• 제목/요약/키워드: post-up-sampling

검색결과 30건 처리시간 0.023초

Efficient Multi-scalable Network for Single Image Super Resolution

  • Alao, Honnang;Kim, Jin-Sung;Kim, Tae Sung;Lee, Kyujoong
    • Journal of Multimedia Information System
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    • 제8권2호
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    • pp.101-110
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    • 2021
  • In computer vision, single-image super resolution has been an area of research for a significant period. Traditional techniques involve interpolation-based methods such as Nearest-neighbor, Bilinear, and Bicubic for image restoration. Although implementations of convolutional neural networks have provided outstanding results in recent years, efficiency and single model multi-scalability have been its challenges. Furthermore, previous works haven't placed enough emphasis on real-number scalability. Interpolation-based techniques, however, have no limit in terms of scalability as they are able to upscale images to any desired size. In this paper, we propose a convolutional neural network possessing the advantages of the interpolation-based techniques, which is also efficient, deeming it suitable in practical implementations. It consists of convolutional layers applied on the low-resolution space, post-up-sampling along the end hidden layers, and additional layers on high-resolution space. Up-sampling is applied on a multiple channeled feature map via bicubic interpolation using a single model. Experiments on architectural structure, layer reduction, and real-number scale training are executed with results proving efficient amongst multi-scale learning (including scale multi-path-learning) based models.

가중치 결합 양방향 필터를 이용한 깊이 지도의 업샘플링 방법 (Up-Sampling Method of Depth Map Using Weighted Joint Bilateral Filter)

  • 오동률;오병태;신지태
    • 한국통신학회논문지
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    • 제40권6호
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    • pp.1175-1184
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    • 2015
  • 3D 영상의 획득을 위해 이용하는 깊이 지도는 영상의 깊이 정보를 가지고 있다. 그러나 일반적으로 고해상도이며 잡음이 제거된 고화질의 깊이 지도를 카메라로부터 직접 획득하는 것은 어렵다. 그래서 저해상도의 깊이 지도를 획득하고 업샘플링 및 전/후 영상처리를 통해 높은 품질의 고해상도 깊이 지도를 획득하는 기법들이 연구되고 있다. 하지만 기존의 연구는 영상의 질에 큰 변수로 작용하는 에지 부분의 효과적 업샘플링이 미흡하다. 그래서 본 논문은 에지 부분을 차별적으로 고려하는 인지적인 특성을 반영한 영상품질향상 연구에 초점을 맞춰 결합 양방향 필터의 가중치를 적응적으로 조절함으로써 깊이 지도와 합성 영상을 개선한 고해상도의 깊이 지도를 얻는 업샘플링 방법을 제안하였다. 제안 방식을 기존의 방식과 비교하였을 때 PSNR 측면과 주관적 품질에서 이득이 있음을 보였다.

기상 후 시간에 따른 음도 변화에 대한 연구 (A Research on Time-Dependent Fundamental Frequency Variations after Waking up in the Morning)

  • 안종복;남현욱;정옥란
    • 음성과학
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    • 제15권2호
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    • pp.169-176
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    • 2008
  • This study was intended to analyze difference of vocal folds movements between upon wakeup and in several hours later in the morning. The difference of vocal fold movements was compared with fundamental frequency and a range of fundamental frequencies from maximum to minimum. The participants were 30 female adults between 20 and 29 years old. Voice samples were collected from their reading sentence (Jeong, 1993). The first sampling was conducted within 5 minutes after wakeup, while the second on 1 hour after the first sampling. Finally, the third voice sample was collected on 6 hours after the second sampling. The results of this study were as follows: First, fundamental frequency of the participants were by hour significantly time-dependent(F=7.843). Post-hoc multiple comparison (LSD) was conducted to determine when the difference could be observed. The result showed significant differences between upon wakeup and 6 hours later (p< .001) and between 1 hour later and 6 hours later (p< .05). Second, there were a significantly time-dependent ranges of fundamental frequencies of participants by hour (F=3.130). According to the results of the LSD analysis the significant differences in range of fundamental frequencies were found between upon wakeup and 1 hour later and also between wakeup and 6 hours later (p< .05). The results above indicate that vocal fold movements upon wakeup is different from those of several hours later.

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CARDB를 이용한 반복적인 업-다운 샘플링 네트워크 기반의 단일 영상 초해상도 복원 (Single Image Super-Resolution Using CARDB Based on Iterative Up-Down Sampling Architecture)

  • 김인구;유송현;정제창
    • 방송공학회논문지
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    • 제25권2호
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    • pp.242-251
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    • 2020
  • 최근 단일 영상 초해상도에 깊은 합성 곱 신경망을 적용한 알고리듬이 많이 연구되었다. 현존하는 딥러닝 기반 초해상도 기법들은 네트워크의 후반부에 해상도를 업샘플링 하는 구조를 가진다. 이러한 구조는 저해상도에서 고해상도로 한 번에 매핑을 하기에 많은 정보를 예측하는 높은 확대율에서 비효율적인 구조를 가진다. 본 논문에서는 반복적인 업-다운 샘플링 구조를 기반으로 하여 채널 집중 잔여 밀집 블록을 이용한 단일 영상 초해상도 기법을 제안한다. 제안한 알고리듬은 저해상도와 고해상도의 매핑 관계를 효율적으로 예측하여 높은 확대율에서 기존의 알고리듬에 비해 최대 0.14dB 성능 향상과 개선된 주관적 화질을 보여준다.

SPACE 수업 전략이 국민 학교 아동들의 증발과 응결 개념 변화에 미치는 영향 (Effectiveness of SPACE Instructional Strategies for the Conceptual Change of the Elementary School children on Evaporation and Condensation)

  • 최병순;김효남;강순희;김영준
    • 한국과학교육학회지
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    • 제14권3호
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    • pp.272-284
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    • 1994
  • The aim of this research was to compare and analyze the children's ideas on evaporation and condensation between pre- and post-intervention. Forty-eight children from six elementary schools in Seoul and Kyung Ki provinces were sampled by stratified random sampling. A set of structured activities was then provided which allow children to explore evaporation and condensation phenomena. All of these activities had a preliminary phase which required the child to predict or speculate on evaporation and condensation using their existing knowledge. These structured activities on evaporation and condensation were reviewed by three professors and eigth primary school teachers. Their comments were used to revise the original contents of the structured activities. The data analysed were gathered by the questionaire and the interview. Pre- and post-intervention data related to evaporation and condensation were collected by the same teacher, and analysed into the same category scheme. Data coding was carried out several times by the researcher to ensure reliablity. Data collected were then classified and analyzed according to the types of children's ideas. The findings of this study were as follows: Results of this study showed that the the vocabulary used to describe the evaporation phenomena varied according to the context, and the scientific term "evaporated" was more frequently used by the older children after post-intervention. But everyday terms such as"dried up","disappered", "gone up" were also used by children as much as the level of pre-intervention. Scientific conception on the location of evaporated water, the factor of evaporation, the ideas about getting the water back and assumption about the physical state of the missing water has been increased for the most of the children after intervention. It was found that the intervention using was effective SPACE strategies regardless of the grade level of the children.

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처플렛을 이용한 회전체 오더 분석 알고리듬 개발 (Development of Order Tracking Algorithm using Chirplet Transform)

  • 손석만;이준신;이상국;이욱륜;이선기
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.513-517
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    • 2005
  • The condition monitoring of rotating machinery such as turbines, pumps and compressors, determine what repairs are needed to avoid shutdown and disassembly of the machine in an industrial plant Many diagnosis methods have been developed for use when the machine is running at steady state, the stationary condition. But much information can be gained about a rotor's condition during non-stationary conditions such as run-up and run-down. Order tracking analysis is a powerful tool for analyzing the condition of a rotating machine when its speed changes over time. Powerful OTA using digital signal processing has some advantages(cheap hardware, the powerful methods, the accurate post processing) and also some disadvantages(calculation time, high speed sampling). New OTA tool based on the chirplet transform is similar to the short time Fourier transform. But, it has good resolution at high speed like other OTA methods based STFT and more resolution for constant frequency components than re-sampling OTA.

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보건진료원 직무수행에 영향을 미치는 요인에 관한 연구 - 경기도 관내 보건진료원을 중심으로 - (A Study on the Factors which influenced the Performance of Community Health Practitioners' Function -Around the CHPs in Kyonggi-province Area-)

  • 이명숙
    • 한국보건간호학회지
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    • 제3권1호
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    • pp.18-37
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    • 1989
  • This study was done in order to analyze the factors which influenced the performance level of community health practitioners' task. Interview survey was done during the period from August to October, 1986. Interviewee were 166 CHPs among total of 217 CHPs in Kyonggi province area. Multiple stepwise regression and canonical correlation analysis were used to identify major factors influenced to perform community health practitioners' task. The results of this study were summarized as follows: 1. General characteristics of CHPs 1) Personal characteristics The average age of CHPs was 37.8 years and their marital status was $77.6\%$ of married, educational back-ground was $65.3\%$ of junior college graduation. Their job career was $38.6\%$ of between 1-3 years, $33.3\%$ of between 3-5 years, $22.2\%$ of less than 1 years. Most of CHPs$(62.8\%)$ were fully satisfied with their job, $33.3\%$ were moderately, and $3.8\%$ were not satisfied. 2) Working environmental condition Only $31.7%$ of CHPs were satisfied with their working condition of primary health post, $26.6\%$ were not satisfied. Half of CHPs$(52.5\%)$ replied having good cooperation with health center, $10.1\%$ replied bad. Cooperation with health subcenter was good in $32.9\%$, and bad in $21.9%$. Cooperation with private health institutions was good in $34.2\%$, bad in $21.6%$. 2. Performance level of community health practitioners' task Among a total of 52 contents of their functions medical history taking. physical examination, referral of diagnostic laboratory work-up($(86.4\%)$, health assessment of pregnant women$(82.1\%)$, development of health information system$(79.4\%)$, supervision of health workers $(78.4\%)$, follow-up of family planning acceptors$(77.3\%)$, and follow-up of family planning acceptors' side effects$(77.3\%)$ were actively performed. Diagnosis of pregnancy$(62.1\%)$, sampling of drinking water for quality test$(52.5\%)$, making list of equipment' & supplies $(51.5\%)$, evaluation of primary health post activities $(37.6\%)$, organization of village health workers$(32.4\%)$ and management of village health workers $(30.1\%)$ were poorly performed. 3. Stepwise multiple regression analysis of job function The factors which influenced the performance level of community health practitioners' function were age, marital status, educational level, job career, job satisfaction, satisfaction of working environment of primary health post, cooperation of health center, cooperation of health center, cooperation of private health instiutions in orders. These 9 variables were able to explain job function from $25.7\%$ of program planning to $6.7\%$ of management of common disease. 4. Canonical correlation analysis between the performance of function and general characteristics of CHPs. Cooperation of private health institutions was found to be the factor influencing task performance of community organization, management of primary health post, technical supervision of health personnels. Job satisfaction of CHPs was also found to be the factor influencing task performance of family planning, management of common disease and maintenance of health information system.

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Effectiveness of a Training Program Based on Stress Management on NEDSA Staff and Line Staff

  • Azad, Esfandiar;Hassanvand, Bagher;Eskandari, Mohsen
    • Safety and Health at Work
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    • 제13권2호
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    • pp.235-239
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    • 2022
  • Background: The purpose of present study was to determine the effectiveness of training program based on job stress management in NEDSA and line staff. Methods: The study method of this study was quantitative and quasi-experimental research Methods: From the statistical population (all employees of the NEDSA and line staff in 2020-2021), 30 of these people were selected by judgmental sampling method and considering the inclusion and exclusion criteria. The participants were first matched based on age and education and were randomly divided into experimental and control groups. First, pre-test was taken from both groups (Job Stress Questionnaire). The experimental group was presented with a job stress management training package and no protocol was presented in the control group. After the sessions, post-test was received from both groups (experimental and control). After two months, a follow-up test was performed. Results: The results were entered into SPSS-24 software and analyzed. The results of repeated measure showed high effectiveness of the job stress management package (researcher-made). The results showed that the job stress management training package showed 67.5% effectiveness and also the training effect of job stress management training was stable for two months (follow-up). Conclusion: Based on these results, Training program based on stress management can be effective in military staff.

Chemical Composition of Post-Harvest Biomass Burning Aerosols in Gwangju, Korea

  • Kim, Young-J.;Ryu, Seong-Y.;Kang, Gong-U.
    • 한국환경과학회:학술대회논문집
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    • 한국환경과학회 2003년도 International Symposium on Clean Environment
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    • pp.79-84
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    • 2003
  • The main objective of this study was to investigate the chemical characteristics of post-harvest biomass burning aerosols from field burning of barley straw in late spring and rice straw in late fall in rural area in Korea. 12-hr integrated intensive sampling of $PM_{10}$ and $PM_{2.5}$ biomass burning aerosols had been conducted continuously at Gwangju, Korea 4-15 June 2001 and 8 October-14 November 2002. The fine and coarse particles of biomass burning aerosols were collected for mass, ionic, elemental, and carbonaceous species analysis. Average fine and coarse mass concentrations of biomass burning aerosols were measured to be 129.6, 24.2 ${{\mu}gm}^{-3}$ in June 2001 and 47.1, 33.2 ${{\mu}gm}^{-3}$ in October to November 2002, respectively. Exceptionally high level of $PM_{2.5}$ concentration up to 157.8 ${{\mu}gm}^{-3}$ well above 24-hour standard was observed during the biomass burning event days under stagnant atmosphere condition. During biomass burning periods dominant ionic species were $Cl^{-}$, ${NO_3}^{-}$, ${SO_4}^{2-}$, and ${NH_4}^{+}$ in fine and coarse mode. In the fine mode $Cl^{-}$ and ${KCl}^{+}$ were unusually rich due to the high content of the semiarid vegetation. High OC values and OC/EC ratios were also measured during the biomass burning periods. Increased amount of fine aerosols with high enrichment, which were originated from biomass burning of post-harvest agricultural waste, resulted in extremely severe particulate air pollution and visibility degradation in the region. Particulate matters from open field burning of agricultural wastes cause great adverse impact on local air quality and regional climate.

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Marked Corridor 20 Meters Brief Walking Aerobic Exercise Improves the Quality of Life and Functional Capability of Stroke Survivor Outpatients in Tertiary Hospitals in Osogbo, Nigeria

  • Ojo, Israel Arogundade;Dominic, Olufunmilola Leah;Adeyemi, Wale Johnson
    • 대한물리의학회지
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    • 제17권2호
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    • pp.41-51
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    • 2022
  • PURPOSE: The functional limitations in stroke survivors promote sedentary lifestyles and quality of life inadequacies, but there is increasing evidence that this could be minimized by physical exercise. Therefore, this study examined the effects of physical exercise on the quality of life (QoL) and functional capacity (ability to stand up from a sitting position) among stroke survivors drafted from two tertiary hospitals in Osogbo, Nigeria. METHODS: A purposive sampling technique was used to select 21 registered right or left outpatient hemiplegic stroke survivors in a pre- and post-test experimental research design. The research questions were presented using descriptive statistics of frequency, percentage, mean and standard deviation, while an Analysis of Variance (ANOVA) was used to test the study hypothesis at the .05 alpha level for significance. RESULTS: Compared to the baseline (week 0), there were significant increases in the general quality of life, healthy well-being, physical exercise, pain perception, and environmental domains of QOL among the survivors in week four. Moreover, a significant increase was observed in these indices in week eight, compared to week four, except for the pain perception domain. Compared to the baseline, there was a significant decrease in the time it took the stroke survivors to stand up from a sitting position in week four. A significant decrease was observed in this index in week eight compared to week four. CONCLUSION: Marked corridor 20 meters brief walking exercise for eight weeks significantly improved the quality of life and ability to stand up from a sitting position in stroke survivors in Osogbo, Nigeria.