• Title/Summary/Keyword: High-frequency attention

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Hybrid-Domain High-Frequency Attention Network for Arbitrary Magnification Super-Resolution (임의배율 초해상도를 위한 하이브리드 도메인 고주파 집중 네트워크)

  • Yun, Jun-Seok;Lee, Sung-Jin;Yoo, Seok Bong;Han, Seunghwoi
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.11
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    • pp.1477-1485
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    • 2021
  • Recently, super-resolution has been intensively studied only on upscaling models with integer magnification. However, the need to expand arbitrary magnification is emerging in representative application fields of actual super-resolution, such as object recognition and display image quality improvement. In this paper, we propose a model that can support arbitrary magnification by using the weights of the existing integer magnification model. This model converts super-resolution results into the DCT spectral domain to expand the space for arbitrary magnification. To reduce the loss of high-frequency information in the image caused by the expansion by the DCT spectral domain, we propose a high-frequency attention network for arbitrary magnification so that this model can properly restore high-frequency spectral information. To recover high-frequency information properly, the proposed network utilizes channel attention layers. This layer can learn correlations between RGB channels, and it can deepen the model through residual structures.

The Differential Impact of Bulk Text Message Advertising on Consumer Attention

  • MAKUDZA, Forbes;MASIYANISE, Leonard;MTISI, Edmore
    • The Journal of Industrial Distribution & Business
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    • v.11 no.7
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    • pp.7-17
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    • 2020
  • Purpose: The purpose of this study was to identify factors that enhance the effectiveness of bulk text message advertising on consumer attention in the telecommunications industry in Zimbabwe. Research design, data and methodology: The study collected data using structured questionnaires. The study attracted 293 responses from consumer subscribers of the Zimbabwean telecommunications industry. Data was analysed using SPSS and measures of association, direction, strength and significance were used. Results: The study found out that the examined variables of bulk text messaging (Simplicity, Frequency and Informativeness) had a positive significant impact on consumers' attention (β= 0.645; p-value < 0.05). The study examined four bulk text advertising determinants, namely frequency, simplicity, informativeness and credibility. Only credibility was found to be statistically insignificant (p-value > 0.05), whilst frequency had an inverse effect on consumer attention. Simplicity of bulk text advertisements recorded a high positive and significant impact whilst informativeness was also positively, and significantly affecting consumer attention. Conclusions: The study concluded that for bulk text advertising to be effective, text messages should be informative, easy to understand and dispatched less frequently. It was further concluded that bulk text advertising should follow permission marketing where consumers consent before hand to be recipients of commercials.

Analysis of the Wounding-Healing Themes in Sandplay Therapy Process for Children with Emotional Instability and Attention Deficit Children (정서불안 아동과 주의력 결핍 아동의 모래놀이치료 과정에서 표현된 상처와 치유 주제에 대한 분석)

  • Kim, Sun Suk;Kim, Ki Hyun
    • Human Ecology Research
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    • v.54 no.6
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    • pp.631-642
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    • 2016
  • This study analyzed of the themes (wounding and healing); concerning the Sandplay therapy process applied to children with emotional instability and attention deficit problems. The subjects of the study were 30 elementary school children who agreed to a personal-interview with the author. They all were families of receiving basic livelihood welfare living in the same county. After the preliminary analysis, the main study data collected from subjects was analyzed by variance (t-test), frequency analysis, and correlation analysis using the standard table modified in accordance with Mitchell's classification system. Particular attention was made in the analyses of the characteristics of the subjects as members of low-income families. As the Sandplay therapy proceeded, it became evident that the wounding area showed a low frequency while the healing area featured a high frequency, and confirmed (as in previous studies) that the Sandplay therapy would be effective for children with emotional instability as well as for those with attention deficit problems. The analysis of difference between the types of children with both problems revealed that Sandplay therapy was more effective for children with emotional instability than for those with attention deficit problems. The analysis also revealed that Sandplay therapy was more effective for girls than for boys.

Deep Learning-based Super Resolution Method Using Combination of Channel Attention and Spatial Attention (채널 강조와 공간 강조의 결합을 이용한 딥 러닝 기반의 초해상도 방법)

  • Lee, Dong-Woo;Lee, Sang-Hun;Han, Hyun Ho
    • Journal of the Korea Convergence Society
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    • v.11 no.12
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    • pp.15-22
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    • 2020
  • In this paper, we proposed a deep learning based super-resolution method that combines Channel Attention and Spatial Attention feature enhancement methods. It is important to restore high-frequency components, such as texture and features, that have large changes in surrounding pixels during super-resolution processing. We proposed a super-resolution method using feature enhancement that combines Channel Attention and Spatial Attention. The existing CNN (Convolutional Neural Network) based super-resolution method has difficulty in deep network learning and lacks emphasis on high frequency components, resulting in blurry contours and distortion. In order to solve the problem, we used an emphasis block that combines Channel Attention and Spatial Attention to which Skip Connection was applied, and a Residual Block. The emphasized feature map extracted by the method was extended through Sub-pixel Convolution to obtain the super resolution. As a result, about PSNR improved by 5%, SSIM improved by 3% compared with the conventional SRCNN, and by comparison with VDSR, about PSNR improved by 2% and SSIM improved by 1%.

Study on Dietary Factors Associated with Characteristics of Attention Deficit Hyperactivity Disorder (일부 초등학생에서 주의력결핍 과잉행동 성향과 관련된 식이요인)

  • Koo, Nam-Sun;Koo, Kyeong-Ok;Chung, Jayong
    • Journal of the Korean Society of Food Culture
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    • v.27 no.5
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    • pp.544-551
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    • 2012
  • The purpose of this study was to investigate the dietary factors associated with characteristics of attention deficit hyperactivity disorder (ADHD) in upper-grade elementary school students. The study subjects were 397 students, and 52% of total study subjects were boys. The risk for developing ADHD was assessed by using a DSM-IV questionnaire. Boy's ADHD score was higher than that of girls (p<0.001). Subjects were divided into two groups according to the median of the ADHD score in boys and girls. The high ADHD score group showed higher frequency of skipping breakfast and a lower score for good dietary habits, as compared to the normal group. Further, the high ADHD score group showed higher frequency of processed food intake with lower frequency of vegetable intake, as compared to the normal group. These results suggest that undesirable eating habits and frequent intake of processed foods may be associated with higher risk of developing ADHD in elementary school students.

The Development of Flaw Detection in Concrete by the Impact-Echo Testing Method (충격탄성파법을 이용한 콘크리트 내부의 결함탐상 기술개발)

  • 박선균;임창덕
    • Proceedings of the Korea Concrete Institute Conference
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    • 1991.04a
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    • pp.105-110
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    • 1991
  • The conventional high-frequency testing method is difficult to detect flaw in concrete because the high frequency stress wave is strongly attenuated due to the large grain size and heterogeneous structure. For restoration of this problem, we develop the stu요 of flaw detection in large concrete block containing various artificial flaws by low frequency spectrum anlysis of impact-echo waveforms. This impact-echo testing method is possible to determine the flaw size, shape and location in large concrete block even if required some attention in case of containing reinforcing steel bar.

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A Design of High Frequency Resonant Inverter (고주파 공진형 인버터의 설계에 관한 연구)

  • Song, Byung-Moon;Koo, Heun-Hoi;Kye, Moon-Ho;Kim, Dong-Hee
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.521-526
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    • 1991
  • High speed power switching technology is essential in developing high-frequency induction heating power supply. Since technological level of domestic industry is primitive, most of key technology is imported from the advanced foreign countries, and academic research will short of demand. Because of this background, this project requires national attention. Therefore, based on existing high-frequency technology, high-power high- frequency power supply for induction heating will be developed and various key technology in power switching technology, which will be used widely in industry, will be estabilished.

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Lifestyle Habits Associated with Poor Defecation Habit among Pupils in Japan

  • Kohyama, Jun
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • v.23 no.6
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    • pp.567-576
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    • 2020
  • Purpose: Not enough attention has been paid to defecation habits in Japan. This study aimed to emphasize the importance of defecation habits on health and function in Japanese pupils. Methods: Using multiple regression analysis, 2,722 questionnaires obtained from pupils in grades 5 to 12 were analyzed to determine lifestyle habits associated with defecation frequency. Results: Significant regression formulae for defecation scores were obtained for all school types: elementary school (ES) (adjusted R2=0.08, p<0.001), junior high school (JHS) (0.09, p<0.001), and senior high school (SHS) (0.15, p<0.001). The following factors were associated with poorer defecation scores, according to school type: female gender (all 3 school types), breakfast skipping (elementary and JHSs), lower physical activity (JHSs and SHSs), and longer school-day screen time (elementary and SHSs). In addition, poorer self-reported academic performance scores in ES, less standardized body mass index (BMI) in JHS, and shorter non-school- day screen time scores in SHS, were associated with poorer defecation scores. Conclusion: Poor defecation frequency showed significant associations with various lifestyle habits, such as breakfast skipping, physical activity, and screen time, among pupils. Academic performance and standardized BMI were also associated with defecation frequency. More attention should be paid to defecation frequency to sustain health and function in pupils.

A Study on Efficient FPS Game Operation Using Attention NPC Extraction (관심 NPC 추출을 이용한 효율적인 FPS 게임 운영에 관한 연구)

  • Park, Changmin
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.2
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    • pp.63-69
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    • 2017
  • The extraction of attention NPC in a FPS game has emerged as a very significant issue. We propose an efficient FPS game operation method, using the attention NPC extraction with a simple arithmetic. First, we define the NPC, using the color histogram interaction and texture similarity in the block to determine the attention NPC. Next, we use the histogram of movement distribution and frequency of movement of the NPC. Becasue, except for the block boundary according to the texture and to extract only the boundaries of the object block. The edge strength is defined to have high values at the NPC object boundaries, while it is designed to have relatively low values at the NPC texture boundaries or in interior of a region. The region merging method also adopts the color histogram intersection technique in order to use color distribution in each region. Through the experiment, we confirmed that NPC has played a crucial role in the FPS game and as a result it draws more speed and strategic actions in the game.

Mechanical Properties and Fabrication of Nanostructured Mg2SiO4-MgAl2O4 Composites by High-Frequency Induction Heated Combustion (기계적 활성화된 분말로부터 고주파유도 가열 연소합성에 의한 나노구조 Mg2SiO4-MgAl2O4 복합재료 제조 및 기계적 특성)

  • Shon, In-Jin;Kang, Hyun-Su;Hong, Kyung-Tae;Doh, Jung-Mann;Yoon, Jin-Kook
    • Korean Journal of Metals and Materials
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    • v.49 no.8
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    • pp.614-618
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    • 2011
  • Nanopowders of MgO, $Al_2O_3$ and $SiO_2$ were made by high energy ball milling. The rapid sintering of nanostructured $MgAl_2O_4-Mg_2SiO_4$ composites was investigated by a high-frequency induction heating sintering process. The advantage of this process is that it allows very quick densification to near theoretical density and inhibition of grain growth. Nanocrystalline materials have received much attention as advanced engineering materials with improved physical and mechanical properties. As nanomaterials possess high strength, high hardness, excellent ductility and toughness, undoubtedly, more attention has been paid for the application of nanomaterials. Highly dense nanostructured $MgAl_2O_4-Mg_2SiO_4$ composites were produced with simultaneous application of 80MPa pressure and induced output current of total power capacity (15 kW) within 2min. The sintering behavior, gain size and mechanical properties of $MgAl_2O_4-Mg_2SiO_4$ composites were investigated.