• Title/Summary/Keyword: action

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Human Action Recognition in Still Image Using Weighted Bag-of-Features and Ensemble Decision Trees (가중치 기반 Bag-of-Feature와 앙상블 결정 트리를 이용한 정지 영상에서의 인간 행동 인식)

  • Hong, June-Hyeok;Ko, Byoung-Chul;Nam, Jae-Yeal
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38A no.1
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    • pp.1-9
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    • 2013
  • This paper propose a human action recognition method that uses bag-of-features (BoF) based on CS-LBP (center-symmetric local binary pattern) and a spatial pyramid in addition to the random forest classifier. To construct the BoF, an image divided into dense regular grids and extract from each patch. A code word which is a visual vocabulary, is formed by k-means clustering of a random subset of patches. For enhanced action discrimination, local BoF histogram from three subdivided levels of a spatial pyramid is estimated, and a weighted BoF histogram is generated by concatenating the local histograms. For action classification, a random forest, which is an ensemble of decision trees, is built to model the distribution of each action class. The random forest combined with the weighted BoF histogram is successfully applied to Standford Action 40 including various human action images, and its classification performance is better than that of other methods. Furthermore, the proposed method allows action recognition to be performed in near real-time.

Effect of Dopamine, SKF 81297, a Dopamine D$_1$-Receptor Agonist and TNPA, a Dopamine D$_2$-Receptor Agoinst on the Blood Pressure in Rats (Dopamine, Dopamine D$_1$-Receptor 효능제인 SKF 81297 및 Dopamine, D$_2$-Receptor 효능제인 TNPA의 흰쥐 혈압에 대한 영향)

  • Ko, Suk-Tai;Lim, Dong-Yoon
    • Proceedings of the Korean Society of Applied Pharmacology
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    • 2001.11a
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    • pp.97-97
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    • 2001
  • This Study was attempted to investigate tile effect of dopamine, SKF 81297, a dopamine D$_1$-receptor agonist, and TNPA, a dopamine D$_2$-receptor agonist, on the blood pressure in rat. Dopamine exhibited the hypertensive action in proportion to the doses of 1.0, 3.0 arid 10.0 $\mu\textrm{g}$/kg i.v., these hypertensive action of dopamine was blocked significantly by SCH 23390, a dopamine D$_1$-receptor antagonist, on the other hand, more potentiated by raclopride, a dopamine D$_1$-receptor antagonist. SKF 81297 produced hypertensive action in a dose of 1.0 $\mu\textrm{g}$/kg i.v., wherease hypotensive action in proportion to administered doses 3.0 and 10.0 $\mu\textrm{g}$/kg i.v., these hypertensive action of SKF 81297 in a dose of 1.0 $\mu\textrm{g}$/kg i.v. was not influenced by SCH 23390 or raclopride, but hypotensive action of SKF 81297 in tile doses of 3.0 and 10.0 $\mu\textrm{g}$/kg i.v. was weakened significantly by SCH 23390, but more strenthened by raclopride. TNPA showed the hypotensive action in inverse proportion to administered doses of 1.0, 3.0 and 10.0 $\mu\textrm{g}$/kg i.v., these hypotensive action was reversed to hypertensive action in inverse proportion to the administered doses of TNPA by SCH 23390 and raclopride.

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Further Investigation of the Action Mechanism of GS 389: a Thromboxane $A_2$ Antagonistic Action

  • Noh, Hong-Ki;Chang, Ki-Churl
    • Biomolecules & Therapeutics
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    • v.3 no.2
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    • pp.143-148
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    • 1995
  • Recently, we reported that GS 389 has vasodilating action without cardiac inotropic action (Chang et al., Can. J. Physiol. Pharmacol. 72, 327-334, 1994). However the mechanism of action of GS 389 has not been thoroughly evaluated. In the present study, we performed functional study of GS 389 in rat trachealis, thoracic aorta, pig coronary artery by isometric tension and in human platelets by aggregation experiments. We also tested if GS 389 influences on $Ca^{2+}$movement and inositol phosphate metabolism. In rat trachealis, GS 389 concentration-dependently relaxed carbachol (0.1 $\mu$M)- and high $K^{+}$(65.4 mM)-induced contraction with p$IC_{50}$/ of 4.43$\pm$ 0.19 and 4.11$\pm$0.12, respectively. In $Ca^{2+}$-free media, GS 389 inhibited carbachol-induced phasic contraction. In rat thoracic aorta, GS 389 inhibited $^{45}$ Ca uptake due to norepinephrine and high $K^{+}$, indicating that GS 389 has direct inhibitory action of $Ca^{2+}$movement. Furthermore, GS 389 competitively inhibited U46619-induced contraction in rat thoracic aorta and pig coronary artery with K, values of 5.23$\pm$0.12 and 5.56$\pm$0.14, respectively, and inhibited U 46619-induced phosphatidylinositide (PI) turnover in rat aorta. GS 389 also concentration-dependently inhibited the human platelet aggregation against U 46619 with p$IC_{50}$/ 5.66$\pm$0.02. These results indicate that GS 389 has thromboxane $A_2$ antagonistic action in vascular and platelets as well as direct action on $Ca^{2+}$ movement, which may account, at least in part, for relaxing action of rat trachealis. trachealis.

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Mediating Effect of Challenging Work in the Relationship between Cognitive Style and Creative Action in Clinical Nurses (임상간호사의 인지스타일과 창의적 행동 간에 직무 도전성의 매개효과)

  • Koh, Myung Suk;Jeon, Kyeong Deok
    • Journal of Korean Academy of Nursing Administration
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    • v.19 no.2
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    • pp.273-281
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    • 2013
  • Purpose: The purpose of this study was to identify the relationship among cognitive style, creative action, and challenging work and then determine whether challenging work has a mediating effect between cognitive style and creative action. Methods: Data were collected from a convenience sample of 275 clinical nurses who graduated from 3-year nursing schools and worked in hospitals in Seoul or Kyungki Province. The questionnaire included measurements of cognitive style, creative action and challenging work. Data were analyzed using descriptive statistics, correlation, T-test, ANOVA, Duncan test, and hierarchical multiple regression. Results: Mean scores for cognitive style, creative style, and challenging work were $3.28{\pm}0.42$, $3.22{\pm}0.57$, $3.40{\pm}0.63$, respectively. Significant correlations were found between cognitive style and challenging work, cognitive style and creative action, and challenging work and creative action. Cognitive style was significantly different according to years in clinical career, and in hospital size. Challenging work was significantly different according to age and position. Creative action was significantly different according to years in clinical career. Finally challenging work had a mediating effect between cognitive style and creative action. Conclusion: Findings from this study provide a comprehensive understanding of challenging work for clinical nurses and indicate related factors and importance.

Human Action Recognition Via Multi-modality Information

  • Gao, Zan;Song, Jian-Ming;Zhang, Hua;Liu, An-An;Xue, Yan-Bing;Xu, Guang-Ping
    • Journal of Electrical Engineering and Technology
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    • v.9 no.2
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    • pp.739-748
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    • 2014
  • In this paper, we propose pyramid appearance and global structure action descriptors on both RGB and depth motion history images and a model-free method for human action recognition. In proposed algorithm, we firstly construct motion history image for both RGB and depth channels, at the same time, depth information is employed to filter RGB information, after that, different action descriptors are extracted from depth and RGB MHIs to represent these actions, and then multimodality information collaborative representation and recognition model, in which multi-modality information are put into object function naturally, and information fusion and action recognition also be done together, is proposed to classify human actions. To demonstrate the superiority of the proposed method, we evaluate it on MSR Action3D and DHA datasets, the well-known dataset for human action recognition. Large scale experiment shows our descriptors are robust, stable and efficient, when comparing with the-state-of-the-art algorithms, the performances of our descriptors are better than that of them, further, the performance of combined descriptors is much better than just using sole descriptor. What is more, our proposed model outperforms the state-of-the-art methods on both MSR Action3D and DHA datasets.

A Study on the University Satisfaction and College Life of Students Admitted through the Affirmative Action Program (기회균형 선발전형 학생들의 대학만족도와 대학생활에 대한 연구)

  • Choi, Yoon-Hee;Lim, Joon-Mook
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.788-803
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    • 2022
  • This study was conducted to find out the characteristics of H University's students admitted through affirmative action program. The differences between the affirmative action program enrollment students and all students were compared by descriptive statistics and correlation analysis methods. In addition, in-depth interviews were conducted for students who entered the affirmative action program. A qualitative research method was used to analyze the contents of in-depth interviews. The results of the study are as follows. First, the higher the entrance score, the higher the university score for students in the affirmative action program. Second, the college satisfaction of students entering the affirmative action program is higher than that of students enrolled. Third, according to the results of the in-depth interview, the affirmative action program students were both active and not. In conclusion, it is necessary to establish a system in which students can actively prepare for their careers in universities. Accordingly, the expansion of the affirmative action program is likely to contribute to the development of universities.

Extensible Hierarchical Method of Detecting Interactive Actions for Video Understanding

  • Moon, Jinyoung;Jin, Junho;Kwon, Yongjin;Kang, Kyuchang;Park, Jongyoul;Park, Kyoung
    • ETRI Journal
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    • v.39 no.4
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    • pp.502-513
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    • 2017
  • For video understanding, namely analyzing who did what in a video, actions along with objects are primary elements. Most studies on actions have handled recognition problems for a well-trimmed video and focused on enhancing their classification performance. However, action detection, including localization as well as recognition, is required because, in general, actions intersect in time and space. In addition, most studies have not considered extensibility for a newly added action that has been previously trained. Therefore, proposed in this paper is an extensible hierarchical method for detecting generic actions, which combine object movements and spatial relations between two objects, and inherited actions, which are determined by the related objects through an ontology and rule based methodology. The hierarchical design of the method enables it to detect any interactive actions based on the spatial relations between two objects. The method using object information achieves an F-measure of 90.27%. Moreover, this paper describes the extensibility of the method for a new action contained in a video from a video domain that is different from the dataset used.

Experimental Study on the Effects of Jungchuntang (정천탕(定喘湯)의 효능(效能)에 관한 실험적(實驗的) 연구(硏究))

  • Park, Cheon-Su;Han, Sang-Whan
    • The Journal of Internal Korean Medicine
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    • v.17 no.1
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    • pp.175-192
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    • 1996
  • These studies were carried out to investigate the effect of Jungchuntang water extract on the inhibitory contractile action of acetylcholine in rat. The results of these studies were as follows; 1. Contractile force of acetylcholine from trachea smooth muscle in rat was significantly inhibited by Jungchuntang. 2. Dose-response of acetylcholine pretreated Jungchuntang in rat was not significantly changed. 3. Inhibitory contractile action of acetylcholine pretreated propranolol in rat was decreased. 4. Inhibitory contractile action of acetylcholine pretreated indomethacin was not significantly changed by Jungchuntang. 5. Inhibitory contractile action of acetylcholine pretreated methylene blue was significantly changed by Jungchuntang. 6. Contractile force of acetylcholine from trachea smooth muscle in rat was significantly inhibited by Jungchuntang. 7. Dose-response of acetylcholine pretreated Jungchuntang in rat was not significantly changed. 8. Inhibitory contractile action of acetylcholine pretreated propranolol in rat was decreased. 9. Inhibitory contractile action of acetylcholine pretreated indomethacin was not significantly changed by Jungchuntang. 10. Inhibitory contractile action of acetylcholine pretreated methylene blue was significantly changed by Jungchuntang.

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The Effects of Gooboeum on the Airway Smooth Muscle in the Sensitized Rats (구보음(九寶飮)이 Sensitized Rat의 기관지평골근(氣管支平滑筋)에 미치는 영향(影響))

  • Lee, Seung-Woo
    • The Journal of Internal Korean Medicine
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    • v.14 no.2
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    • pp.1-19
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    • 1993
  • This study was carried out to investigate the effects of Gooboeum extract on the inhibitory contractile action of acetylcholine in the control and sensitized rat. The results were obtained as follows: 1. The acetylcholine contractile force of the trachea smooth muscle with epithelium was significantly relaxed by Gooboeum. 2. Dose-response of acetylcholine from the trachea smooth muscle pretreated Gooboeum was not changed. 3. Effect of Gooboeum on the inhibitory contractile action of trachea smooth muscle pretreated propranolol was not significantly inhibited. 4. The inhibitory contractile action of acetylcholine of trachea smooth muscle pretreated indomethacin was not significantly changed by Gooboeum. 5. Effects of Gooboeum extract on the inhibitory contractile action of acetylcholine of trachea smooth muscle pretreated methylene blue was not significant. 6. The contractile force of acetylcholine of the trachea smooth muscle without epithelium was significantly inhibited by Gooboeum. 7. Dose-response of acetylcholine of the trachea smooth muscle pretreated Gooboeum was not significant. 8. Effects of Gooboeum extract on the inhibitory contractile action of acetylcholine of the trachea smooth muscle pretreated propranolol was significantly inhibited. 9. Effects of Gooboeum extract on the inhibitory contractile action of acetylcholine of the trachea smooth muscle pretreated indomethacin decreased. 10. Effects of Gooboeum extract on the inhibitory contractile action of acetylcholine of the trachea smooth muscle pretreated methylene blue was not significant.

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Prediction of Domain Action Using a Neural Network (신경망을 이용한 영역 행위 예측)

  • Lee, Hyun-Jung;Seo, Jung-Yun;Kim, Hark-Soo
    • Korean Journal of Cognitive Science
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    • v.18 no.2
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    • pp.179-191
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    • 2007
  • In a goal-oriented dialogue, spoken' intentions can be represented by domain actions that consist of pairs of a speech art and a concept sequence. The domain action prediction of user's utterance is useful to correct some errors that occur in a speech recognition process, and the domain action prediction of system's utterance is useful to generate flexible responses. In this paper, we propose a model to predict a domain action of the next utterance using a neural network. The proposed model predicts the next domain action by using a dialogue history vector and a current domain action as inputs of the neural network. In the experiment, the proposed model showed the precision of 80.02% in speech act prediction and the precision of 82.09% in concept sequence prediction.

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