• 제목/요약/키워드: Dynamic resolution

검색결과 549건 처리시간 0.028초

Analyzing the Influence of Spatial Sampling Rate on Three-dimensional Temperature-field Reconstruction

  • Shenxiang Feng;Xiaojian Hao;Tong Wei;Xiaodong Huang;Pan Pei;Chenyang Xu
    • Current Optics and Photonics
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    • 제8권3호
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    • pp.246-258
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    • 2024
  • In aerospace and energy engineering, the reconstruction of three-dimensional (3D) temperature distributions is crucial. Traditional methods like algebraic iterative reconstruction and filtered back-projection depend on voxel division for resolution. Our algorithm, blending deep learning with computer graphics rendering, converts 2D projections into light rays for uniform sampling, using a fully connected neural network to depict the 3D temperature field. Although effective in capturing internal details, it demands multiple cameras for varied angle projections, increasing cost and computational needs. We assess the impact of camera number on reconstruction accuracy and efficiency, conducting butane-flame simulations with different camera setups (6 to 18 cameras). The results show improved accuracy with more cameras, with 12 cameras achieving optimal computational efficiency (1.263) and low error rates. Verification experiments with 9, 12, and 15 cameras, using thermocouples, confirm that the 12-camera setup as the best, balancing efficiency and accuracy. This offers a feasible, cost-effective solution for real-world applications like engine testing and environmental monitoring, improving accuracy and resource management in temperature measurement.

Current Progress in Fabrication of Ta and Nb based STJs for an Astronomical Detector

  • Yoon, Ho-Seop;Park, Young-Sik;Park, Jang-Hyun;Yang, Min-Kyu;Lee, Jeon-Kook;Chong, Yon-Uk;Lee, Yong-Ho;Lee, Sang-Kil;Kim, Dong-Lak;Kim, Sug-Whan
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2008년도 한국우주과학회보 제17권2호
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    • pp.37.3-37.3
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    • 2008
  • STJ(Superconducting Tunnel Junction) technique offers next generation photon detectors exhibiting high energy resolution, high quantum efficiency and photon counting ability over the broad wavelength range from X-ray to NIR. We report the succcess in fabrication of Ta/Al-AlOx-Al/Ta and Nb/Al-AlOx-Al/Nb micro structure deposited on sapphire substrates using various techniques including UV photolithography, DC Sputtering, RIE, and PECVD technique. The characterization experiment was undertaken in an Adiabatic Demagnetization Refrigerator at an operating temperature below 50mK. The details of experimental investigations for electrical characterization of STJ of $20\sim80{\mu}m$ in side-lengths are discussed. The measured I-V curves were used to derive The detector performance indicators such as energy gap, energy resolution, normal resistance, normal resistivity, dynamic resistance, dynamic resistivity, and quality factor.

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Long-Term Wind Resource Mapping of Korean West-South Offshore for the 2.5 GW Offshore Wind Power Project

  • Kim, Hyun-Goo;Jang, Moon-Seok;Ko, Suk-Hwan
    • 한국환경과학회지
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    • 제22권10호
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    • pp.1305-1316
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    • 2013
  • A long-term wind resource map was made to provide the key design data for the 2.5 GW Korean West-South Offshore Wind Project, and its reliability was validated. A one-way dynamic downscaling of the MERRA reanalysis meteorological data of the Yeongwang-Gochang offshore was carried out using WindSim, a Computational Fluid Dynamics based wind resource mapping software, to establish a 33-year time series wind resource map of 100 m x 100 m spatial resolution and 1-hour interval temporal resolution from 1979 to 2012. The simulated wind resource map was validated by comparison with wind measurement data from the HeMOSU offshore meteorological tower, the Wangdeungdo Island meteorological tower, and the Gochang transmission tower on the nearby coastline, and the uncertainty due to long-term variability was analyzed. The long-term variability of the wind power was investigated in inter-annual, monthly, and daily units while the short-term variability was examined as the pattern of the coefficient of variation in hourly units. The results showed that the inter-annual variability had a maximum wind index variance of 22.3% while the short-term variability, i.e., the annual standard deviation of the hourly average wind power, was $0.041{\pm}0.001$, indicating steady variability.

입자의 이동거리가 큰 영상데이터의 PIV 유동 해석을 위한 속도벡터 추적 알고리즘의 연구 (A Research on the Vector Search Algorithm for the PIV Flow Analysis of image data with large dynamic range)

  • 김성균
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 1998년도 추계 학술대회논문집
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    • pp.13-18
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    • 1998
  • The practical use of the particle image velocimetry(PIV), a whole-field velocity measurement method, requires the use of fast, reliable, computer-based methods for tracking velocity vectors. The full search block matching, the most widely studied and applied technique both in area of PIV and Image Coding and Compression, is computationally costly. Many less expensive alternatives have been proposed mostly in the area of Image Coding and Compression. Among others, TSS, NTSS, HPM are introduced for the past PIV analysis, and found to be successful. But, these algorithms are based on small dynamic range, 7 pixels/frame in maximum displacement. To analyze the images with large displacement, Even and Odd field image separation and a simple version of multi-resolution hierarchical procedures are introduced in this paper. Comparison with other algorithms are summarized. A Results of application to the turbulent backward step flow shows the improvement of new algorithm.

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보조 반사체를 이용한 광섬유 페브리페로 간섭계형 온도센서의 성능향상 (Unambiguous Fiber Fabry-Perot Temperature Sensor by an Additional Partial Mirror)

  • 김광수;이홍식
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제49권7호
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    • pp.418-423
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    • 2000
  • The fiber Fabry-Perot interferometric(FFPI) sensor is well known in the field of industrial diagnosis due to its outstanding properties such as tiny size, simple and rugged structure, and easy interrogation. As other fiber interferometric sensors, it also suffers from ambiguous output caused by highly periodic feature in its optical transfer function. In most cases, the ambiguity leads to relatively short dynamic operating range and long processing time during power-on reset, which limits its application to some specific fields requiring very high resolution. In this paper a method based on double sensing scheme was proposed to overcome the above difficulty. By employing a fringe selection auxiliary FFPI sensor the original FFPI sensor can identify its true position on the phase domain. The performance test with 10mm FFPI sensor and a thermocouple temperature sensor for reference shows wide dynamic range 0-900$\ell$ keeping a reasonable resolution of 0.1$\ell$ over the entire range.

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GPS-Based Orbit Determination for KOMPSAT-5 Satellite

  • Hwang, Yoo-La;Lee, Byoung-Sun;Kim, Young-Rok;Roh, Kyoung-Min;Jung, Ok-Chul;Kim, Hae-Dong
    • ETRI Journal
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    • 제33권4호
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    • pp.487-496
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    • 2011
  • Korea Multi-Purpose Satellite-5 (KOMPSAT-5) is the first satellite in Korea that provides 1 m resolution synthetic aperture radar (SAR) images. Precise orbit determination (POD) using a dual-frequency IGOR receiver data is performed to conduct high-resolution SAR images. We suggest orbit determination strategies based on a differential GPS technique. Double-differenced phase observations are sampled every 30 seconds. A dynamic model approach using an estimation of general empirical acceleration every 6 minutes through a batch least-squares estimator is applied. The orbit accuracy is validated using real data from GRACE and KOMPSAT-2 as well as simulated KOMPSAT-5 data. The POD results using GRACE satellite are adjusted through satellite laser ranging data and compared with publicly available reference orbit data. Operational orbit determination satisfies 5 m root sum square (RSS) in one sigma, and POD meets the orbit accuracy requirements of less than 20 cm and 0.003 cm/s RSS in position and velocity, respectively.

채널별 색상정보 외삽법 기반 시간적 초해상도 기법을 활용한 전자광학 센서의 프레임률 향상 연구 (Improvement of Frame Rate of Electro-Optical Sensor using Temporal Super Resolution based on Color Channel Extrapolation)

  • 노상우
    • 한국산학기술학회논문지
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    • 제18권5호
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    • pp.120-124
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    • 2017
  • 시간적 초해상도 기법은 일반 카메라로 찍은 영상을 고속카메라로 찍은 영상과 같이 보일 수 있도록 프레임률을 증가시키는 방법이다. 전자광학 센서는 다양한 감시정찰 무기체계에 탑재되는데, 각 무기체계별 작전요구성능에 따라 필요로 하는 전자광학 센서의 공간적 해상도와 시간적 해상도가 달라진다. 대부분의 영상센서가 30~60 프레임/초로 영상을 촬영하기 때문에, 표적의 이동 및 변화가 이보다 더 빠른 경우 프레임률의 증가가 필요하다. 본 논문은 채널별 색상정보 외삽법을 활용하여 프레임률을 증가시키는 기법을 제안한다. DMD의 각 화소를 카메라 센서의 각 화소와 정합한 후, 카메라 센서의 베이어 패턴에 맞추어 각 채널별로 화소 그룹을 분리한다. DMD를 이용해 일반 카메라의 한 프레임이 채널별로 서로 다른 연속된 노출 시간을 가지도록 조절하여, 촬영한 영상을 프레임률이 증가한 단일채널 영상으로 변환한다. 옵티컬 플로우 기법을 활용하여 각 채널별로 시점에 맞는 가상의 영상을 생성하여, 프레임률이 증가한 단일채널 영상을 컬러채널 영상으로 만들었다. 시뮬레이션을 통해 제안된 시간적 초해상도 기법의 성능을 확인하였다.

포지션 인코딩 기반 스택 포인터 네트워크를 이용한 한국어 상호참조해결 (Korean Coreference Resolution using Stacked Pointer Networks based on Position Encoding)

  • 박천음;이창기
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제24권3호
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    • pp.113-121
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    • 2018
  • 포지션 인코딩은 문장 내 등장하는 단어의 위치에 따라 가중치를 적용하는 방법이다. 포인터 네트워크는 입력열에 대응되는 위치를 출력하는 딥 러닝 모델이며, 상호참조해결에 적용될 수 있다. 그러나 포인터 네트워크는 입력열의 길이가 긴 경우에 성능이 저하되는 문제가 있다. 이러한 문제를 해결하기 위하여 본 논문에서는 포지션 인코딩과 동적 포지션 인코딩을 포인터 네트워크에 적용할 것을 제안하고, Encoder RNN의 레이어를 더 깊게 쌓아 높은 수준으로 추상화할 것을 제안하며, 이를 이용한 상호참조해결 모델을 제안한다. 실험 결과, 본 논문에서 제안한 포지션 인코딩 기반 스택 포인터 네트워크 모델이 기존의 포인터 네트워크 모델보다 6.01% 향상된 CoNLL F1 71.78%의 성능을 보였다.

SMALL-SCALE Hα DYNAMIC FEATURES SUPPORTED BY CHROMO SPHERIC MAGNETIC RECONNECTION

  • LEE SANGWOO;YUN HONG SIK;CHAE JONGCHUL;GOODE PHILIP R.
    • 천문학회지
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    • 제36권spc1호
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    • pp.21-27
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    • 2003
  • In the present study, we have investigated morphology and evolution of small-scale Ha dynamic features on the quiet sun by analyzing video magnetograms and high resolution Ha images simultaneously taken for 5 hours at Big Bear Solar Observatory on April 18, 1997. From comparisons between time sequential longitudinal magnetograms and H$\alpha$ images covering $150" {\times} 150"$, several small-scale H$\alpha$ dynamic features have been observed at a site of magnetic flux cancellation. A close relationship between such features and cancelling magnetic fluxes has been revealed temporarily and spatially. Our results support that material injection by chromospheric magnetic reconnect ion may be essential in supporting numerous small-scale H$\alpha$ dynamical absorption features, being in line with recent observational studies showing that material injection by chromospheric magnetic reconnect ion is essential for the formation of solar filaments.