo-Hong;Baik, Sung-Wan;Kim, Jae-Hyung;Jeon, Gye-Rok
    • 센서학회지
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    • 제26권1호
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    • pp.7-14
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    • 2017
  • A threshold-based fall recognition algorithm using a tri-axial accelerometer and a bi-axial gyroscope mounted on the skin above the upper sternum was proposed to recognize fall-like activities of daily living (ADL) events. The output signals from the tri-axial accelerometer and bi-axial gyroscope were obtained during eight falls and eleven ADL action sequences. The thresholds of signal vector magnitude (SVM_Acc), angular velocity (${\omega}_{res}$), and angular variation (${\theta}_{res}$) were calculated using MATLAB. When the measured values of SVM_Acc, ${\omega}_{res}$, and ${\theta}_{res}$ were compared to the threshold values (TH1, TH2, and TH3), fall-like ADL events could be distinguished from a fall. When SVM_Acc was larger than 2.5 g (TH1), ${\omega}_{res}$ was larger than 1.75 rad/s (TH2), and ${\theta}_{res}$ was larger than 0.385 rad (TH3), eight falls and eleven ADL action sequences were recognized as falls. When at least one of these three conditions was not satisfied, the action sequences were recognized as ADL. Fall-like ADL events such as jogging and jumping up (or down) have posed a problem in distinguishing ADL events from an actual fall. When the measured values of SVM_Acc, ${\omega}_{res}$, and ${\theta}_{res}$ were applied to the sequential processing algorithm proposed in this study, the sensitivity was determined to be 100% for the eight fall action sequences and the specificity was determined to be 100% for the eleven ADL action sequences.

The Mechanism of Thermoregulatory Action of Capsaicin Is Different from That of Its Antinociceptive Effect in Guinea Pig

  • Yi-Sook JUNG;Tai-Soon CHO;Shin, Hwa-Sup
    • Biomolecules & Therapeutics
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    • 제5권2호
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    • pp.211-214
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    • 1997
  • In the present study, we investigated the mechanisms of antinociceptive effect and thermoregulatory action of capsaicin in guinea pigs. The administration of capsaicin (5 mg/kg, s.c.) caused a significant decrease in frequency of eye wiping, an indicative of nociceptive threshold. This antinociceptive effect of calsaicin was abolished by co-administration of capsazepine (30 mg/kg, s.c.) with capsaicin, suggesting the involvement of a vanilloid receptor in the antinociceptive action of capsaicin. The administration of capsaicin (1 mg/kg, s.c.) produced a significant decrease in body temperature of guinea pigs. The maximum decrease in body temperature by 2 degrees was shown 1 hour after the treatment, and this decrease was not reversed by coadministration of capsazepine. In conclusion, it is suggested that the mechanism of action of capsaicin-induced thermoregulation involves different pathways from that of capsaicin-induced antinociception.

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Solvent Effects on Action Spectra for The Photodecomposition of N-Acetylphenylalanyl-L-Tryptophan and 3-Methyl Indole

  • Yoon, Min-Joong;Chung, Bong-Sik
    • Bulletin of the Korean Chemical Society
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    • 제5권5호
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    • pp.194-198
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    • 1984
  • The UV action spectra and quantum yields for photodestruction of tryptophan (Trp) in peptide such as N-acetylphenylalanyl-L-tryptophan (NAPT) and 3-methyl indole (scatole) were determined in aerated aqueous and organic solvents. The photodestruction of aqueous NAPT was shown to be initiated by photoionization without requirement of threshold energy, as demonstrated by the similarity of fluence effect curves obtained for the action at various wavelengths and the wavelength dependence of quantum yield comparable to that reported for the photoionization of L-Trp. N-formylkynurenine (NFK)-type photoproduct, which is a photodynamic sensitizer, was not found to be involved in the photodestruction of Trp in NAPT in aqueous solution. In contrast, the action spectra of NAPT and scatole in organic solvents have revealed evidences for the significant role of internal photosensitization by NFK-type photoproduct in photolysis of Trp in peptide.

온주밀감에서 귤응애의 이항표본조사법 개발 (Binomial Sampling Plans for the Citrus Red Mite, Panonychus citri(Acari: Tetranychidae) on Satsuma Mandarin Groves in Jeju)

  • 송정흡;이창훈;강상훈;김동환;강시용;류기중
    • 한국응용곤충학회지
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    • 제40권3호
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    • pp.197-202
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    • 2001
  • 제주지역의 온주밀감 과수원에서 귤응애(Panonychus citri (McGregor)) 밀도에 대해 잎당 응애수를 2년에 걸쳐 조사하였다. 이항표본조사법은 잎당 귤응애의 밀도와(m)와 귤응애가 T마리보다 많이 존재하는 잎의 비율($P_{T}$)과의 관례를 기본으로 하며, T는 경험적 이항분포모형 [$ln(m)-{\alpha}+{\beta}ln(-ln(1-P_{T}))$]에서의 tally threshold로서 본 연구에서는 1, 3, 5, 7을 사용하였다. 표본단위 수의 증가는 T와 관계없이 이항분포 모형의 정확도에 영향이 거의 없었던 반면에 T는 값이 증가함에 따라 표본수를 증가시켜도 정확도가 낮아졌다. 이항분포모형의 정확도는 T=1일 때 가장 높았으며, 최적의 tally threshold인 것으로 나타났다. 또한, 이항표본조사의 유효성을 조사하기 위하여 독립된 표본을 추출, 조사하였으며, 그 결과 온주밀감원에서 귤응애 밀도추정에는 T=1인 경우가 적합한 것으로 판단되었다. 또한, 귤응애 밀도를 분류하기 위한 이항표본조사과정을 개발하여 action threshold가 귤응애 밀도가 잎당 2마리일 때의 이항표본조사 프로그램을 작성하였다.

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