• 제목/요약/키워드: two-level resolution

검색결과 261건 처리시간 0.03초

Implementation for Texture Imaging Algorithm based on GLCM/GLDV and Use Case Experiments with High Resolution Imagery

  • Jeon So Hee;Lee Kiwon;Kwon Byung-Doo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.626-629
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    • 2004
  • Texture imaging, which means texture image creation by co-occurrence relation, has been known as one of useful image analysis methodologies. For this purpose, most commercial remote sensing software provides texture analysis function named GLCM (Grey Level Co-occurrence Matrix). In this study, texture-imaging program for GLCM algorithm is newly implemented in the MS Visual IDE environment. While, additional texture imaging modules based on GLDV (Grey Level Difference Vector) are contained in this program. As for GLCM/GLDV texture variables, it composed of six types of second order texture function in the several quantization levels of 2(binary image), 8, and 16: Homogeneity, Dissimilarity, Energy, Entropy, Angular Second Moment, and Contrast. As for co-occurrence directionality, four directions are provided as $E-W(0^{\circ}),\;N-E(45^{\circ}),\;S-W(135^{\circ}),\;and\;N-S(90^{\circ}),$ and W-E direction is also considered in the negative direction of E- W direction. While, two direction modes are provided in this program: Omni-mode and Circular mode. Omni-mode is to compute all direction to avoid directionality problem, and circular direction is to compute texture variables by circular direction surrounding target pixel. At the second phase of this study, some examples with artificial image and actual satellite imagery are carried out to demonstrate effectiveness of texture imaging or to help texture image interpretation. As the reference, most previous studies related to texture image analysis have been used for the classification purpose, but this study aims at the creation and general uses of texture image for urban remote sensing.

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남북한 경제협력 클레임 현황과 개선방안에 관한 연구 (A Study on Current Status and Improvement of Claims for the South-North Korean Economic Cooperation)

  • 고재길
    • 한국중재학회지:중재연구
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    • 제29권4호
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    • pp.33-55
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    • 2019
  • This study is aimed at drawing up improvement measures in connection with the resolution of claims, one of the major constraints in revitalizing South-North Korean economic cooperation. To that end, we first looked at the structure of South-North Korean economic cooperation and the institutional status related to resolving the claims. Also we analyzed the current status of the claims in the process of promoting South-North Korean economic cooperation by companies and the provisions of the claims between the parties in order to derive any problems. Through these research results, we were able to identify directions and implications for efficient improvement of the causes of several South-North Korean economic cooperation claims. First, at the corporate level, there is a need to create specific details of a contract for resolving disputes and to add additional third-party coordination functions in the relevant clause of the contract in preparation for the occurrence of a dispute. In addition, it is necessary to seek ways to advance jointly with corporations in China and other third countries in order to secure stability. Second, the government should continue to discuss ways of promoting South-North Korean commercial arbitration with North Korea so that follow-up measures can be completed as soon as possible. In addition, a two-track strategy is suggested to provide a practical negotiation channel at the private level. Also it is necessary to be active in persuading North Korea to join the international arbitration treaty in preparation for the activation of full-fledged economic exchanges.

TSSN: 감시 영상의 강우량 인식을 위한 심층 신경망 구조 (TSSN: A Deep Learning Architecture for Rainfall Depth Recognition from Surveillance Videos)

  • 리준;현종환;최호진
    • 한국차세대컴퓨팅학회논문지
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    • 제14권6호
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    • pp.87-97
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    • 2018
  • 강우량은 매우 중요한 기상 정보이다. 일반적으로, 도로 수준과 같은 높은 공간 해상도의 강우량이 더 높은 가치를 가진다. 하지만, 도로 수준의 강우량을 측정하기 위해 충분한 수의 기상 관측 장비를 설치하는 것은 비용 관점에서 비효율적이다. 본 논문에서는 도로의 감시 카메라 영상으로부터 강우량을 인식하기 위해 심층 신경망을 활용하는 방법에 대해 제시한다. 해당 목표를 달성하기 위해, 본 논문에서는 교내 두 지역의 감시 카메라 영상과 강우량 데이터를 수집했으며, 새로운 심층 신경망 구조인 Temporal and Spatial Segment Networks(TSSN)를 제안한다. 본 논문에서 제시한 심층 신경망으로 강우량 인식을 수행한 결과, 프레임 RGB와 두 연속 프레임 RGB 차이를 입력으로 사용했을 때, 높은 성능으로 강우량 인식을 수행할 수 있었다. 또한, 기존의 심층 신경망 모델과 비교했을 때, 본 논문에서 제안하는 TSSN이 가장 높은 성능을 기록함을 확인할 수 있었다.

Performance Counter Monitor를 이용한 머신 러닝 기반 캐시 부채널 공격 탐지 (Machine Learning-Based Detection of Cache Side Channel Attack Using Performance Counter Monitor of CPU)

  • 황종배;배대현;하재철
    • 정보보호학회논문지
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    • 제30권6호
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    • pp.1237-1246
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    • 2020
  • 최근 마이크로 아키텍처의 취약점을 이용하여 내부의 비밀 정보를 노출시키는 캐시 부채널 공격들이 제안되었다. 캐시 부채널 공격 중 Flush+Reload 공격은 높은 해상도와 낮은 노이즈 특성으로 인해 여러 악의적 응용 공격에 활용되고 있다. 본 논문에서는 CPU 캐시 활동을 관측할 수 있는 PCM(Performance Counter Monitor) 기능을 이용하여 캐시 기반 부채널 공격을 찾아낼 수 있는 탐지기를 구현하였다. 특히, Spectre 공격과 AES 암호 연산 중 비밀 키 추출 공격이 발생했을 때를 가정하여 PCM 카운터 값의 변화를 관측하였다. 실험 결과, PCM의 4가지 카운터 특성이 캐시 부채널 공격에 크게 반응함을 확인하였고, SVM(Support Vector Machine). RF(Random Forest), MLP(Multi Level Perceptron)와 같은 머신 러닝 기반 검출기를 통해 높은 정확도로 캐시 부채널 공격을 탐지할 수 있었다.

Assessment of alveolar bone changes in response to minimally invasive periodontal surgery: A cone-beam computed tomographic evaluation

  • Solaleh Shahmirzadi;Taraneh Maghsoodi-Zahedi;Sarang Saadat;Husniye Demirturk Kocasarac;Mehrnoosh Rezvan;Rujuta A. Katkar;Madhu K. Nair
    • Imaging Science in Dentistry
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    • 제53권1호
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    • pp.1-9
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    • 2023
  • Purpose: The aim of this study was to evaluate 3-dimensional cone-beam computed tomography (CBCT) images of alveolar bone changes in patients who underwent minimally invasive periodontal surgery-namely, the pinhole surgical technique (PST). Materials and Methods: Alveolar bone height was measured and compared on CBCT images of 254 teeth from 23 consecutive patients with Miller class I, II, or III recession who had undergone PST. No patient with active periodontal disease was selected for surgery. Two different methods were used to assess the alveolar bone changes postoperatively. In both methods, the distance between the apex of the tooth and the mid-buccal alveolar crestal bone on pre- and post-surgical CBCT studies was measured. Results: An average alveolar bone gain >0.5 mm following PST was identified using CBCT(P=0.05). None of the demographic variables, including sex, age, and time since surgery, had any significant effect on bone gain during follow-up, which ranged from 8 months to 3 years. Conclusion: PST appears to be a promising treatment modality for recession that results in stable clinical outcomes and may lead to some level of resolution on the bone level. More long-term studies must be done to evaluate the impact of this novel technique on bone remodeling and to assess sustained bone levels within a larger study population.

ATS-539 초음파 팬텀을 이용한 경질 초음파 검사용 탐촉자의 정도관리에 대한 연구 (A Study on the Quality Control of Transvaginal Ultrasound Transducer using ATS-539 Ultrasound Phantom)

  • 박지혜;허영철;김연민;한동균
    • 한국방사선학회논문지
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    • 제15권4호
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    • pp.463-472
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    • 2021
  • 산부인과 초음파 검사에서 골반 장기를 관찰하기 위해 고주파수의 경질 탐촉자를 이용한 검사의 수요가 증가하고 있다. 하지만 임상에서는 경질 탐촉자의 정도관리가 제대로 시행되고 있지 않으며 평가 기준이 확립되지 않은 실정이다. 따라서 현재 사용되고 있는 산부인과용 초음파 장치 20대를 대상으로 58개의 경질 탐촉자와 20개의 곡면 탐촉자를 ATS-539 표준팬텀에 적용하여 각각의 영상을 획득 한 후 정량과 정성적으로 측정하였다. 정량측정은 종측정, 횡측정, 국소영역, 정성측정은 불응영역, 축방향/외측방향 분해능, 예민도, 기능적 해상도, 회색조와 동적범위를 실시하였다. 정량적 통계 분석 결과 횡측정, 국소영역에서 두 탐촉자 간 유의한 차이가 있었으며,(p<0.05) 정성적 비교 분석 결과 예민도, 기능적 해상도에서 차이점을 확인 할 수 있었다. 이는 탐촉자 간 갖는 주파수의 차이와 탐촉자의 주사 기하학의 차이로 발생 한 것으로 사료된다. 위와 같은 실험 결과를 토대로 횡 거리 평가의 허용 범위는 10%(±8 mm)으로 상향, 예민도의 허용 범위는 삼사분위(75%) 수준인 12 cm깊이인 6개까지 관찰, 기능적 해상도의 평가의 허용 범위는 삼사분위(75%) 수준인 6개(12cm), 6개(12cm), 11개(11cm), 9개(9cm), 6개(6cm)까지 관찰, 회색조와 동적범위의 표적의 깊이를 4cm 깊이의 50%인 2 cm 깊이에서도 측정이 가능하게 표적을 추가하는 것이 타당하다고 사료된다. 연구 결과를 통해 산부인과용 경질 탐촉자의 정도관리 평가 기준을 제시하였으며 본 연구가 향후 경질 탐촉자 전용 팬텀 제작을 위한 기초자료로 활용될 것으로 기대한다.

NCAR 지역기후모형의 인도 여름 몬순의 모사 성능 (Performance of NCAR Regional Climate Model in the Simulation of Indian Summer Monsoon)

  • ;오재호
    • 한국농림기상학회지
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    • 제12권3호
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    • pp.183-196
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    • 2010
  • 아시아 주요 곡물 생산지의 경제 성장과 지표 이용 변화에 따른 인간 활동의 증가는 아시아 몬순의 경향을 변화 시켰다. 본 연구에서는 지표-해양 대비, 하층제트 기류(LLJ), 티벳 고층 및 상층 편동풍 제트 기류를 포함한 인도 여름 몬순의 중요한 구성 요소를 모사하여 지역기후 모형 (RegCM3)의 성능을 평가하였다. 3년(1994: 다우 해, 2002: 평균 해, 2002: 가뭄 해)의 비교 자료를 선택하여 RegCM3은 매년 4월 1일부터 10월 1일까지 60 km의 해상도로 적분하였다. 순환과 강수 모사 결과는 NCEP/NCAR 재해석 자료와 Global Precipitation Climatology Centre(GPCC)의 관측 자료로 검증하였다. RegCM3 모형 모사의 중요 결과는 다음과 같다. (a) LLJ 는 다소 강하였으며 아라비아해에서 다우 해에 두 개로 분할되었으나, 평균 및 가뭄 해에서는 분할되지 않았다. (b) 단일의 대형 고기압이 다우 해에 존재하였으나, 가뭄 해에는 약하고 두 개의 고기압대로 분할되었다. (c) 강수의 공간분포 모사는 대부분 인도 지역에서 GPCC의 관측 강수량과 유사하였다. (d) NIMBUS-7 SMMR 적설 자료를 이용한 민감도 실험에서 북동 및 남부 인도 반도 지역에서 주로 강수량의 감소가 나타났으며, 티벳 지역에서는 4월 적설량이 0.1m 감소하는 것으로 나타났다.

TWR 기반 고정밀 측위를 위한 단일 이상측정치 제거 기술 (Single Outlier Removal Technology for TWR based High Precision Localization)

  • 이창은;성태경
    • 로봇학회논문지
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    • 제12권3호
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    • pp.350-355
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    • 2017
  • UWB (Ultra Wide Band) refers to a system with a bandwidth of over 500 MHz or a bandwidth of 20% of the center frequency. It is robust against channel fading and has a wide signal bandwidth. Using the IR-UWB based ranging system, it is possible to obtain decimeter-level ranging accuracy. Furthermore, IR-UWB system enables acquisition over glass or cement with high resolution. In recent years, IR-UWB-based ranging chipsets have become cheap and popular, and it has become possible to implement positioning systems of several tens of centimeters. The system can be configured as one-way ranging (OWR) positioning system for fast ranging and TWR (two-way ranging) positioning system for cheap and robust ranging. On the other hand, the ranging based positioning system has a limitation on the number of terminals for localization because it takes time to perform a communication procedure to perform ranging. To overcome this problem, code multiplexing and channel multiplexing are performed. However, errors occur in measurement due to interference between channels and code, multipath, and so on. The measurement filtering is used to reduce the measurement error, but more fundamentally, techniques for removing these measurements should be studied. First, the TWR based positioning was analyzed from a stochastic point of view and the effects of outlier measurements were summarized. The positioning algorithm for analytically identifying and removing single outlier is summarized and extended to three dimensions. Through the simulation, we have verified the algorithm to detect and remove single outliers.

가상현실 점포의 특성에 관한 연구 -현대백화점 VR 스토어와 eBay VR 백화점 사례를 중심으로- (A Research on the Characteristics of Virtual Reality Stores -Focused on Hyundai VR Store and eBay VR Department Store-)

  • 장주연;전재훈
    • 한국의류학회지
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    • 제42권4호
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    • pp.671-688
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    • 2018
  • This study investigates the characteristics of VR stores that emerged as new fashion communication media. Two case studies on Hyundai and eBay VR Department stores were conducted along with a discussion of the function and meaning of the fashion VR store. The results showed that both stores provide novel shopping experiences; however, the two were differentiated in terms of production method and technology implementation level. Functional aspects such as providing shopping efficiency and purchasing service was insufficient in both stores. Instead, they were complementing by means of product rotation, recommendation system, voice guidance, or linkage with an online shopping mall. In experiential aspects, both stores provided a strong sense of immersion. Hyundai VR store enhanced immersion with a high resolution image of a real offline store; however, it lacked in the ability to provide multisensory stimulation such as kinetic sense or auditory stimulation. The eBay VR Department store intensified the immersion experience by providing auditory stimulation as well as visual stimulation that enhanced the speed and distance sense through the utilization of animation. However, the extent of experience was limited in terms of agency and transformation because of the low interactivity found in both store systems.

Protein Expression Analysis of Halobacillus dabanensis $D-8^T$ Subjected to Salt Shock

  • Feng De Qin;Zhang Bo;Lu Wei Dong;Yang Su Sheng
    • Journal of Microbiology
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    • 제44권4호
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    • pp.369-374
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    • 2006
  • To investigate the mechanism of salt tolerance of gram-positive moderately halophilic bacteria, two-dimensional gel electrophoresis (2-D PAGE) was employed to achieve high resolution maps of proteins of Halobacillus dabanensis $D-8^T$. Approximately 700 spots of proteins were identified from these 2-D PAGE maps. The majority of these proteins had molecular weights between 17.5 and 66 kDa, and most of them were distributed between the isoelectric points (pI) 4.0 and 5.9. Some protein spots were distributed in the more acidic region of the 2-D gel (pI <4.0). This pattern indicated that a number of proteins in the strain $D-8^T$ are acidic. To understand the adaptation mechanisms of moderately halophilic bacteria in response to sudden environmental changes, differential protein profiles of this strain were investigated by 2-D PAGE and $Imagemaster^{TM}$ 2D Platinum software after the cells were subjected to salt shock of 1 to 25% salinity for 5 and 50 min. Analysis showed 59 proteins with an altered level of expression as the result of the exposure to salt shock. Eighteen proteins had increased expression, S proteins were induced, and the expression of 33 proteins was down-regulated. Eight of the up-regulated proteins were identified using MALDI-TOF/MS and MASCOT, and were similar to proteins involved in signal transduction, proteins participating in energy metabolism pathways and proteins involved in stress.