• Title/Summary/Keyword: F-Measure

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Fast Lamp Pairing-based Vehicle Detection Robust to Atypical and Turn Signal Lamps at Night

  • Jeong, Kyeong Min;Song, Byung Cheol
    • IEIE Transactions on Smart Processing and Computing
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    • v.6 no.4
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    • pp.269-275
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    • 2017
  • Automatic vehicle detection is a very important function for autonomous vehicles. Conventional vehicle detection approaches are based on visible-light images obtained from cameras mounted on a vehicle in the daytime. However, unlike daytime, a visible-light image is generally dark at night, and the contrast is low, which makes it difficult to recognize a vehicle. As a feature point that can be used even in the low light conditions of nighttime, the rear lamp is virtually unique. However, conventional rear lamp-based detection methods seldom cope with atypical lamps, such as LED lamps, or flashing turn signals. In this paper, we detect atypical lamps by blurring the lamp area with a low pass filter (LPF) to make out the lamp shape. We also propose to detect flickering of the turn signal lamp in a manner such that the lamp area is vertically projected, and the maximum difference of two paired lamps is examined. Experimental results show that the proposed algorithm has a higher F-measure value of 0.24 than the conventional lamp pairing-based detection methods, on average. In addition, the proposed algorithm shows a fast processing time of 6.4 ms per frame, which verifies real-time performance of the proposed algorithm.

HPLC analysis of Polycyclic Aromatic Hydrocarbons(PAHs) in Mussels(Mytilus edulis) living in the Intertidal Zone of Kori, Korea

  • Noh, Il
    • Journal of Environmental Science International
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    • v.11 no.5
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    • pp.455-461
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    • 2002
  • Polycyclic aromatic hydrocarbons(PAHs) are ubiquitous contaminants in coastal marine environment. PAHs enter estuarine and nearshore marine environment via several routes such as combustion of fossil fuels, domestic and industrial effluents and oil spills. In August of 1997, mussels(Mytilus edulis) were collected at 6 sites near Kori nuclear power plant in order to analyze the PAH content by HPLC with uv/vis detection. Unfortunately, I could not find any living oysters in which I firstly intended to measure the PAH content in the study area. NPTHL and ANCPL were the major dominant PAH compounds in mussels living in the intertidal zone of Kori, Korea, and DahA, BbF, BaP were the next dominant PAH group in mussels in the study area. The mean concentrations of 15 PAH in mussels ranged from 3.2 to 1,680 ppb(mean 105$\pm$60.5 ppb). Compared with other studies world over, the concentrations of carcinogenic PAHs were relatively low in mussels in the study area, even though total PAH content was rather high. According to N/P(Naphthalene/Phenanthrene) ratio(147) and the ratio of 2∼3 ring to 3∼5 ring PAHs(58∼90 %) in mussels in the study area, I expect that the major source of PAHs in this study area is rather fresh petroleum-derived. This study presents preliminary data for the PAH levels in mussels from the intertidal zone of Kori, and the data will hopefully be utilized for the assessment of oil pollution in the East Sea, Korea.

A study of consumer한s eating-out pattern in korea (한국인의 외식행태에 관한 실증 연구)

  • 임붕영
    • Culinary science and hospitality research
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    • v.2
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    • pp.209-235
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    • 1996
  • This study assesses consumer's eating-out pattern for Foodservice industry in Korea. Foodservice industry has become increasingly important because many businessman are looking it difficult to develop successful business as a consequence of the rapid growth in Foodservice industry in Korea This exploratory study originally nation-wide surveyed a 1450 consumer over the country. A research was conducted from July 1, to July 10, 1996 using as its subject domestic consumer over the country. The data obtained from the returned questionnaires was coded and transcribed for statistical analysis. The Statistical Package for social science program (SPSS) was used for computer analysis of the data. Findings indicated the problems of management structures, managerial techniques, and laggard counter measure against the korean government's open-door policy for dining-out industry. It is found that taste, F/B price, atmosphere are considered important in choice of restaurant. And korean consumer think it is that restaurant location, physical, evidence, quality of service, Ads of mouth and cleanliness. With the importance of dining-out industry to the business, economic, and social development of korea, it is imperative to bridge this gap for sustained growth and development. Moreover, this study for advancement and improvement through concrete and multi-directional data collection and in-depth analysis of consumer's eating-out pattern realities is required.

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A Study of Motivational Factors and Health Behaviors in Patients with Coronary Artery Disease (관상동맥질환자의 동기요인과 건강행위에 관한 연구)

  • Kim, Kum-Ja;Yi, Myung-Sun
    • The Korean Journal of Rehabilitation Nursing
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    • v.10 no.2
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    • pp.125-133
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    • 2007
  • Purpose: The purpose of this study was to identify motivational factors that may influence health behaviors of patients with coronary artery disease. Methods: Structured questionnaires were used with a convenience sample of 164 subjects who were discharged from the hospital. The subjects were recruited for an interview at outpatient clinic in hospitals. The tools for the study were the motivational factors and health behaviors measure for the Elderly with cardiovascular disease. The data were analyzed using frequency, t-test, ANOVA, sheffe, Pearson correlation coefficient and stepwise multiple regressions. Results: There were significant correlations between motivational factors and health behaviors, ranging from r=.192 to .692. Stepwise multiple regression analyses indicated that 51% of variance in health behaviors was explained by self-efficacy and perceived benefits among four motivational factors(F=34.988, p<.01). Self-efficacy contributed the greatest amount of variance in health behaviors(${\beta}=.467$), followed by perceived benefits(${\beta}=.235$). Conclusions: The results of the study indicate that motivation, especially self-efficacy, was very important in predicting health behaviors of patients with coronary artery disease. Thus it would be necessary to include motivational factors in designing rehabilitation program for people with coronary artery disease.

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Voice Quality of Dysarthric Speakers in Connected Speech (연결발화에서 마비말화자의 음질 특성)

  • Seo, Inhyo;Seong, Cheoljae
    • Phonetics and Speech Sciences
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    • v.5 no.4
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    • pp.33-41
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    • 2013
  • This study investigated the perceptual and cepstral/spectral characteristics of phonation and their relationships in dysarthria in connected speech. Twenty-two participants were divided into two groups; the eleven dysarthric speakers were paired with matching age and gender healthy control participants. A perceptual evaluation was performed by three speech pathologists using the GRBAS scale to measure the cepstrual/spectral characteristics of phonation between the two groups' connected speech. Correlations showed dysarthric speakers scored significantly worse (with a higher rating) with severities in G (overall dysphonia grade), B (breathiness), and S (strain), while the smoothed prominence of the cepstral peak (CPPs) was significantly lower. The CPPs were significantly correlated with the perceptual ratings, including G, B, and S. The utility of CPPs is supported by its high relationship with perceptually rated dysphonia severity in dysarthric speakers. The receiver operating characteristic (ROC) analysis showed that the threshold of 5.08 dB for the CPPs achieved a good classification for dysarthria, with 63.6% sensitivity and the perfect specificity (100%). Those results indicate the CPPs reliably distinguished between healthy controls and dysarthric speakers. However, the CPP frequency (CPP F0) and low-high spectral ratio (L/H ratio) were not significantly different between the two groups.

Training Effect of Symmetrical Standing Posture in Hemiplegic Patients Using Auditory and Visual Biofeedback (시각 및 청각 되먹임을 통한 편마비 환자의 좌우대칭적 서기자세 훈련효과)

  • Kim, Hyong-Back;Lee, Soo-Chul;Choo, Do-Youn;Choi, Kyu-Hwan
    • Physical Therapy Korea
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    • v.3 no.2
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    • pp.42-48
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    • 1996
  • Weight bearing training on the involved leg is impotant for ambulation and activities of daily living in ambulatory hemiplegic patients. Traditionally, physical therapists have relied on exercise therapy and subjective evaluation. The goal for this study was to measure lower extremity weight distribution in standing with ten hemiplegic pations(M:8, F:2) and to determine the traing effect on symmetrical standing posture using a "Limloader". The Limloader is a machine designed for training symmetrical weight bearing posture. The results showed that the ability to keep the center of gravity within the limits for balance was improved significantly but the ability to adjust weight bearing on the involved leg was not (p<0.05). This study demostrated that hemiplegics can improved their symmetrical weight bearing ability using sensory biofeedback.

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Experimental Verification of DC/DC Converter Power Loss Model in Severe Temperature Condition (가혹온도조건에서 DC/DC 변환기 전력손실모델의 실험적 검증)

  • Noh, Myounggyu;Kim, Sunyoung;Park, Young-Woo;Jung, Doo-Hwan
    • Journal of the Korean Society for Precision Engineering
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    • v.32 no.5
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    • pp.455-461
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    • 2015
  • This paper deals with an experimental verification of a temperature-dependent power loss model of a DC/DC converter in severe temperature conditions. The power loss of a DC/DC converter is obtained by summing the losses by the components constituting the converter including switching elements, diodes, inductors, and capacitors. MIL-STD-810F stipulates that any electronic devices must be operable in the temperature ranging from $-50^{\circ}C$ to $70^{\circ}C$. We summarized the temperature-dependent loss models for the converter components. A SEPIC-type converter is designed and built as a target. Using a constant-temperature chamber, a test rig is set up to measure the power loss of the converter. The experimental results confirm the validity of the loss model within 4.5% error. The model can be useful to predict the efficiency of the converter at the operating temperature, and to provide guidelines in order to improve the efficiency.

Variable Effect of Estrogen on Fibroblast Proliferation and Collagen Synthesis by Gender and Age (에스트로겐이 진피섬유아세포의 증식 및 교원질합성에 미치는 영향의 다양성)

  • Shin, Seung Han;Won, Chang Hoon;Han, Seung Kyu;Kim, Woo Kyung
    • Archives of Plastic Surgery
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    • v.32 no.3
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    • pp.363-368
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    • 2005
  • It was assumed that the effect of estrogen on wound healing would be variable according to patient's gender and age since estrogen is a sex steroid. This study was designed to determine the variability of the effect of estrogen on proliferation of human dermal fibroblasts and collagen synthesis which are most important in wound healing considering patient's gender and age. Fibroblasts were isolated from the dermis of female patients in premenstrual, menstrual, or postmenopausal age group and that of male patients. The isolated fibroblasts were cultivated in the presence of estrogen($1.0{\mu}g/ml$). The cells were seeded at $5.0{\times}10^3cell/well$ in Dulbecco's Modified Eagle's Medium/Ham's F-12 nutrient including 5% fetal bovine serum in 96-well plates. The cells were incubated for 3 days. For fibroblast proliferation MTT assay method was used. To measure the production of collagen, the collagen type I carboxy- terminal propeptide enzyme immunoassay was carried out. Estrogen stimulated the proliferation of fibroblasts in female patients, but not in male patients. The greatest cell proliferation and collagen synthesis was seen at women in menstrual and postmenopausal age. These results demonstrated that effects of estrogen on dermal fibroblast proliferation and collagen synthesis were variable with gender and age.

Performance Evaluation of Plate Heat Exchanger with Chevron Angle Variations (쉐브론 각도변화에 따른 판형 고온 용액열교환기의 성능평가)

  • Kwon, Oh-Kyung;Cha, Dong-An;Yun, Jae-Ho;Kim, Hyo-Sang
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.33 no.7
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    • pp.520-526
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    • 2009
  • The objectives of this paper are to measure the heat transfer and pressure drop of the plate heat exchangers for absorption system applications. Three types of plate heat exchangers with different chevron angles are tested in the present experiment. Heat transfer and pressure drop performance of plate heat exchangers are measured in various operating conditions, and compared each other. The results show that the heat transfer rate of high theta ($120^{\circ}$) and mixed theta plate heat exchanger increases about 118% and 98% at the solution flow rate 350 kg/h compared to that of low theta ($60^{\circ}$), respectively. The effectiveness of high theta was evaluated about $0.53{\sim}0.85$ in this experimental range. The experimental correlations of the Nu and f were developed with error bands of ${\pm}7%$ and ${\pm}12%$.

Multi-scale Diffusion-based Salient Object Detection with Background and Objectness Seeds

  • Yang, Sai;Liu, Fan;Chen, Juan;Xiao, Dibo;Zhu, Hairong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.10
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    • pp.4976-4994
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    • 2018
  • The diffusion-based salient object detection methods have shown excellent detection results and more efficient computation in recent years. However, the current diffusion-based salient object detection methods still have disadvantage of detecting the object appearing at the image boundaries and different scales. To address the above mentioned issues, this paper proposes a multi-scale diffusion-based salient object detection algorithm with background and objectness seeds. In specific, the image is firstly over-segmented at several scales. Secondly, the background and objectness saliency of each superpixel is then calculated and fused in each scale. Thirdly, manifold ranking method is chosen to propagate the Bayessian fusion of background and objectness saliency to the whole image. Finally, the pixel-level saliency map is constructed by weighted summation of saliency values under different scales. We evaluate our salient object detection algorithm with other 24 state-of-the-art methods on four public benchmark datasets, i.e., ASD, SED1, SED2 and SOD. The results show that the proposed method performs favorably against 24 state-of-the-art salient object detection approaches in term of popular measures of PR curve and F-measure. And the visual comparison results also show that our method highlights the salient objects more effectively.