• Title/Summary/Keyword: Acceptance rate

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Fingerprint Matching Based on Dimension Reduced DCT Feature Vectors

  • Bharkad, Sangita;Kokare, Manesh
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.852-862
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    • 2017
  • In this work a Discrete Cosine Transform (DCT)-based feature dimensionality reduced approach for fingerprint matching is proposed. The DCT is applied on a small region around the core point of fingerprint image. The performance of our proposed method is evaluated on a small database of Bologna University and two large databases of FVC2000. A dimensionally reduced feature vector is formed using only approximately 19%, 7%, and 6% DCT coefficients for the three databases from Bologna University and FVC2000, respectively. We compared the results of our proposed method with the discrete wavelet transform (DWT) method, the rotated wavelet filters (RWFs) method, and a combination of DWT+RWF and DWT+(HL+LH) subbands of RWF. The proposed method reduces the false acceptance rate from approximately 18% to 4% on DB1 (Database of Bologna University), approximately 29% to 16% on DB2 (FVC2000), and approximately 26% to 17% on DB3 (FVC2000) over the DWT based feature extraction method.

Adaptation and Clustering Method for Speaker Identification with Small Training Data (화자적응과 군집화를 이용한 화자식별 시스템의 성능 및 속도 향상)

  • Kim Se-Hyun;Oh Yung-Hwan
    • MALSORI
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    • no.58
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    • pp.83-99
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    • 2006
  • One key factor that hinders the widespread deployment of speaker identification technologies is the requirement of long enrollment utterances to guarantee low error rate during identification. To gain user acceptance of speaker identification technologies, adaptation algorithms that can enroll speakers with short utterances are highly essential. To this end, this paper applies MLLR speaker adaptation for speaker enrollment and compares its performance against other speaker modeling techniques: GMMs and HMM. Also, to speed up the computational procedure of identification, we apply speaker clustering method which uses principal component analysis (PCA) and weighted Euclidean distance as distance measurement. Experimental results show that MLLR adapted modeling method is most effective for short enrollment utterances and that the GMMs performs better when long utterances are available.

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DTW based Utterance Rejection on Broadcasting News Keyword Spotting System (방송뉴스 핵심어 검출 시스템에서의 오인식 거부를 위한 DTW의 적용)

  • Park, Kyung-Mi;Park, Jeong-Sik;Oh, Yung-Hwan
    • Proceedings of the KSPS conference
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    • 2005.11a
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    • pp.155-158
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    • 2005
  • Keyword spotting is effective to find keyword from the continuously pronounced speech. However, non-keyword may be accepted as keyword when the environmental noise occurs or speaker changes. To overcome this performance degradation, utterance rejection techniques using confidence measure on the recognition result have been developed. In this paper, we apply DTW to the HMM based broadcasting news keyword spotting system for rejecting non-keyword. Experimental result shows that false acceptance rate is decreased to 50%.

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Individual Identification Using Ear Region Based on SIFT (SIFT 기반의 귀 영역을 이용한 개인 식별)

  • Kim, Min-Ki
    • Journal of Korea Multimedia Society
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    • v.18 no.1
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    • pp.1-8
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    • 2015
  • In recent years, ear has emerged as a new biometric trait, because it has advantage of higher user acceptance than fingerprint and can be captured at remote distance in an indoor or outdoor environment. This paper proposes an individual identification method using ear region based on SIFT(shift invariant feature transform). Unlike most of the previous studies using rectangle shape for extracting a region of interest(ROI), this study sets an ROI as a flexible expanded region including ear. It also presents an effective extraction and matching method for SIFT keypoints. Experiments for evaluating the performance of the proposed method were performed on IITD public database. It showed correct identification rate of 98.89%, and it showed 98.44% with a deformed dataset of 20% occlusion. These results show that the proposed method is effective in ear recognition and robust to occlusion.

Analysis of the Actual Condition of the Tree Doctor Qualification Test and Improvement of the System - Focus on the First Test - (나무의사 자격시험의 실태분석과 제도개선 방안 - 제1차 시험을 중심으로 -)

  • Yong Jo Jung;Hak Cheol Kim
    • Journal of Environmental Science International
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    • v.32 no.1
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    • pp.11-24
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    • 2023
  • This study aimed to provide preliminary data for the improvement of the tree doctor qualification test (first written test), which was newly created by enforcing the Forest Protection Act on June 28, 2018., The high demand for system improvement accelerated this study. The results were analyzeds through literature and questionnaire surveys. Writing test questions and the license of the tree doctor qualification exam are currently managed by the Korea Forestry Research Institute, and it is deemed that the test should be entrusted to Human Resources Development Service of Korea for fair and transparent management. Additionally, the plan for the improvement of the subject-wise scope of examination questions writing, difficulty of test questions, and acceptance rate of the first test should be prepared after public hearings or seminars related to the examination questions.

Barriers to the use of BIM in the Chinese construction industry (중국 건설업 BIM 활용 장애요인)

  • Song, Jingxu;Yu, Jung-Ho
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.267-268
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    • 2021
  • Since the first BIM development outline was issued in 2011, China has initially tried to adopt BIM in the construction industry. After the BIM guide was issued in 2017, China has officially entered the era of building informatization in the construction industry. Through the statistical data of BIM application reports in China's construction industry from 2014 to 2020, this paper concludes that China has made great progress in the popularization rate of BIM, but has little effect in the adoption in actual projects. Through the reading and analysis of relevant documents in China, 13 obstacle factors for BIM technology adoption in construction enterprises are preliminarily defined.

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Study on Changes of Attitude toward Ideal Number of Children and Value System for Children (이상자녀수(理想子女數) 및 자녀(子女)에 대(對)한 가치관(價値觀) 변천(變遷)에 관(關)한 연구(硏究))

  • Kim, Young-Bong
    • Journal of Preventive Medicine and Public Health
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    • v.7 no.1
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    • pp.203-209
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    • 1974
  • This study is intended to comparison of the recent ideal number of children and atrial approach for analyzing value system for children that form attitude affecting birth control with earlier study conducted 10 years ago. In general the traditional fertility pattern of Korea may be considered as 'early marriage and high fertility' backed by the confucian value system of a farming-oriented country. A selective attitude favoring sons contributes substantially to fertility. But Korea is now moving toward a late marriage and fertility pattern. This has been due to the repid introduction of western culture and a partial acceptance of western value systems, a relative weakening of traditional value systems, a gradual increase in infant and child servival rates thresh medicines, and a desire to avoid having too many children because of economic poverty. This study showed following results: Ideal number of sons and daughters in urban area was decreased by 0.2 respectively compared to earlier study. In rural area, the number of decrease of sons and daughters was 0.5 and 0.2 respectively. The conception concerning Happiness has changed to wealth from health in previous opinion. Regarding attitude toward having sons, 98 percent of them wanted to have sons positively, moreover 10 percent of them wanted two or more sons. Regarding reasons for the wanting sons, we see that economic and traditional considerations, such as dependance in old age, and inheritance of the family line, are a principle concern of about 56 percent in both areas. The rate of dependence in old age was decreased conspicuously compare to previous study while the rate of helding rituals was increased remarkably in rural area. Among reasons for limiting family size. 'for better living and for better education for their children were main rasons reted 46 percent in urban, 51 percent in rural areas. The rates were not changed compare to previous study. Regarding attitude of those who have no son or children, the rate of re-marriage with second wife was decreased remarkably in rural area and the rate of living without special behaivor for having son was increased compare to previous study.

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The Effect of Auricular Reflexology Therapy in Musculoskeletal Disease (근골격계(筋骨格系) 질환(疾患)에 있어서 이혈요법(耳穴療法)의 효과(效果))

  • Yeo, Yeongman;Chong, Myongsoo
    • Journal of Korean Medical Ki-Gong Academy
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    • v.11 no.1
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    • pp.221-235
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    • 2009
  • This study is made for the survey of the effectiveness of the auricular reflexology, now accepted as a part of alternative medicine, applied to the patients of musculoskeltal disease patients, and data about its cognition and the success rate of the therapy. 106 patient was employed in this study who works in various part in a company in Jun-ju in Junrabukdo. From them, data such as, musculoskeletal symptoms by questionnaire examination, and data from ear inspections and interviews were collected and used for the basal data. Auricular reflexology therapies were applied to them at the areas that reflect the musculoskeletal system, for five times, each time with intervals of three or four days. The data about the effectiveness were collected by questionnaire examination, including descriptive answers. The results are as follows; cognition to the auricular reflexology was 62.3%, and acceptance rate of this method was 81.1%. From this results, I think that this therapy can be easily acceptable. The success rates of this therapy were 32.1% after 1 time application, and 84.9% after 5 times applications. This result shows that auricular reflexology therapy has therapeutic effect in musculoskeletal diseases, and the success rates increase according to the application times. Between sex, its success rate were 80% in male patients, and 88.5% in female patients, so this therapy is rather more effective in female patients. According to the body weight, the success rate were 85.8% in normal weight patients, and 71.5% in over- weight patients, so this therapy is more effective in normal weight patients. Comparisons according to other factors, such as age, marriage state etc. shows no definite differences. Conclusively, I think that auricular reflex therapy is easy and useful preventative and treatment method in our usual life. With more investigation, we can apply this method to other musculoskeletal diseases and to the diseases of other systems in the body, I hope so.

Analysis of Influencing Factors on Health Examination Acceptance Rate: Focused on the 7th National Health and Nutrition Survey Data (건강검진 수검률에 미치는 영향요인 분석 : 국민건강영양조사 제7기 자료를 중심으로)

  • Yoo, Ah-Hyeon;Jo, Su-Hyeon;Shin, Hye-Won;Lee, Sung-Won
    • Journal of Industrial Convergence
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    • v.19 no.1
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    • pp.1-6
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    • 2021
  • The purpose of this study is to find a way to increase the examination rate by presenting the current state of national health examination. To this end, demographic factors(Gender, age, income level, education level) and health factors(Smoking, alcohol, obesity, subjective health status) were selected, and whether the selected factors were different for each group, and the examinees according to the number of hospitals and income level were visualized. As a result, except for subjective health status in health factors, population factors, and number of hospitals were all related to the examination. In addition, among the age factors of the demographic factor, those in their twenties and those with a low income level and those who were underweight among the health factors of obesity had a high rate of non-testing. Therefore, it is considered necessary to promote, support, and educate those untested by these groups.

Quality Characteristics and Antioxidant Properties of Cookies Supplemented with Persimmon Leaf Powder (감잎 분말을 첨가한 쿠키의 품질 특성과 산화방지 활성)

  • Lim, Jeong Ah;Lee, Jun Ho
    • Korean Journal of Food Science and Technology
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    • v.48 no.2
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    • pp.159-164
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    • 2016
  • This study was conducted to investigate the quality characteristics and antioxidant properties of cookies supplemented with 1-4% (w/w) persimmon leaf powder (PLP). pH and density of the cookie dough increased significantly with increase in PLP concentration (p<0.05). The moisture content, spread ratio, and loss rate of cookies decreased significantly with increase in PLP concentration (p<0.05). Lightness ($L^*$), redness ($a^*$), and yellowness ($b^*$) also decreased significantly with increase in PLP concentration (p<0.05). The use of PLP significantly increased the hardness of the cookies. Moreover, 2,2-diphenyl-1-picrylhydrazyl (DPPH) and 2,2'-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid (ABTS) radical scavenging activities were significantly elevated (p<0.05). The consumer acceptance test indicated that addition of PLP at a concentration of up to 2% (w/w) garnered a favorable response from consumers with respect to softness, taste, and overall preference. On the basis of the overall observations, cookies supplemented with 2% (w/w) PLP were found to benefit from the functional properties of PLP, without compromising on consumer acceptance.