• Title/Summary/Keyword: recognition-rate

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Improved Haze Removal Algorithm by using Color Normalization and Haze Rate Compensation (색 정규화 및 안개량 보정을 이용한 개선된 안개 제거 알고리즘)

  • Kim, Jong-Hyun;Cha, Hyung-Tai
    • Journal of Broadcast Engineering
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    • v.20 no.5
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    • pp.738-747
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    • 2015
  • It is difficult to use a recognition algorithm of an image in a foggy environment because the color and edge information is removed. One of the famous defogging algorithm is haze removal by using 'Dark Channel Prior(DCP)' which is used to predict for transmission rate using color information of an image and eliminates fog from the image. However, in case that the image has factors such as sunset or yellow dust, there is overemphasized problem on the color of certain channel after haze removal. Furthermore, in case that the image includes an object containing high RGB channel, the transmission related to this area causes a misestimated issue. In this paper, we purpose an enhanced fog elimination algorithm by using improved color normalization and haze rate revision which correct mis-estimation haze area on the basis of color information and edge information of an image. By eliminating the color distortion, we can obtain more natural clean image from the haze image.

EVALUATION OF SUCCESS RATE AND TEMPORARY HYPOXIA IN PEDIATRIC DENTAL SEDATION USING CHLORAL HYDRATE AND HYDROXYZINE (Chloral hydrate와 hydroxyzine을 사용한 진정 요법의 성공률과 저산소증의 발생에 관한 연구)

  • Jung, Ji-Hye;Park, Ki-Tae
    • Journal of the korean academy of Pediatric Dentistry
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    • v.28 no.3
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    • pp.337-344
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    • 2001
  • The combination of chloral hydrate and hydroxyzine is one of the safest and most commonly used drug regimens for sedating young, uncooperative pediatric dental patients. The continuous monitoring of respiratory function and early recognition of respiratory difficulties are essential for the successful management of sedated dental patients. The purpose of this study was to evaluate the success rate of the sedation and the hypoxia through monitoring the oxygen desaturation in the pulse oximeter in pediatric dental patients sedated with 60mg/kg chloral hydrate and 25mg hydroxyzine. The following results were obtained : 1. The success rate of the sedation was 69.6% and there was no statistically significant difference among the groups based on the ages, weight and duration of the operative time. 2. Forty two percentage of the sedated patients showed the temporary hypoxia state and there was no statistically significant difference based on the ages and weights of the patients. But there was a statistically significant difference on the duration of the operative time.

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An Improved Reconstruction Algorithm of Convolutional Codes Based on Channel Error Rate Estimation (채널 오류율 추정에 기반을 둔 길쌈부호의 개선된 재구성 알고리즘)

  • Seong, Jinwoo;Chung, Habong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.5
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    • pp.951-958
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    • 2017
  • In an attack context, the adversary wants to retrieve the message from the intercepted noisy bit stream without any prior knowledge of the channel codes used. The process of finding out the code parameters such as code length, dimension, and generator, for this purpose, is called the blind recognition of channel codes or the reconstruction of channel codes. In this paper, we suggest an improved algorithm of the blind recovery of rate k/n convolutional encoders in a noisy environment. The suggested algorithm improves the existing algorithm by Marazin, et. al. by evaluating the threshold value through the estimation of the channel error probability of the BSC. By applying the soft decision method by Shaojing, et. al., we considerably enhance the success rate of the channel reconstruction.

A Layer-by-Layer Learning Algorithm using Correlation Coefficient for Multilayer Perceptrons (상관 계수를 이용한 다층퍼셉트론의 계층별 학습)

  • Kwak, Young-Tae
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.8
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    • pp.39-47
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    • 2011
  • Ergezinger's method, one of the layer-by-layer algorithms used for multilyer perceptrons, consists of an output node and can make premature saturations in the output's weight because of using linear least squared method in the output layer. These saturations are obstacles to learning time and covergence. Therefore, this paper expands Ergezinger's method to be able to use an output vector instead of an output node and introduces a learning rate to improve learning time and convergence. The learning rate is a variable rate that reflects the correlation coefficient between new weight and previous weight while updating hidden's weight. To compare the proposed method with Ergezinger's method, we tested iris recognition and nonlinear approximation. It was found that the proposed method showed better results than Ergezinger's method in learning convergence. In the CPU time considering correlation coefficient computation, the proposed method saved about 35% time than the previous method.

Improvement of Classification Rate of Handwritten Digits by Combining Multiple Dynamic Topology-Preserving Self-Organizing Maps (다중 동적 위상보존 자기구성 지도의 결합을 통한 필기숫자 데이타의 분류율 향상)

  • Kim, Hyun-Don;Cho, Sung-Bae
    • Journal of KIISE:Software and Applications
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    • v.28 no.12
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    • pp.875-884
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    • 2001
  • Although the self organizing map (SOM) is widely utilized in such fields of data visualization and topology preserving mapping, since it should have the topology fixed before trained, it has some shortcomings that it is difficult to apply it to practical problems, and classification capability is quite low despite better clustering performance. To overcome these points this paper proposes the dynamic topology preserving self-organizing map(DTSOM) that dynamically splits the output nodes on the map and trains them, and attempts to improve the classification capability by combining multiple DTSOMs K-Winner method has been applied to combine DTSOMs which produces K outputs with winner node selection method. This produces even better performance than the conventional combining methods such as majority voting weighting, BKS Bayesian, Borda, Condorect and reliability sum. DTSOM remedies the shortcoming of determining the topology in advance, and the classification rate increases significantly by combing multiple maps trained with different features. Experimental results with handwritten digit recognition indicate that the proposed method works out to problems of conventional SOM effectively so to improve the classification rate to 98.1%.

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Health-related self-cognition and physical performance status of a elementary school children (일부 초등학교 고학년 학생들의 신체적 건강에 대한 자가-인식과 운동수행 상태)

  • Kim, Suhn-Yeop
    • The Journal of Korean Academy of Orthopedic Manual Physical Therapy
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    • v.10 no.2
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    • pp.57-72
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    • 2004
  • Background : The part to be very important that we make the physical development rightly at elementary school student days. Objective : This study investigated the relation of a physical health status which itself recognizes and an exercise performance situation out for an elementary school students. Methods : This cross-sectional study examined health and exercise performance status of 1,032 elementary school children. To examine children's a physical injury experience and injury occurrence characteristic and a personal computer utility condition, a body alignment status of the student which parents recognize and the relation of a fatigue and concentration level was an investigation with other factors. Results: An average age of the children was the 10.95 yr and an average weight was the 39.02 kg and an average height was the 145.17cm. The student to be experiencing currently an pain occurrence was 192(19.07%). It was most high to the grade 6(23.33%) compared with different grade(p<.01). Physical pain occurrence rate did not exist by gender(p>.05). There is most an pain occurrence region the ankle(38.0%). They had a 27.19% an physical injury experience of the students. A injury rate was revealed that were high as were the high grade(grade 6, 36.72%)(p<.01). A reason of the injury rate was high in a collision at the body(19.84%), falling down(18.68%) sequence at a traffic accident(22.96%)(p<.05). There were the significant relation to the school year the reason of the injury (p<.05). Currently there was the student to be taking special exercises a 57.97%. This that they have the relation with exercise with physical pain students to recognize 23.8%. The significant relation did not exist in the physical exercise execution and pain occurrence on the body(p>.05).

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Population Change and Future Direction of Population Policy in Korea (한국의 인구현황과 정책방향)

  • 이시백
    • Korea journal of population studies
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    • v.5 no.1
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    • pp.4-16
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    • 1982
  • The Korean Population Control Program has been implementing under the jurisdiction of the Ministry of Health and Social Affairs through an existing network of health centers. This arrangement was successful in bringing population growth down to targeted level by the end of the Fourth Five Year Economic Planning, 1981. It is expected, however, that future goal will be harder to reach due to difficulty of reducing traditional family size norms further and to the projected increasing the number of eligible couples as the past Korean war baby boom generation enters the reproductive activity in the next few years. The recognition of the need for modification of population policy is increasing. The 1980 census shows that the total number of population reached approximately 38.5 million with 1.57 per cent of the growth rate. It was projected that the size of Korean Population will reach around 42 million and 51 million in 1986 and 2000 respectively. Furthermore, there is some argument as to whether decline in the birth rate in Korea is too slow to meet government target. Hence, a new development of population policy and greatly increased amount of effort will be needed in order to achieve Zero Population Growth Rate before the year 2050. The development of future national population policy and its related area are recommended as follow: 1. It is highly recommended that the population planning law governing both vital events of birth and death and population migration should be legislated. 2. The National Population Policy Council, Chaired by Deputy Prime Minister should be activated to implement and coordinate population program within ministries. 3. Responsible organization of population and family planning program should be established as a Bureau unit at central government level. 4. For the improvement of national vital registration, an existing system should be studied and developed.

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Publication rate of presentations at Korean plastic surgery meetings: The R&R Forum, KSAPS, and KSPRS (2011-2015)

  • Lee, Jun-Ho;Choi, Manki;Kang, Chan-Su;Kim, Tae-Gon;Chung, Kyu Jin
    • Archives of Plastic Surgery
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    • v.46 no.4
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    • pp.311-317
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    • 2019
  • Background Since the initial Research and Reconstruction Forum (R&R Forum) in 2011, the R&R Forum, Korean Society for Aesthetic Plastic Surgery (KSAPS), and Korean Society of Plastic and Reconstructive Surgeons (KSPRS) have held annual meetings. This study was conducted to provide updated information on the publication rate of presentations at those meetings. Methods Plastic surgery-related abstracts presented at the R&R Forum, KSAPS, and KSPRS between 2011 and 2015 were collected. The sessions were divided into free papers, posters, and e-presentations (or e-posters) for each annual meeting. Abstract publication status was confirmed through PubMed, Google Scholar, the KCI-Korean Journal Database, and the KM-base database. Results In total, 2,335 abstracts were presented in the free paper, poster, and e-presentation sessions. Of these, 622 (26.6%) were published. The overall publication rates were 240 of 684 abstracts (35.1%) presented at the R&R Forum, 56 of 216 abstracts (25.9%) presented at the KSAPS meetings, and 326 of 1,435 abstracts (22.7%) presented at the KSPRS meetings. In terms of specific annual meetings, the 2014 R&R Forum had the highest publication rate (39.9%), followed by the 2015 KSAPS (31.0%) and the 2015 KSPRS (28.8%). Conclusions Scientific researchers present diverse results at these professional meetings, with a focus on innovative surgical techniques and improved surgical outcomes. This is our second study on this topic. Despite its limitations, this study indirectly shows that the recognition of Korean plastic surgeons and the quality of the annual meetings of Korean societies of plastic surgery have risen to the global level.

A Research on the Self-Nail Tips Product and Wearing Condition (셀프 네일 팁 제품 및 착용 실태 조사)

  • Kim, Haeun;Park, Hyunjeong;Do, Wolhee
    • Fashion & Textile Research Journal
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    • v.21 no.3
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    • pp.318-325
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    • 2019
  • This study analyzes current self-nail tips and nail-tip satisfaction. The study method selected from 3 domestic and 3 overseas companies analyzed current self-nail tips based on brand recognition and sales rate. A questionnaire was conducted on 261 adult women in their 20s and 50s about the satisfaction of nail care and self-nail tips. The results are as follows. As a result to analyze the current nail tips, there were products that did not contain the type of nail tip or the composition and ingredients of the glue. An online survey of the sizes of the current nail tips indicated differences in the sizing system method and that the presented sizes are different. The response rate was the highest for the survey results on why self-nail tips were preferred for respondents who prefer self-nail tips because the price was cheap. The reason why they did not prefer self-nail tips was that the degree of completeness was lower and the fitness was not good. In addition, it showed a high response rate in that the adhesive strength was poor and the size did not fit the nails. Therefore, it is necessary to develop a size for nail types by ergonomic design and develop a self-nail tip that can reduce nail damage.

Clinicopathologic characteristics and survival rate in patients with synchronous or metachronous double primary colorectal and gastric cancer

  • Park, Ji-Hyeon;Baek, Jeong-Heum;Yang, Jun-Young;Lee, Won-Suk;Lee, Woon-Kee
    • Korean Journal of Clinical Oncology
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    • v.14 no.2
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    • pp.83-88
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    • 2018
  • Purpose: Double primary colorectal cancer (CRC) and gastric cancer (GC) represent the most common multiple primary malignant tumors (MPMT) in Korea. The recognition and screening of hidden malignancies other than the primary cancer are critical. This study aimed to investigate the clinicopathologic characteristics and survival rates in patients with synchronous or metachronous double primary CRC and GC. Methods: Between January 1994 and May 2018, 11,050 patients were diagnosed with CRC (n=5,454) or GC (n=5,596) at Gil Medical Center. MPMT and metastatic malignant tumors were excluded from this study. A total of 103 patients with double primary CRC and GC were divided into two groups: the synchronous group (n=40) and the metachronous group (n=63). The incidence, clinicopathologic characteristics, and survival rate of the two groups were analyzed. Results: The incidence of synchronous and metachronous double primary CRC and GC was 0.93%. Double primary CRC and GC commonly occurred in male patients aged over 60 years with low comorbidities and minimal previous cancer history. There were significant differences between the synchronous and metachronous groups in terms of age, morbidity, and overall survival. Metachronous group patients were 6 years younger on average (P=0.009), had low comorbidities (P=0.008), and showed a higher 5-year overall survival rate (94.8% and 61.3%, P<0.001) in contrast to synchronous group. Conclusion: When primary cancer (CRC or GC) is detected, it is important to be aware of the possibility of the second primary cancer (GC or CRC) development at that time or during follow-up to achieve early detection and better prognosis.