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Toward accurate synchronic magnetic field maps using solar frontside and AI-generated farside data

  • Jeong, Hyun-Jin;Moon, Yong-Jae;Park, Eunsu
    • The Bulletin of The Korean Astronomical Society
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    • v.46 no.1
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    • pp.41.3-42
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    • 2021
  • Conventional global magnetic field maps, such as daily updated synoptic maps, have been constructed by merging together a series of observations from the Earth's viewing direction taken over a 27-day solar rotation period to represent the full surface of the Sun. It has limitations to predict real-time farside magnetic fields, especially for rapid changes in magnetic fields by flux emergence or disappearance. Here, we construct accurate synchronic magnetic field maps using frontside and AI-generated farside data. To generate the farside data, we train and evaluate our deep learning model with frontside SDO observations. We use an improved version of Pix2PixHD with a new objective function and a new configuration of the model input data. We compute correlation coefficients between real magnetograms and AI-generated ones for test data sets. Then we demonstrate that our model better generate magnetic field distributions than before. We compare AI-generated farside data with those predicted by the magnetic flux transport model. Finally, we assimilate our AI-generated farside magnetograms into the flux transport model and show several successive global magnetic field data from our new methodology.

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Equilibrium Fractionation of Clumped Isotopes in H2O Molecule: Insights from Quantum Chemical Calculations (양자화학 계산을 이용한 H2O 분자의 Clumped 동위원소 분배특성 분석)

  • Sehyeong Roh;Sung Keun Lee
    • Korean Journal of Mineralogy and Petrology
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    • v.36 no.4
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    • pp.355-363
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    • 2023
  • In this study, we explore the nature of clumped isotopes of H2O molecule using quantum chemical calculations. Particularly, we estimated the relative clumping strength between diverse isotopologues, consisting of oxygen (16O, 17O, and 18O) and hydrogen (hydrogen, deuterium, and tritium) isotopes and quantify the effect of temperature on the extent of isotope clumping. The optimized equilibrium bond lengths and the bond angles of the molecules are 0.9631-0.9633 Å and 104.59-104.62°, respectively, and show a negligible variation among the isotopologues. The calculated frequencies of the modes of H2O molecules decrease as isotope mass number increases, and show a more prominent change with varying hydrogen isotopes over those with oxygen isotopes. The equilibrium constants of isotope substitution reactions involving these isotopologues reveal a greater effect of hydrogen mass number than oxygen mass number. The calculated equilibrium constants of clumping reaction for four heavy isotopologues showed a strong correlation; particularly, the relative clumping strength of three isotopologues was 1.86 times (HT18O), 1.16 times (HT17O), and 0.703 times (HD17O) relative to HD18O, respectively. The relative clumping strength decreases with increasing temperature, and therefore, has potential for a novel paleo-temperature proxy. The current calculation results highlight the first theoretical study to establish the nature of clumped isotope fractions in H2O including 17O and tritium. The current results help to account for diverse geochemical processes in earth's surface environments. Future efforts include the calculations of isotope fractionations among various phases of H2O isotopologues with a full consideration of the effect of anharmonicity in molecular vibration.

Fast Algorithm for Disparity Estimation in ATSC-M/H based Hybrid 3DTV (ATSC-M/H 기반의 융합형 3DTV를 위한 양안시차 고속 추정 알고리즘)

  • Lee, Dong-Hee;Kim, Sung-Hoon;Lee, Jooyoung;Kang, Dongwook;Jung, Kyeong-Hoon
    • Journal of Broadcast Engineering
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    • v.19 no.4
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    • pp.521-532
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    • 2014
  • ATSC-M/H based hybrid 3DTV, which is one of the service compatible 3DTV system, has considerable quality gap between the left and right views. And CRA(Conditional Replenishment Algorithm) has been proposed to deal with the issue of resolution mismatch and improve the visual quality. In CRA, the disparity vectors of stereoscopic images are estimated. The disparity compensated left view and simply enlarged right view are compared and conditionally selected for generating the enhanced right view. In order to implement CRA, a fast algorithm is strongly required because the disparity vectors need to be obtained at every layer and the complexity of CRA is quite high. In this paper, we adopted SDSP(Small Diamond Search Pattern) instead of full search and predicted the initial position of search pattern by examining the spatio-temporal correlation of disparity vectors and also suggested the SKIP mode to limit the number of processing units. The computer simulation showed that the proposed fast algorithm could greatly reduce the processing time while minimizing the quality degradation of reconstructed right view.

Multi-Threaded Parallel H.264/AVC Decoder for Multi-Core Systems (멀티코어 시스템을 위한 멀티스레드 H.264/AVC 병렬 디코더)

  • Kim, Won-Jin;Cho, Keol;Chung, Ki-Seok
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.47 no.11
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    • pp.43-53
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    • 2010
  • Wide deployment of high resolution video services leads to active studies on high speed video processing. Especially, prevalent employment of multi-core systems accelerates researches on high resolution video processing based on parallelization of multimedia software. In this paper, we propose a novel parallel H.264/AVC decoding scheme on a multi-core platform. Parallel H.264/AVC decoding is challenging not only because parallelization may incur significant synchronization overhead but also because software may have complicated dependencies. To overcome such issues, we propose a novel approach called Multi-Threaded Parallelization(MTP). In MTP, to reduce synchronization overhead, a separate thread is allocated to each stage in the pipeline. In addition, an efficient memory reuse technique is used to reduce the memory requirement. To verify the effectiveness of the proposed approach, we parallelized FFmpeg H.264/AVC decoder with the proposed technique using OpenMP, and carried out experiments on an Intel Quad-Core platform. The proposed design performs better than FFmpeg H.264/AVC decoder before the parallelization by 53%. We also reduced the amount of memory usage by 65% and 81% for a high-definition(HD) and a full high-definition(FHD) video, respectively compared with that of popular existing method called 2Dwave.

A Study on the HDTV Programming of Three Major Terrestrial Broadcasting Systems (지상파방송 3사의 HDTV프로그램 편성에 관한 연구)

  • Yu, Sae-Kyung;Kim, Mi-Ra
    • Korean journal of communication and information
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    • v.29
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    • pp.111-145
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    • 2005
  • In this study, the problems In the current HDTV programming strategies were critically inquired into and reform measures were sought through in-depth interview with HDTV programming staff and program directors of the three major terrestrial broadcasting systems that are in their fourth year of HDTV broadcasting, and through analysis of the characteristics of HDTV programming. The analysis of this study showed that the time allocated to HDTV programs far exceeded the thirteen hours per week set by the Korean Broadcasting Commission. However, the percentage of HDTV programs broadcasted during the prime time was low, which as a result, limited the opportunity for the audiences to experience HDTV. furthermore, the low percentage of programs such as documentaries, sports, movies, etc. that are preferred by early adopters and through which the features of HDTV including high quality of picture, wide screen, etc. can be fully applied and shown did not appear to help in accelerating the popularization of HDTV In order to improve these problems, despite their having to bear the initial production costs, the broadcasting systems must come up with an aggressive strategies for the programming of documentaries, sports programs and dramas in order to strengthen the competitiveness in HDTV production and secure future adopters, and together with this, full support from the policy planning authorities and companies manufacturing electric home appliances, the other leaders in DTTB(Digital Terrestrial Television Broadcasting) transition, are necessary in order to promote the production of HD contents.

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Classification of maturation of bacterial dental deposits using differences in fluorescence intensity (형광 차이를 이용한 세균성 치아 침착물의 성숙도 구별)

  • Cho, Mu-Yeol;Lee, Eun-Song;de Jong, Elbert de Josselin;Yoon, Hong-Chul;Kim, Baek-Il
    • The Journal of the Korean dental association
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    • v.57 no.4
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    • pp.213-220
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    • 2019
  • Purpose: The aim of this study was to evaluate the red fluorescence characteristics of bacterial dental deposits assessed by quantitative light-induced fluorescence (QLF) technology and confirm whether the red fluorescence can distinguish and evaluate quantitatively accumulation of bacterial dental deposits. Methods: This retrospective cross-sectional study used QLF images captured at a dental clinic from January to December 2016. In each QLF image, a skilled examiner selected one region where the presence of deposits was suspected. Then, the regions were classified into three groups of not detectable deposits(ND), half detectable deposits (HD), and full detectable deposits (FD) by two examiners according to classification criteria. Only those images where the regions of bacterial dental deposits were classified identically by all examiners were used for analysis. The mean red fluorescence intensity (RFI) was defined as the mean value of R/G for all pixels in the regions. The RFI was compared between groups using Welch's ANOVA test, and the Spearman correlation was calculated to assess the association between RFI and accumulation of deposits. Results: In this study, 351 images among the collected images of 605 subjects were finally selected. The mean age of subjects was about 44 years. The R/G values of the ND, HD and FD were 0.73, 1.26 and 1.83 respectively. There were significant differences between all groups (p<0.001), and strong positive correlation was identified between the R/G value and the accumulation of deposits (r = 0.90, p<0.001). Conclusion: The intensity of red fluorescence as observed in the QLF images correlated well with the accumulation maturation of the deposits, which indicates that the QLF technology can be used to evaluate the status of oral hygiene.

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Optimized Hardware Design using Sobel and Median Filters for Lane Detection

  • Lee, Chang-Yong;Kim, Young-Hyung;Lee, Yong-Hwan
    • Journal of Advanced Information Technology and Convergence
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    • v.9 no.1
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    • pp.115-125
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    • 2019
  • In this paper, the image is received from the camera and the lane is sensed. There are various ways to detect lanes. Generally, the method of detecting edges uses a lot of the Sobel edge detection and the Canny edge detection. The minimum use of multiplication and division is used when designing for the hardware configuration. The images are tested using a black box image mounted on the vehicle. Because the top of the image of the used the black box is mostly background, the calculation process is excluded. Also, to speed up, YCbCr is calculated from the image and only the data for the desired color, white and yellow lane, is obtained to detect the lane. The median filter is used to remove noise from images. Intermediate filters excel at noise rejection, but they generally take a long time to compare all values. In this paper, by using addition, the time can be shortened by obtaining and using the result value of the median filter. In case of the Sobel edge detection, the speed is faster and noise sensitive compared to the Canny edge detection. These shortcomings are constructed using complementary algorithms. It also organizes and processes data into parallel processing pipelines. To reduce the size of memory, the system does not use memory to store all data at each step, but stores it using four line buffers. Three line buffers perform mask operations, and one line buffer stores new data at the same time as the operation. Through this work, memory can use six times faster the processing speed and about 33% greater quantity than other methods presented in this paper. The target operating frequency is designed so that the system operates at 50MHz. It is possible to use 2157fps for the images of 640by360 size based on the target operating frequency, 540fps for the HD images and 240fps for the Full HD images, which can be used for most images with 30fps as well as 60fps for the images with 60fps. The maximum operating frequency can be used for larger amounts of the frame processing.

Stereoscopic Video Compositing with a DSLR and Depth Information by Kinect (키넥트 깊이 정보와 DSLR을 이용한 스테레오스코픽 비디오 합성)

  • Kwon, Soon-Chul;Kang, Won-Young;Jeong, Yeong-Hu;Lee, Seung-Hyun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.10
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    • pp.920-927
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    • 2013
  • Chroma key technique which composes images by separating an object from its background in specific color has restrictions on color and space. Especially, unlike general chroma key technique, image composition for stereo 3D display requires natural image composition method in 3D space. The thesis attempted to compose images in 3D space using depth keying method which uses high resolution depth information. High resolution depth map was obtained through camera calibration between the DSLR and Kinect sensor. 3D mesh model was created by the high resolution depth information and mapped with RGB color value. Object was converted into point cloud type in 3D space after separating it from its background according to depth information. The image in which 3D virtual background and object are composed obtained and played stereo 3D images using a virtual camera.

Lossless Frame Memory Compression with Low Complexity based on Block-Buffer Structure for Efficient High Resolution Video Processing (고해상도 영상의 효과적인 처리를 위한 블록 버퍼 기반의 저 복잡도 무손실 프레임 메모리 압축 방법)

  • Kim, Jongho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.20-25
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    • 2016
  • This study addresses a low complexity and lossless frame memory compression algorithm based on block-buffer structure for efficient high resolution video processing. Our study utilizes the block-based MHT (modified Hadamard transform) for spatial decorrelation and AGR (adaptive Golomb-Rice) coding as an entropy encoding stage to achieve lossless image compression with low complexity and efficient hardware implementation. The MHT contains only adders and 1-bit shift operators. As a result of AGR not requiring additional memory space and memory access operations, AGR is effective for low complexity development. Comprehensive experiments and computational complexity analysis demonstrate that the proposed algorithm accomplishes superior compression performance relative to existing methods, and can be applied to hardware devices without image quality degradation as well as negligible modification of the existing codec structure. Moreover, the proposed method does not require the memory access operation, and thus it can reduce costs for hardware implementation and can be useful for processing high resolution video over Full HD.

대면적 방전셀을 적용한 AC PDP의 방전 특성 연구

  • Yun, Min-Su;Jeong, Hui-Un;Lee, Tae-Ho;Hwang, Gi-Ung
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.02a
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    • pp.449-449
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    • 2012
  • 플라즈마 디스플레이 패널(PDP)은 가격 경쟁력이 뛰어나고 빠른 반응 속도를 기반으로 한 생생한 화질이 구현 가능한 장점에 힘입어 대형 평판 디스플레이 시장에서 주도적인 위치를 점하여 왔다. 이러한 특징을 갖고 있는 PDP는 최근 성장세를 보이고 있는 PID (Public Information Display) 시장에서도 그 효력을 발휘할 것으로 보인다. 따라서 기존의 HD급이나 Full HD급 미소 방전셀이 아닌 대면적 방전셀을 적용한 PDP 의 방전 특성에 대한 연구가 중요할 것으로 생각된다. 본 논문에서는 ITO 전극 간격 및 전극 폭, 격벽의 폭 및 높이 등 PDP 의 방전 특성에 영향을 미치는 요소들의 수치를 변화시켜 가며 대면적 방전셀을 적용한 PDP의 기본적인 방전 특성을 살펴보고자 하였다. 이를 바탕으로 대면적 방전셀 PDP에서 고효율을 달성하기 위해 필요한 인자의 설계 방향을 제시해보고자 하였다. 본 논문에서 연구된 PDP는 0.862.58 mm의 셀의 크기를 갖도록 설계하였다. 앞서 제시한 바와 같이 구조 변수의 최적화를 위하여 ITO 전극 간격은 80~1, 전극의 폭은 250~750로 다양하게 주어 상판을 제작하였고 격벽의 폭은 100~200, 높이는 150~300까지 다양한 크기를 가지는 하판을 제작하여 박막 증착, 합착, 가열 배기 등의 과정을 통하여 최종적으로 2인치 크기의 테스트 패널을 제작하여 각 패널별 전압 변화, 휘도, 효율 특성 등이 분석되었다. 실험 결과 격벽 폭 150, 높이는 300일 때 negative glow 방전이 안정적으로 형성될 수 있었음을 확인하였고 최적화된 격벽 수치를 기반으로 다양한 ITO 전극 간격 및 전극 폭을 적용한 패널의 방전 특성을 분석할 수 있었다. 이러한 일련의 실험 결과들을 기반으로 향후 대면적 방전셀의 방전 전압을 낮추고 발광 효율을 개선하는데에 있어서 3전극의 면방전 구조를 가지는 PDP 의 셀을 설계하는데에 있어서 올바른 방향을 마련할 수 있을 것이라 생각된다.

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