• Title/Summary/Keyword: Recognition Change

Search Result 1,304, Processing Time 0.025 seconds

RPCA-GMM for Speaker Identification (화자식별을 위한 강인한 주성분 분석 가우시안 혼합 모델)

  • 이윤정;서창우;강상기;이기용
    • The Journal of the Acoustical Society of Korea
    • /
    • v.22 no.7
    • /
    • pp.519-527
    • /
    • 2003
  • Speech is much influenced by the existence of outliers which are introduced by such an unexpected happenings as additive background noise, change of speaker's utterance pattern and voice detection errors. These kinds of outliers may result in severe degradation of speaker recognition performance. In this paper, we proposed the GMM based on robust principal component analysis (RPCA-GMM) using M-estimation to solve the problems of both ouliers and high dimensionality of training feature vectors in speaker identification. Firstly, a new feature vector with reduced dimension is obtained by robust PCA obtained from M-estimation. The robust PCA transforms the original dimensional feature vector onto the reduced dimensional linear subspace that is spanned by the leading eigenvectors of the covariance matrix of feature vector. Secondly, the GMM with diagonal covariance matrix is obtained from these transformed feature vectors. We peformed speaker identification experiments to show the effectiveness of the proposed method. We compared the proposed method (RPCA-GMM) with transformed feature vectors to the PCA and the conventional GMM with diagonal matrix. Whenever the portion of outliers increases by every 2%, the proposed method maintains almost same speaker identification rate with 0.03% of little degradation, while the conventional GMM and the PCA shows much degradation of that by 0.65% and 0.55%, respectively This means that our method is more robust to the existence of outlier.

Effect of the Spportive Project for the Priority Region of Educational Welfare Investment[SPPREWI] on School Children's Psychosocial and Cognitive Adjustment (교육복지투자우선지역 지원사업이 아동.청소년의 사회.정서 및 인지적 발달에 미치는 효과)

  • Jung, Yeon-Jung;Um, Mung-Yong
    • Korean Journal of Social Welfare
    • /
    • v.61 no.4
    • /
    • pp.5-33
    • /
    • 2009
  • This study attempted to evaluate the effectiveness of the Supportive Project for the Priority Region of Educational Welfare Investment(SPPREWI) which has been put into action in Korea as a part of national policies for poor school children. In so doing this study aimed to test SPPREWI's legitimacy as well as whether we have to continue this program or not. In order to fulfill this research purpose researchers identified several outcome indicators of SPPREWI, which represent psychosocial and cognitive adjustment. The variables pertaining to psychosocial adjustment domain are: self-concept; depression, anxiety, and suicidal impulse; inclination of assault and indignation; delinquency; school life adjustment; and change in social relations. The variables of cognitive adjustment include recognition of self-control in learning; control strategy of learning behavior; and preparedness for job hunting. In this study the quasi-experimental group contained students from schools which are under the SPPREWI. The control group was composed of students from schools which were free from SPPREWI but under the influence of deteriorating school environment. The quasi-experimental group and the control group were compared in terms of outcome indicators presented earlier. Within the quasi-experimental group both the students below poverty-line and the students above poverty-line were divided into two groups each by the level of service use, and were compared in terms of the outcome variables presented earlier. Study results supported the argument that SPPREWI was effective generally in improving students' school adjustment. Study results also showed that the variable of 'school nurturance' played a significant role in moderating the effect of SPPREWI on a couple of outcome variables specially when schools' overall educational environment was in poor condition. Implication as well as suggestion were presented on the basis of study findings.

  • PDF

A Study on the Architectural Design Utility of Object-based CAD System (객체기반 CAD 시스템의 건축설계적 효용에 관한 연구)

  • Yoo, Chang-Geun
    • Journal of The Korean Digital Architecture Interior Association
    • /
    • v.2 no.1
    • /
    • pp.9-15
    • /
    • 2002
  • As architectural forms tend to be large-scaled, high-storied and complicated, use of computer for processing design information has been generalized. However, CAD use in the process of developing architectural design has been neglected greatly in the educational field of architectural field due to the surging of recognition that it may limit the essential property of architectural design. It may be resulted from the limitation of CAD system, that is, it is because of tardy speed of application development for the related areas with the lack of simplicity and clarity of flexibility to be secured on the drawing and user interface. Recent CAD systems, however, overcome such a limitation, convert into object-based design from entity-based drawing, drafting and modeling for implementing design concept of architects and it connects with internet linked to superspeed information communication network and changes process and stream of architectural design. Therefore, this study deals with utility of object based CAD system with products of Autodesk Co. and consequently obtain the following conclusions. First, it expands architect's design areas by supporting cooperative design system based on model-based architectural design and internet. Second, it reduces consumption of personal and material resources and time in the process of drawing production for improving architectural design works. Third, it can reduce the frequent design changes by improving understanding of architectural space with visualization of immediate 3D information, escaping from traditional methods to deliver design information to building owner through 2D drawing or model and perspective drawing requiring much cost and time. Fourth, it keeps exactness without omission or duplication of design information and generate and renew information of all related drawings on a drawing. Fifth, it is possible to change difficult and boring architectural design work into a pleasure owing to immediate modeling and drawing of design idea. In addition, digital drawing generated by using object-based CAD system can playa role of establishing Urban Information System to be used for protecting from building in disaster and urban disasters in connection with GIS numerical map and be used for reference of all kinds of information required fro post-management of buildings. However, what is more important is that surplus time from introduction of object-based CAD system should be used for consideration to be recognized as a good space and building built as a product of this project for comfort to urban people.

  • PDF

The Tunnel Lane Positioning System of a Autonomous Vehicle in the LED Lighting (LED 조명을 이용한 자율주행차용 터널 차로측위 시스템)

  • Jeong, Jae hoon;Lee, Dong heon;Byun, Gi-sig;Cho, Hyung rae;Cho, Yoon ho
    • The Journal of The Korea Institute of Intelligent Transport Systems
    • /
    • v.16 no.1
    • /
    • pp.186-195
    • /
    • 2017
  • Recently, autonomous vehicles have been studied actively. There are various technologies such as ITS, Connected Car, V2X and ADAS in order to realize such autonomous driving. Among these technologies, it is particularly important to recognize where the vehicle is on the road in order to change the lane and drive to the destination. Generally, it is done through GPS and camera image processing. However, there are limitations on the reliability of the positioning due to shaded areas such as tunnels in the case of GPS, and there are limitations in recognition and positioning according to the state of the road lane and the surrounding environment when performing the camera image processing. In this paper, we propose that LED lights should be installed for autonomous vehicles in tunnels which are shaded area of the GPS. In this paper, we show that it is possible to measure the position of the current lane of the autonomous vehicle by analyzing the color temperature after constructing the tunnel LED lighting simulation environment which illuminates light of different color temperature by lane. Based on the above, this paper proposes a lane positioning technique using tunnel LED lights.

The Literature Study on Macula among the Symptoms of Warm Factor Disease (온병(溫病)의 증상(症狀) 중(中) 반진(斑疹)에 관(關)한 문헌적(文獻的) 고찰(考察))

  • Jang, Yunjeong;Ryu, Sangchae;Kim, Jeongsoon;Jeon, Hoseong;Yu, Donghee;Kim, Nanyeong;Chong, Myongsoo;Lee, Kinam
    • Journal of Korean Medical Ki-Gong Academy
    • /
    • v.11 no.1
    • /
    • pp.80-116
    • /
    • 2009
  • It studies into viewpoints of 7 doctors of Wenbing studies on macula. The results concerning characteristics, remedy and prevention of macula are as follows; Macule does not protrude on the surface of skin and does not have any color change for external stimulus, but rash out on the surface and becomes white when pushed. It becomes macule when the blood leaks beneath skin as stomach-heat of yangming enters into blood system and damages it. On the other hand, when heat enters lung meridian, penetrates beneath the skin and congeals inside the vessel, it becomes rash. When you combine symptoms of body and pulse with numbers, color, shape and distribution status of macula, you can diagnose the depth of rash, seriousness, the possibility of treatment and prognosis of macula. The remedy for macule consists of cooling heat of yaming, removing heat from the blood and relieving feverish rash, and the one for rash consists of facilitating meridian with aroma, expelling pathogenic factors from muscles with drugs of pungent flavor and cool nature and clearing away heat from the blood systems. It relieves the inhibited functional activities of lung-Ki, and helps extermination of rash as well as clearing heat of the vessel. Also, it is the most important to preserve resin of stomach for every treatment. It is good to avoid expelling pathogenic factors with drugs of pungent flavor and warm nature, raising drugs and invigorating drugs during treating macula. Moreover, the patients should not over dose cold-natured drugs and purgative therapy. There are common clinical symptoms of macula in advance, so right recognition of symptoms can contribute to prevention of macula.

A study on the nursing needs of postpartum women during the postpartum period (산욕기 산모의 간호요구 조사)

  • Kim Myoung Hee;Lee Seong Eun
    • Journal of Korean Public Health Nursing
    • /
    • v.12 no.2
    • /
    • pp.122-135
    • /
    • 1998
  • This study was carried out to understand the nursing needs of postpartum women during the postpartum period. The goal of study was to obtain data needed to develop maternal education programs and to improve the nursing quality for postpartum women. A cross-sectional survey design was employed in this study. The subjects were 101 postpartum women who had delivery at 2 general hospitals in Chung-Buk. Korea. Data were collected from Sep. 29 to Nov. 28. 1997 by means of a structured questionnaire. The instrument used for this study was the one which was consisted of revised Maternal Concerns Questionnaire (MCQ) developed by Bull (1979). The data were analyzed through the SPSS/PC+ program by use of frequency, t-test and ANOVA. The results of the study were as follows; 1) The mean score of concerns about 'self' was 2.98 for primipara and 2.80 for multipara but was not statistically significant difference. Among the items of concerns 'for self', 'Being good mothers' was the highest (primipara 3.93. multipara 3.75). 2) The mean score of concerns about 'baby' was 3.64 for primipara and 3.53 for multipara but was not statistically significant difference. Among the items of concerns 'for baby', 'Normal growth and development' was the highest (primipara 3.91. multipara 3.90). 3) The mean score of concerns about 'husband' was 3.33 for primipara and 3.06 for multipara and was statistically significant difference (t=2.11. p=0.03). Among the items of concerns 'for husband', 'Husband being a good father' was the highest (primipara 3.87, multipara 3.77). 4) The mean score of concerns about 'family' was 2.65 for primipara and 2.80 for multipara but was not statistically significant. Among the items of concerns 'for family', 'Change in the family's lifestyle' was the highest(primipara 3.01, multipara 2.93, t=-1.99, p=0.04). 5) The mean score of concerns about 'community' was 2.48 for primipara and 2.42 for multipara but was not statistically significant. Among the items of concerns 'for community'. 'Getting to health care facilities' was the highest (primipara 2.48, multipara 2.42). 6) On considering the relationship between the postpartum women's nursing needs and their general characteristics, 'regularly antenatal care' was statistically significant (t=2.29. p=0.02). In conclusion, recognition of maternal concerns can be used by nurses to identify nursing diagnoses and to develop care plans that reflect the patient's priorities.

  • PDF

Development of The Controller for Taking Out Injection Molded Body in Fast (고속 사출물 취출을 위한 제어기 개발)

  • Song, Hwa-Jung;Lew, Kyeung-Seek;Kim, Tong-Deak
    • Journal of the Institute of Electronics Engineers of Korea SC
    • /
    • v.47 no.5
    • /
    • pp.1-8
    • /
    • 2010
  • Clients require easy to use of product and operating and industry safety according to the change of a market and a factory. For overcoming it, this paper developed controller of take-out robots that take high speed and superprecision and supplement a week point as use the system based on network. development controller classify teaching pendant and center server PC. Center server PC service the information about all process to supervisor. Teaching pendant is the bridge that service various faculties such as control, user recognition, metallic pattern operation to the user using injection molding. The controller development for taking out injection molded body classify software and hardware. The development of software is divided into three step which is application program, user interface and device driver. the simple device driver is not classified and included in application program. The hardware induce the touch panel and wireless network and construct the effective process control and internet connection. The inject ion cycle of existing system was five second but advanced system has the inner four cycle, process efficiency and product operation through wireless network.

Effects of life style on psychosomatic a subjective a symptoms of the dental technology students (일 대학 치기공과 재학생의 생활습관이 심신 자각증상에 미치는 영향)

  • Kwon, Soon-Suk;Lee, Hye-Eun
    • Journal of Technologic Dentistry
    • /
    • v.38 no.1
    • /
    • pp.37-49
    • /
    • 2016
  • Purpose: This research is performed through the analysis of the dental technology students' life-style factors of their daily lives that have a close relation with health, and the self-reported symptoms which are related to psychosomatic diseases, for the production of basic data for the change of life-styles and the development of educational programmes. Methods: This research has been performed through questionnaires from the beginning of October of 2014 till the end of November through the Dental Technology students of G-do, chosen by random sampling method after informed consent, where out of the 270 papers, 258 results were used for the analysis. Results: Firstly, the results of the research was as follows: Non-smokers accounted for 61.2%, student who did not do regular physical activities accounted for 50.4%, students who had sleeping hours of 6 to 7 hours accounted for 35.7%, students who eat snacks accounted for 63.2%, students who eat breakfast once to twice a week accounted for 30.6%, students who had an average number of drinks of once to twice a week accounted for 39.9%, and students with BMI of '$18.5^{\circ}{{\neq}}22.9$' accounted for 56.2%, being the highest. Secondly, in gender, smoking (p<.001), regular physical activity (p<.001), BMI (p<.001), eat snacks (p<.05), average number of drinks (p<.05), and of the health check-up, eat breakfast (p<.05), of the year level, eat snack (p<.01), BMI (p<.01), hours of sleep (p<.05), of major satisfaction, regular physical activity (p<.01), and BMI (p<.05), and there was a significant statistical difference, but there were no significant statistical difference in religion. Thirdly, of the bodily self-reported symptoms of the correlation analysis within the life-style variables and the self-reported symptoms, multiple subjective symptoms (I), respiratory (A), eye and skin (B), and digestive organs (C) were the highest in the correlation analysis with regular physical activity (p<.01), and of mental health, impulsiveness (H), mental instability (J), and depression (K) showed highest results in correlation analysis with regular physical activity (p<.01, p<.05), lie scale (L) and irregular and life (G) with eat breakfast (p<.01), and aggressiveness (F) with BMI (p<.01), showed highest results in correlation analysis. Fourthly of the Dental technology students' bodily self-reported symptoms, life-style factors which had a statistically significant effect appeared to be regular physical activity (p<.001) and BMI (p<.05), and of the mental self-reported symptoms, causes that did not have statistically significant effect appeared to be regular physical activity (p<.05) and eat breakfast (p<.05). Conclusion: This research concludes that in order to develop correct life-style habits for health promotion and reduce self-reported symptoms related to the Dental Technology students' diseases, education for the recognition of the necessity of self health promotion must be conducted, and a education programme scheme for the Dental technology curriculum for practicing the correct life-style habits in daily life is required.

A Survey on the Perception of Gruel as Medicated Juk for Menu Development - Focusing on the Elders in Daejon area - (약선죽(藥膳粥) 메뉴개발을 위한 인식조사 - 대전지역 노인을 중심으로 -)

  • Kim, Jung Eun;Chang, Woo Shim;Ji, Myoung Soon
    • Korean journal of food and cookery science
    • /
    • v.30 no.2
    • /
    • pp.219-227
    • /
    • 2014
  • The objective of this study was to research the health status of the elderly population and their perception and compliance to cook medicated juk. The results from this research will be used as basic data for medicated juk development. In addition, the purpose of this study was to find a way to popularize the juk and improve their usage as medicated juk in communal feeding and convalescent hospital for elderly. The study surveyed 300 elderly residents of age over 65, in Daejeon. The following data were collected: general characteristic, health status, perception of medicated juk, and preferred kind of juk for cooking. Moreover, the study researched the constraints in cooking the juk. Data were analyzed by SPSS Windows V. 18.0 and t-test verified the differences among the questions, according to frequency analysis of each item and characteristics of the aged. You might want to specify this characteristic. Within the surveyed elderly population, 80.6% had various existing diseases with circulatory diseases being the most prevalent with 68.9%. This emphasizes on the significance of proper diet, but this recognition is not put into practice. The survey also showed that as the individuals age, they tend to care less about the necessity of proper diet. Despite of this lack of perception, 84.5% of the elderly population responded positively to the question, "Would you like to have medicated juk for curing diseases, if such juk is available?" In addition, the elderly population was in favor of developing the juk that helps to prevent and cure diseases, and many were willing to cook them. The reasons behind their will to cook are arranged in the following order: higher efficacy in curing disease than regular juk, excellence in nutrition, and unavailability of the medicated juk in the stores that requires them to cook. The sources constraining the elderly population in cooking are arranged in the following order: not knowing how to cook the juk, lack of physical strength, financial burden, and lack of information order. Please clarify this part. Suggested change: not knowing what medicated juk is. Furthermore, the main obstacle in cooking the juk is lack of cooking technique, followed by inaccessibility to the ingredients and the financial burden to purchase the ingredients.

Analysis of Eye-safe LIDAR Signal under Various Measurement Environments and Reflection Conditions (다양한 측정 환경 및 반사 조건에 대한 시각안전 LIDAR 신호 분석)

  • Han, Mun Hyun;Choi, Gyu Dong;Seo, Hong Seok;Mheen, Bong Ki
    • Korean Journal of Optics and Photonics
    • /
    • v.29 no.5
    • /
    • pp.204-214
    • /
    • 2018
  • Since LIDAR is advantageous for accurate information acquisition and realization of a high-resolution 3D image based on characteristics that can be precisely measured, it is essential to autonomous navigation systems that require acquisition and judgment of accurate peripheral information without user intervention. Recently, as an autonomous navigation system applying LIDAR has been utilized in human living space, it is necessary to solve the eye-safety problem, and to make reliable judgment through accurate obstacle recognition in various environments. In this paper, we construct a single-shot LIDAR system (SSLs) using a 1550-nm eye-safe light source, and report the analysis method and results of LIDAR signals for various measurement environments, reflective materials, and material angles. We analyze the signals of materials with different reflectance in each measurement environment by using a 5% Al reflector and a building wall located at a distance of 25 m, under indoor, daytime, and nighttime conditions. In addition, signal analysis of the angle change of the material is carried out, considering actual obstacles at various angles. This signal analysis has the merit of possibly confirming the correlation between measurement environment, reflection conditions, and LIDAR signal, by using the SNR to determine the reliability of the received information, and the timing jitter, which is an index of the accuracy of the distance information.