• Title/Summary/Keyword: recognition difference

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The Recognition of Korean Syllables using Parameter Based on Principal Component Analysis (PCA 기반 파라메타를 이용한 숫자음 인식)

  • 박경훈;표창수;김창근;허강인
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.12a
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    • pp.181-184
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    • 2000
  • The new method of feature extraction is proposed, considering the statistic feature of human voice, unlike the conventional methods of voice extraction. PCA(principal Component Analysis) is applied to this new method. PCA removes the repeating of data after finding the axis direction which has the greatest variance in input dimension. Then the new method is applied to real voice recognition to assess performance. When results of the number recognition in this paper and the conventional Mel-Cepstrum of voice feature parameter are compared, there is 0.5% difference of recognition rate. Better recognition rate is expected than word or sentence recognition in that less convergence time than the conventional method in extracting voice feature. Also, better recognition tate is expected when the optimum vector is used by statistic feature of data.

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Simple Frame Marker: Implementation of In-Marker Image and Character Recognition and Tracking Method (심플 프레임 마커: 마커 내부 이미지 및 문자 패턴의 인식 및 추적 기법 구현)

  • Kim, Hye-Jin;Woo, Woon-Tack
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.558-561
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    • 2009
  • In this paper, we propose Simple Frame Marker(SFMarker) to support recognition of characters and images included in a marker in augmented reality. If characters are inserted inside of marker and are recognised using Optical Character Recognition(OCR), it doesn't need marker learning process before an execution. It also reduces visual disturbance compared to 2D barcode marker due to familarity of characters. Therefore, proposed SFMarker distinguishes Square SFMarker that embeds images from Rectangle SFMarker with characters according to ratio of marker and applies different recognition algorithms. Also, in order to reduce preprocessing of character recognition, SFMarker inserts direction information in border of marker and extracts it to execute character recognition fast and correctly. Finally, since the character recognition for every frame slows down tracking speed, we increase the speed of recognition process using the result of character recognition in previous frame when frame difference is low.

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The Influence of the Type of Single Females' Life Style in Their 20s through 30s on the Recognition of the Behavior for Beauty (20-30대 미혼여성의 라이프스타일 유형이 뷰티행동인식에 미치는 영향)

  • Hong, Soo-Nam
    • Journal of the Korea Fashion and Costume Design Association
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    • v.16 no.1
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    • pp.77-89
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    • 2014
  • This study looked into the effect of the life style of single females in 20s and 30s on beauty behavior recognition, and spss 17.0 is used for data analysis method. As for the statistical analysis method in order to validate the measurement tools, reliability verification is conducted and life style groups are sampled using K-means taking into account factor scores by life style. To find out the difference between general beauty behavior recognition and life style, descriptive statistics and One Way ANOVA were carried out, and Duncan Test was implemented for the post examination method. Multiple regression analysis was also carried out to figure out the effect of life style on beauty behavior recognition. The result is as follows. First, according to the results of reliability verification and factor analysis for the lifestyle type and the recognition of the behavior for beauty, the types of the life style of the subjects were divided into Economic Utility, Convention Conservatism, Self Development, Showy Consumption, and Appearance Oriented, and the recognition of the behavior for beauty was named as Makeup and Hair, Cosmetic Surgery, Body Care, and Skin Care. Second, as to the recognition of the behavior for beauty based upon the lifestyle, the Appearance Oriented in Showy Consumption recorded the highest. Third, the analysis of the influence of the style on the recognition of the behavior for beauty showed that the behavior recognition for Makeup and Hair and for Skin Care was affected by the life style of Self Development, Showy Consumption, and Appearance Oriented; the behavior recognition for Cosmetic Surgery was affected by the life style of Conventional Conservatism, Showy Consumption, and Appearance Oriented; and again the behavior recognition for Body Care was by that of Economical Utility and Showy Consumption.

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A Study on Sociocultural Attitudes and Appearance Management Behavior in accordance with Gender Role Identity

  • Park, Eun-Hee
    • Journal of Fashion Business
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    • v.16 no.3
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    • pp.107-124
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    • 2012
  • The purpose of this study was to classify types in sense of gender role identity and to figure out the difference among sociocultural attitude, benefits of clothing pursuit, and appearance management behaviors by sense of gender role identity types. Questionnaires were administered to 455 people in their twenties and thirties living in Daegu and Kyoungbuk area. Data were analyzed by using frequency, factor analysis, credibility, $X^2$-test, ANOVA, Duncan-test, and t-test. The findings are as follows. First, Men of androgyny group showed the highest rate of 38.5% followed by undifferentiation(22.9%), masculineness(21.0%), and feminineness(17.6%). Women of undifferentiation group showed the highest rate of 33.2% followed by feminineness (25.2%), androgyny(22.0%), and masculineness(19.6%). Second, factors of sociocultural attitude were internalization and recognition. Benefits of clothing pursuit consists of the factors such as consciousness of others, personality, and vogue pursuit. Factors of appearance management behaviors were dressing, skin management, plastic surgery management, weight management, health management, and hair management. Third, the result from the difference between sociocultural attitude and benefits of clothing pursuit by sense of gender role identity types, men of androgyny and feminineness showed highest in recognition while women of androgyny showed highest in internalization and recognition. The result of the difference in benefits of clothing pursuit by sense of gender role identity shows that both men and women of androgyny group have high tendency for being conscious of others, personality pursuit, and vogue pursuit while men of undifferentiation and masculineness have low interest in dressing in relationship with others. Fourth, the examination of the difference in appearance management behavior by sense of gender role identity types found men of androgyny group managed dressing, skin, weight, health and hair most while women dress and health most. Men of undifferentiation group managed dressing and weight least, while men of masculineness health, and men of feminineness hair least.

A Comparative Study on for the Use of Auxiliary Oral Hygiene Devices and Tooth Brushing between Dental Hygiene Students and Non-Dental Hygiene Students (치위생과와 비치위생과 학생의 잇솔질과 구강위생보조용품의 사용실태 비교연구)

  • Oh, Hye-Seung
    • Journal of dental hygiene science
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    • v.9 no.1
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    • pp.121-127
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    • 2009
  • A comparative analysis was conducted through this study on tooth brushing and a use of auxiliary oral hygiene devices for oral hygiene for 287 S Health College students some of whom major dental hygiene and some of whom don't relate to the department, and then has drawn out the results as below. 1. Relating to the frequency of tooth brushing, 2-3 times a day was the utmost case in both departments(p < 0.05). 2. In use of toothbrush bristle, the students of dental hygiene department used medium bristle(51.2%), while the student of other department used soft bristle(51.5%)(p > 0.05). 3. In the term of tooth brush used, 2~5 months was the utmost case in both departments(p > 0.05). 4. In tooth- brushing method, all the student of both departments said they knew how to do it(p > 0.05). 5. In the acquisition of tooth brushing methods, the students of dental hygiene acquired it from dentistry 44.4%, and the students of other department from TV or Radio 47.5% (p > 0.05)which was a quite high rate. 6. In reference to recognition level on auxiliary oral hygiene devices, dental hygiene students said Yes 79.8%, and the other side students said No 63.9%(p < 0.05). In reuse of auxiliary oral hygiene devices, a great number of students of both departments said No (p < 0.05). 8. In reference to the chance to use auxiliary oral hygiene devices, 58.1% of dental hygiene students chose them with their own judgement, and 37.8% of other department students recommended by dentist's offices(p < 0.05). 9. Relating to the reason for not using auxiliary oral hygiene devices, 38.9% of the dental hygiene students said it's bothersome, and 56.7% of the other department students said they didn't know about these things(p < 0.05). 10. In the recognition level of dental floss, in knowing the way to use it, whether or not of using it, the students of both department showed a significant difference (p < 0.05). 11. In the recognition level of floss holder and the yes or not of using it, there was an insignificant difference(p > 0.05), while in understanding of it, there was a significant difference(p < 0.05). 12. Relating to the recognition level of electric tooth brush, yes or no of using it, there wasn't a significant difference(p > 0.05). 13. In the cognition level of rubber stimulator, yes or no of using it, there wasn't much difference, while in understanding to use it, there was a significant difference(p < 0.05). 14. In the understanding level of water pik, yes or not of using it, there wasn't a great deal of difference(p < 0.05), but in inquiry of whether or not of using it, there was no difference (p > 0.05), 15. In the understanding level of tongue scraper, whether or not of using it, there wasn't much difference(p > 0.05), but in understanding to use it, there was a great deal of difference(p < 0.05). 16. In the recognition of garglin, understanding of it, and whether or not of using it, the two departments didn't show a significant difference(p < 0.05).

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The study of teachers' recognition analysis for system construction administrative and financial support system of integrated early education program (유아통합교육의 행·재정 지원체제 시스템 구축을 위한 교원의 인식 분석 연구)

  • Lee, Ok-Heui;Lee, Ki-Yong
    • The Journal of Korean Association of Computer Education
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    • v.17 no.5
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    • pp.69-77
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    • 2014
  • The purpose of this study was to investigate the recognition on the administrative and financial support system to execute integrated early education program by kindergarten and educational offices. The results were as follows. First, there has been a difference of recognition by three variables: 1) teachers' position in the area of all, law and institution, curriculum, administrative and financial support, and assessment, 2) educational career in the area of all, law and institution, curriculum, and supervision, 3) integrated education career in the area of all, law and institution, administrative and financial support and assessment. Second, there has been a difference of recognition by two variables: 1) kindergarten institutional establishment in the area of all, law and institutions, curriculum, teaching-learning, financial support, and assessment. 2) size in the area of all, law and institutions, curriculum, supervision, administrative and financial support, and assessment.

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A study on the difference between in-service and pre-service teachers' recognition for linear equations and linear functions (일차방정식과 일차함수에 대한 현직교사와 예비교사의 인식)

  • Lee, Heonsoo;Kim, Young Cheol;Park, Yeong Yong
    • Journal of the Korean School Mathematics Society
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    • v.19 no.4
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    • pp.395-415
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    • 2016
  • In this paper, we study the recognition of in-service teachers and pre-service teachers about the concepts of liner equations and liner functions. We chose 49 in-service teachers at secondary schools in G city and 29 pre-service teachers in M university and investigate their recognition about the concepts of liner equations and liner functions. We found following facts. First, in-service teachers and pre-service teachers tend to recognize a linear equation as an equation in one known rather than an equation in two unknowns. Second, in-service teachers and pre-service teachers tend to recognize a linear function as an explicit function rather than an implicit function. Finally, the difference between in-service teachers' recognition and pre-service teachers' recognition is not statistically significant.

An Enhanced Fuzzy ART Algorithm for The Effective Identifier Recognition From Shipping Container Image (효과적인 운송 컨테이너 영상의 식별자 인식을 위한 개선된 퍼지 ART 알고리즘)

  • 김광백
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.5C
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    • pp.486-492
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    • 2003
  • The vigilance threshold of conventional fuzzy ART algorithm decide whether to permit the mismatch between any input pattern and stored pattern. If the vigilance threshold was large, despite of little difference among input and stored patterns, the input pattern may be classified to new category. On the other hand, if the vigilance threshold was small, the similarity between two patterns may be accepted in spite of lots of difference and the input pattern are classified to category of the stored pattern. Therefore, the vigilance threshold for the image recognition must be experientially set for the good result. Moreover, it may occur in the fuzzy ART algorithm that the information of stored patterns is lost in the weight-adjusting process and the rate of pattern recognition is dropped. In this paper, I proposed the enhanced fuzzy ART algorithm that supports the dynamical setting of the vigilance threshold using the generalized intersection operator of fuzzy logic and the weight value being adaptively set in proportional to the current weight change and the previous weight by reflecting the frequency of the selection of winner node. For the performance evaluation of the proposed method, we applied to the recognition of container identifiers from shipping container images. The experiment showed that the proposed method produced fewer clusters than conventional ART2 and fuzzy ART algorithm. and had tile higher recognition rate.

Development of a Door System by Speaker Verification Using Weighted Cepstrum and Single Average Pattern

  • Kyung, Youn-Jeong
    • The Journal of the Acoustical Society of Korea
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    • v.15 no.2E
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    • pp.60-68
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    • 1996
  • In this paper, we implement the door lock system based on pattern matching technique for speaker recognition using DTW. In this study, major features of our system are summarized as follows:(1) Make the average reference pattern using DTW. This method keeps the high recognition rate compared with the other systems whose performances degrade rapidly as time goes on. (2) Use F-ratio values of the cepstral coefficients. We find that the weighted cepstral reveals an effect on intensifying the difference between th customer and the imposter. The system hardware is composed of two parts : the door lock part and the speaker recognition processing part. We use an 8051 microprocessor in the door lock park for serial communication with host processor to open or close the lock. Using our system, we obtain speaker recognition rate of about 99.5%.

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The Effect of Educational Environment and a Student's Major Recognition on Learning Satisfaction at the Bakery & Confectionery Institute (제과.제빵 학원의 교육환경과 수강생의 전공인식이 학습만족도에 미치는 영향)

  • Kim, Hyung-Joon
    • Journal of the Korean Society of Food Culture
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    • v.26 no.1
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    • pp.63-71
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    • 2011
  • The purpose of this study was to establish different levels of learning satisfaction concerning bakery and confectionery institute students in relation to their educational environment as well as to determine the relationships between variables. A questionnaire was distributed to 260 students enrolled in the bakery and confectionery institute at Gyeongju in the Pohang and Ulsan area, and 242 were used in the final analysis. Collected data were statistically analyzed using SPSS 12.0 Windows. Results of this study can be summarized as follows. The students were mostly satisfied with the learning environment and teaching methods of the institute. A significant difference was observed between male and female students for recognizing teaching methods and major recognition. Furthermore, the educational environment and major recognition of students were positively related with learning satisfaction. Therefore, the staff at the bakery and confectionary institute should provide the proper curriculum and facilities for the students.