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Raw Sensor Single Image Super Resolution Using Color Corrector-Attention Network (코렉터 어텐션 네트워크을 이용한 로우 센서 영상 초해상화 기법)

  • Paul Shin;Teaha Kim;Yeejin Lee
    • Journal of Broadcast Engineering
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    • v.28 no.1
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    • pp.90-99
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    • 2023
  • In this paper, we propose a super resolution network for raw sensor image which data size is lower comparatively to RGB image. But the actual capabilities of raw image super resolution depends on color correction because its absent of camera post processing that leads to unintended result having different white balance, saturation, etc. Thus, we introduce novel color corrector attention network by adopting the idea of precedent raw super resolution research, and tune to the our faced problem from data specification. The result is not superior to former researches but shows decent output on certain performance matrix. In the same time, we encounter new challenging problem of unexpected shadowing artifact around image objects that cause performance declination despite its good result overall. This problem remains a task to be solved in the future research.

Development of Robust Feature Recognition and Extraction Algorithm for Dried Oak Mushrooms (건표고의 외관특징 인식 및 추출 알고리즘 개발)

  • Lee, C.H.;Hwang, H.
    • Journal of Biosystems Engineering
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    • v.21 no.3
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    • pp.325-335
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    • 1996
  • Visual features are crucial for monitoring the growth state, indexing the drying performance, and grading the quality of oak mushrooms. A computer vision system with neural net information processing technique was utilized to quantize quality factors of a dried oak mushrooms distributed over the cap and gill sides. In this paper, visual feature extraction algorithm were integrated with the neural net processing to deal with various fuzzy patterns of mushroom shapes and to compensate the fault sensitiveness of the crisp criteria and heuristic rules derived from the image processing results. The proposed algorithm improved the segmentation of the skin features of each side, the identification of cap and gill surfaces, the identification of stipe states and removal of the stipe, etc. And the visual characteristics of dried oak mushrooms were analyzed and primary visual features essential to tile quality evaluation were extracted and quantized. In this study, black and white gray images were captured and used for the algorithm development.

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Simulation and Colorization between Gray-scale Images and Satellite SAR Images Using GAN (GAN을 이용한 흑백영상과 위성 SAR 영상간의 모의 및 컬러화)

  • Jo, Su Min;Heo, Jun Hyuk;Eo, Yang Dam
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.44 no.1
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    • pp.125-132
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    • 2024
  • Optical satellite images are being used for national security and collection of information, and their utilization is increasing. However, it acquires low-quality images that are not suitable for the user's requirement due to weather conditions and time constraints. In this paper, a deep learning-based conversion of image and colorization model referring to high-resolution SAR images was created to simulate the occluded area with clouds of optical satellite images. The model was experimented according to the type of algorithm applied and input data, and each simulated images was compared and analyzed. In particular, the amount of pixel value information between the input black-and-white image and the SAR image was similarly constructed to overcome the problem caused by the relatively lack of color information. As a result of the experiment, the histogram distribution of the simulated image learned with the Gray-scale image and the high-resolution SAR image was relatively similar to the original image. In addition, the RMSE value was about 6.9827 and the PSNR value was about 31.3960 calculated for quantitative analysis.

A Residual Echo and Noise Reduction Scheme with Linear Prediction for Hands-Free Telephony (핸즈프리 전화기를 위한 선형 예측기를 이용한 잔여반향 및 잡음 제거 구조)

  • Hwang, Kyung-Rok;Son, Kyung-Sik;Kim, Hyun-Tae
    • The Journal of the Acoustical Society of Korea
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    • v.28 no.5
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    • pp.454-460
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    • 2009
  • In this paper, we propose a residual echo and noise reduction scheme by using linear predictor for hands-free telephony applications. The proposed scheme whitens residual echo by the linear prediction during the non double-talk. But whitened residual echo signal still has speech characteristics. In this scheme, the whitened residual echo signal is more whitened by using the power of the linear prediction error signal and the linear predicted signal. After whitening process, near-end speech and ambient noise is present during double-talk but white noise will appear during non double-talk situation. By linearly predicting again the combined signal of the near-end speech and the whitened signal, the ambient noise is removed. Through computer simulation, it is shown that the proposed method performs well at the side of AIC (acoustic interference cancellation).

Memory Transmission and the Phases of Trauma in Vietnam War novels (베트남전쟁 소설에 나타난 기억의 전승과 트라우마 양상)

  • Eum, Yeong-Cheol
    • The Journal of the Korea Contents Association
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    • v.20 no.11
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    • pp.368-377
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    • 2020
  • In this paper, the transmission and the phases of the memories in the novels dealing with Vietnam War have been studied. As a research method, Aleida Assmann's memory theory which plays a role in culturoloy theory is utilized. This study shows firstly that the others' voices excluded from the official memories of Vietnam War have emerged. Vietnam War novels released after 1990s actively reflecting the others' voices transmitted fresh the cultural memories. As the stories of civilian massacre, defoliant victims, and children of mixed bloods, Lai Daihan excluded from the official memories have emerged as a main them in the Vietnam War novels, they have become resistant memories. Existence and Formality, a Vietnam War novel by Bang Hyeonsuk brings up how to remember Vietnam War. His another novel, Time to Eat Lobster shows that without the fundamental retrospect and introspection of Vietnam War, Korea can't help but have the identity of America. Secondly, this paper shows that the tragedy of Vietnam War remains as a trauma that human bodies remember. White War by Ahn Jeonghyo shows that the memory moves back to the past in the process of struggle. In the novel, Slow Bullet by Lee Daehwan the phases of demage from defoliants lead to the family's tragedy. The Red Ao Dai by O Hyeonmi shows how a Korean-Vietnamese overcomes negation of his father and win his identity. In A Sad Song in Saigon shows that a mixed blood, Sairang who suffered from the confusion of his identity and his story fell down to a romance novel because of the weakness of narrative.

The Study on 'characters made by Empress Wu Zetian' through The Avatamsaka-Sutra in ink on the white paper of the Shilla Period (신라(新羅) 백지묵서(白紙墨書) 화엄경(華嚴經)과 칙천무후자(則天武后字) 고찰(考察))

  • Park, Sang-Kuk
    • Korean Journal of Heritage: History & Science
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    • v.37
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    • pp.445-469
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    • 2004
  • The Avatamsaka Sutra copied in ink on the white paper of Shilla Period is the oldest manuscript in korea. This Avatamsaka Sutra is volume 1-10 and 44-50 of the 80 volume's transcription. According to the postscript, written with 528 letters at the end of the volume 10 and 50, this sutra is made during A.D. 754-755, for six months by the order Master Yon-gi(綠起 法師) who founded Hwaumsa Temple(華嚴寺.) It explains the procedure of the ritual and production method of the sutra-copying, and also shows the 19 participants with their name, address, official title, and etc. When the sutra was founded, volume 1-10 were so congealed that we could not open the volumes. And volume 44-50 was prohibited to take photograph for preservation. According to the recent examination, it proved that this sutra is the treasure for the study of the characters made by Empress Wu Zetian(則天武后.) The characters made by Empress Wu Zetian(A.D. 625-705) are new shape of chinese characters which is different from the traditional characters. After the demise of the Queen, the characters were not used any more officially, but privately some people used the characters for personal tastes and interest. The characters in the sutra includes 512 characters of 13 kinds of Empress We Zetians'. Compared to the Tun-huang version of the sutra, this is far better treasure for the study of Empress We Zetians' characters in terms of the number of the character and the their use of frequency. The Avatamsaka Sutra of Shoso-in(正倉院) in japan copied in A.D. 768 does not use the Empress We Zetians' characters. In this respect, this Shilla Avatamsaka-Sutra is a unique one preserves the original forms of Chinese translation at that time.

Performance Test for the Long Distance Sprayer by an Image Processing (영상처리를 이용한 광역방제기 팬의 성능실험)

  • Min, B.R.;Kim, D.W.;Seo, K.W.;Hong, J.T.;Kim, W.;Choi, J.H.;Lee, D.W.
    • Journal of Animal Environmental Science
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    • v.14 no.3
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    • pp.159-166
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    • 2008
  • This research was carried out to test and analyze capacity of the long distance sprayer fan in large livestock farmhouses. Long distance sprayer was manufactured to be able to spray a lot of water, which was a solvent for agricultural chemicals and black dye with the maximum spraying distance of 140 m and the effective spraying distance of 100 m. The spraying quantity and the distance were measured the intensity values of images within A4 papers, which absorbed the agricultural chemicals by spraying by binary image processing. These A4 papers were fixed upon the height of 1 m from soil ground at regular 10 m interval. After the A4 papers were collected and analyzed the intensity values of gray level. Gray level was ranged from 0 to 255, where 0 was black and 255 was white. A4 paper was fallen down from the stick at 10 m distance, because there were too large amount of sprayed water with black dye. Also, the paper showed low gray level at distance 30 m because of dropping lots of black water. The intensity value of gray level was showed almost less than 200 on the A4 papers between the distance 20 m and 100 m, which meant equality of spraying quantity. Additionally, it was possible to spay agricultural chemicals of until 180 m. Throughout this research, long distance sprayer could apply for preventing hoof-and-mouth disease in large livestock farmhouses.

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Making a Linguistic Connection for Interdisciplinary Research between Conservation Science and Ceramic History: The Case of 『Analytical Report of the Royal Kiln Complex at Gwangju in Gyeonggi Province』 (융합적 연구를 위한 도자기 보존과학과 도자사학 언어의 접목: 『경기도 광주관요 종합분석 보고서』를 중심으로)

  • Moon, Jiho
    • Journal of Conservation Science
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    • v.36 no.6
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    • pp.578-590
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    • 2020
  • During the 1960-1970s, a group of ceramic conservation scientists and ceramic historians in South Korea came together and established their own disciplines. While the two disciplines share the same ceramics as the subjects of their research, there has been little interaction between the two as their research outputs are articulated in remarkably different languages. This paper aims to address the following questions by using a case study that focuses on the research on white porcelains centered on the project of Gyeonggi Museum and a series of studies conducted by one of the museum's project research teams. First, what are the characteristics of and differences between the explanation styles of the two disciplines that share the same research subjects of ceramics? Second, why has the communication between the two disciplines become difficult? Third, if there can be a trading zone wherein the two disciplines would be able to communicate again, what would be its epistemic conditions? The focus of this paper is the relationship between scientific data and ordinary language, which the two disciplines have shared from their inception. By analyzing the relationship, I first argue that, as the analytical techniques of conservation science have become more developed, conservation science's data have gradually lost its relevance in ceramic history, in spite of a shared common language between them; Second, I argue that by recovering the import of shared language again, the scientific data can be placed in a different practical context, providing novel interpretations that are relevant and often consequential to ceramic history.

<Field Action Report> Local Governance for COVID-19 Response of Daegu Metropolitan City (<사례보고> 코로나바이러스감염증-19 유행과 로컬 거버넌스 - 2020년 대구광역시 유행에 대한 대응을 중심으로 -)

  • Kyeong-Soo Lee;Jung Jeung Lee;Keon-Yeop Kim;Jong-Yeon Kim;Tae-Yoon Hwang;Nam-Soo Hong;Jun Hyun Hwang;Jaeyoung Ha
    • Journal of agricultural medicine and community health
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    • v.49 no.1
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    • pp.13-36
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    • 2024
  • Objectives: The purpose of this field case report is 1) to analyze the community's strategy and performance in responding to infectious diseases through the case of COVID-19 infectious disease crisis response of Daegu Metropolitan City, and 2) to interpret this case using governance theory and infectious disease response governance framework. and 3) to propose a strategic model to prepare for future infectious disease outbreaks of the community. Methods: Cases of Daegu Metropolitan City's infectious disease crisis response were analyzed through researchers' participatory observations. And review of OVID-19 White Paper of Daegu Metropolitan City, Daegu Medical Association's COVID-19 White Paper, and literature review of domestic and international governance, and administrative documents. Results: Through the researcher's participatory observation and literature review, 1) establishment of leadership and response system to respond to the infectious disease crisis in Daegu Metropolitan City, 2) citizen's participation and communication strategy through the pan-citizen response committee, 3) cooperation between Daegu Metropolitan City and governance of public-private medical facilities, 4) decision-making and crisis response through participation and communication between the Daegu Metropolitan City Medical Association, Medi-City Daegu Council, and medical experts of private sector, 5) symptom monitoring and patient triage strategies and treatment response for confirmed infectious disease patients by member of Daegu Medical Association, 6) strategies and implications for establishing and utilizing a local infectious disease crisis response information system were derived. Conclusions: The results of the study empirically demonstrate that collaborative governance of the community through the participation of citizens, private sector experts, and community medical facilities is a key element for effective response to infectious disease crises.

A Study on $NO_x$ Reduction in a Light Duty Diesel Vehicle Equipped with a SCR Catalyst (선택적환원촉매를 적용한 중소형 경유차량의 질소산화물 저감 특성 연구)

  • Park, Young-Joon;Hong, Woo-Kyoung;Ka, Jae-Geum;Cho, Yong-Seok;Joo, Jae-Geon;Kim, Hyun-Ok
    • Transactions of the Korean Society of Automotive Engineers
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    • v.19 no.5
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    • pp.118-124
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    • 2011
  • To reach the Euro-6 regulations of PM and $NO_x$ for light-duty diesel vehicles, it will be necessary to apply the CDPF and the de-$NO_x$ catalyst. The described system consists of a catalytic configuration, where the CDPF is placed downstream of the diesel engine and followed by a urea injection unit and a urea-SCR catalyst. One of the advantages of this system configuration is that, in this way, the SCR catalyst is protected from PM, and both white PM and deposits become reduced. In the urea-SCR system, the injection control of reductant is the most important thing in order to have good performance of $NO_x$ reduction. The ideal ratio of $NH_3$ molecules to $NO_x$ molecules is 1:1 based on $NH_3$ consumption and having $NH_3$ available for reaction of all of the exhaust $NO_x$. However, under the too low and too high temperature condition, the $NO_x$ reduction efficiency become slower, due to temperature window of SCR catalyst. And space velocity also affects to $NO_x$ conversion efficiency. In this paper, rig-tests were performed to evaluate the effects of $NO_x$ and $NH_3$ concentrations, gas temperature and space velocity on the $NO_x$ conversion efficiency of the urea-SCR system. And vehicle test was performed to verify control strategy of reductatnt injection. The developed control strategy of reductant injection was improved over all $NO_x$ reduction efficiency and $NH_3$ consumption in urea-SCR system. Results of this paper contribute to develop urea-SCR system for light-duty vehicles to meet Euro-5 emission regulations.