• 제목/요약/키워드: Differential entropy

검색결과 49건 처리시간 0.03초

기체-고체 유동층에서 Chaos 파라메타에 의한 흐름영역의 해석 (Analysis of Flow Regimes by Using Chaos Parameters in Gas-Solid Fluidized Beds)

  • 송평섭;최왕규;정종헌;오원진;강석환;손성모;강용
    • 공업화학
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    • 제17권1호
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    • pp.93-99
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    • 2006
  • 기체-고체 유동층 시스템에서 유동화 흐름영역을 결정할 수 있는 방법들에 대하여 고찰하였다. 기체-고체 시스템의 흐름영역 해석을 위한 상태변수로 상승관내에서의 압력요동을 측정하여 유동화 흐름영역을 해석하였으며, 차압변환기로부터 얻은 압력요동의 자료를 기존의 방법인 평균 및 표준편차를 사용하여 해석하였을 뿐만 아니라, 상관차원이나 Kolmogorov 엔트로피와 같은 chaos 해석 방법을 이용하여 기체-액체 유동층에서 흐름영역을 고찰하였다. 그 결과, 기체-고체 유동층에서 유동화 영역은 평균과 표준편차와 같은 통계적 방법에 의해 결정할 수 있었을 뿐만 아니라, 상관차원과 Kolmogorov 엔트로피와 같은 Chaos 해석방법으로도 유동화영역을 구별할 수 있는 특성으로 사용할 수 있었다.

An Improved ViBe Algorithm of Moving Target Extraction for Night Infrared Surveillance Video

  • Feng, Zhiqiang;Wang, Xiaogang;Yang, Zhongfan;Guo, Shaojie;Xiong, Xingzhong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권12호
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    • pp.4292-4307
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    • 2021
  • For the research field of night infrared surveillance video, the target imaging in the video is easily affected by the light due to the characteristics of the active infrared camera and the classical ViBe algorithm has some problems for moving target extraction because of background misjudgment, noise interference, ghost shadow and so on. Therefore, an improved ViBe algorithm (I-ViBe) for moving target extraction in night infrared surveillance video is proposed in this paper. Firstly, the video frames are sampled and judged by the degree of light influence, and the video frame is divided into three situations: no light change, small light change, and severe light change. Secondly, the ViBe algorithm is extracted the moving target when there is no light change. The segmentation factor of the ViBe algorithm is adaptively changed to reduce the impact of the light on the ViBe algorithm when the light change is small. The moving target is extracted using the region growing algorithm improved by the image entropy in the differential image of the current frame and the background model when the illumination changes drastically. Based on the results of the simulation, the I-ViBe algorithm proposed has better robustness to the influence of illumination. When extracting moving targets at night the I-ViBe algorithm can make target extraction more accurate and provide more effective data for further night behavior recognition and target tracking.

Cone-beam computed tomography texture analysis can help differentiate odontogenic and non-odontogenic maxillary sinusitis

  • Andre Luiz Ferreira Costa;Karolina Aparecida Castilho Fardim;Isabela Teixeira Ribeiro;Maria Aparecida Neves Jardini;Paulo Henrique Braz-Silva;Kaan Orhan;Sergio Lucio Pereira de Castro Lopes
    • Imaging Science in Dentistry
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    • 제53권1호
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    • pp.43-51
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    • 2023
  • Purpose: This study aimed to assess texture analysis(TA) of cone-beam computed tomography (CBCT) images as a quantitative tool for the differential diagnosis of odontogenic and non-odontogenic maxillary sinusitis(OS and NOS, respectively). Materials and Methods: CBCT images of 40 patients diagnosed with OS (N=20) and NOS (N=20) were evaluated. The gray level co-occurrence (GLCM) matrix parameters, and gray level run length matrix texture (GLRLM) parameters were extracted using manually placed regions of interest on lesion images. Seven texture parameters were calculated using GLCM and 4 parameters using GLRLM. The Mann-Whitney test was used for comparisons between the groups, and the Levene test was performed to confirm the homogeneity of variance (α=5%). Results: The results showed statistically significant differences(P<0.05) between the OS and NOS patients regarding 3 TA parameters. NOS patients presented higher values for contrast, while OS patients presented higher values for correlation and inverse difference moment. Greater textural homogeneity was observed in the OS patients than in the NOS patients, with statistically significant differences in standard deviations between the groups for correlation, sum of squares, sum of entropy, and entropy. Conclusion: TA enabled quantitative differentiation between OS and NOS on CBCT images by using the parameters of contrast, correlation, and inverse difference moment.

화학적 방법에 의하여 합성된 Li-SGICs의 구조적, 열역학적 특성 분석 (Analysis of structural and thermodynamic properties for Li-SGICs synthesized by chemical method)

  • 오원춘
    • 한국결정성장학회지
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    • 제8권3호
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    • pp.435-441
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    • 1998
  • 리튬 이온전지의 양극으로 사용되는 Li-SGICs를 혼합가압법에 의하여 Li의 함유량에 따라 합성하였다. 이들 합성된 화합물을 X-선 회절법 및 DSC 열 분석법을 이용하여 특성화하였다. X-선 회절 분석결과에 의하며 리튬의 함유량이 증가함에 따라 낮은 stage가 관찰되었으나, 각각의 화합물들은 혼재된 stage를 가지고 있음이 나타났다. Li30wt%-SGIC의 경우 지배적으로 1stage의 구조가 나타났지만 순수한 1stage의 화합물은 얻을 수가 없었고, 이는 인조 흑연의 구조적 특성 때문으로 예상할 수 있다. DSC에 의한 열역학적 결과로부터 화합물에 대한 엔탈피의 변화량($\Delta$H)과 엔트로피의 변화량($\Delta$S)을 구하였다. 이들로부터 Li-SGIC의 발열반응과 흡열반응의 결과들은 인조 흑연사이에 존재하던 리튬이 열에 의하여 deintercalation이 일어날 때의 열적 안정성과 관련이 있음을 알 수 있었다. 또한 열적 변이가 일어나는 동안 Li30wt%-SGIC의 구조변화에 대하여 토론하였다.

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A New Approach for Image Encryption Based on Cyclic Rotations and Multiple Blockwise Diffusions Using Pomeau-Manneville and Sin Maps

  • Hanchinamani, Gururaj;Kulakarni, Linganagouda
    • Journal of Computing Science and Engineering
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    • 제8권4호
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    • pp.187-198
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    • 2014
  • In this paper an efficient image encryption scheme based on cyclic rotations and multiple blockwise diffusions with two chaotic maps is proposed. A Sin map is used to generate round keys for the encryption/decryption process. A Pomeau-Manneville map is used to generate chaotic values for permutation, pixel value rotation and diffusion operations. The encryption scheme is composed of three stages: permutation, pixel value rotation and diffusion. The permutation stage performs four operations on the image: row shuffling, column shuffling, cyclic rotation of all the rows and cyclic rotation of all the columns. This stage reduces the correlation significantly among neighboring pixels. The second stage performs circular rotation of pixel values twice by scanning the image horizontally and vertically. The amount of rotation is based on $M{\times}N$ chaotic values. The last stage performs the diffusion four times by scanning the image in four different ways: block of $8{\times}8$ pixels, block of $16{\times}16$ pixels, principal diagonally, and secondary diagonally. Each of the above four diffusions performs the diffusion in two directions (forwards and backwards) with two previously diffused pixels and two chaotic values. This stage makes the scheme resistant to differential attacks. The security and performance of the proposed method is analyzed systematically by using the key space, entropy, statistical, differential and performance analysis. The experimental results confirm that the proposed method is computationally efficient with high security.

다시점 동영상에서의 효율적인 변이 벡터 압축 기법 (Multi-view video coding using efficient disparity vector prediction)

  • 김용태;손광훈
    • 방송공학회논문지
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    • 제10권4호통권29호
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    • pp.621-631
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    • 2005
  • 다시점 동영상 부호화기의 성능을 향상시키기 위해서 본 논문에서는 평행식 카메라 구조에서의 효율적인 변이 벡터 예측을 이용한 부호화 방식을 제안한다 변이 벡터는 움직임 벡터와는 달리 다시점 카메라 구조 정보로부터 예측이 가능하다. 이러한 성질을 이용하여 예측하여 구한 예측 벡터와 직접 추정한 변이 벡터와의 차이값을 부호화한다. 그러므로 변이 벡터 부호화의 성능을 향상시키기 위해서 정교한 변이 벡터의 예측이 필요하다. 기존의 벡터 예측 방식은 미리 부호화된 주위 블록의 변이 벡터를 이용하여 현재 블록의 변이 벡터를 예측하지만 제안 알고리듬은 다시점 영상간의 상관성을 이용한다. 본 논문에서는 5시점 동영상에 대해서 차벡터의 엔트로피와 절대 평균값을 구하는 실험을 수행하였다. 실험 결과를 통해서 기존의 공간적인 상관성만을 이용하여 변이 벡터를 부호화하는 방식보다 제안 알고리듬이 우수한 성능을 보임을 확인하였다. 제안 알고리듬은 기존알고리듬과 비교하여 영상의 화질을 유지하면서 $30{\~}40\%$의 부호화 효율을 증가시킨다.

Micromechanical investigation for the probabilistic behavior of unsaturated concrete

  • Chen, Qing;Zhu, Zhiyuan;Liu, Fang;Li, Haoxin;Jiang, Zhengwu
    • Computers and Concrete
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    • 제26권2호
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    • pp.127-136
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    • 2020
  • There is an inherent randomness for concrete microstructure even with the same manufacturing process. Meanwhile, the concrete material under the aqueous environment is usually not fully saturated by water. This study aimed to develop a stochastic micromechanical framework to investigate the probabilistic behavior of the unsaturated concrete from microscale level. The material is represented as a multiphase composite composed of the water, the pores and the intrinsic concrete (made up by the mortar, the coarse aggregates and their interfaces). The differential scheme based two-level micromechanical homogenization scheme is presented to quantitatively predict the concrete's effective properties. By modeling the volume fractions and properties of the constituents as stochastic, we extend the deterministic framework to stochastic to incorporate the material's inherent randomness. Monte Carlo simulations are adopted to reach the different order moments of the effective properties. A distribution-free method is employed to get the unbiased probability density function based on the maximum entropy principle. Numerical examples including limited experimental validations, comparisons with existing micromechanical models, commonly used probability density functions and the direct Monte Carlo simulations indicate that the proposed models provide an accurate and computationally efficient framework in characterizing the material's effective properties. Finally, the effects of the saturation degrees and the pore shapes on the concrete macroscopic probabilistic behaviors are investigated based on our proposed stochastic micromechanical framework.

행/열 단위 증분 부호화를 이용한 JPEG 압축 기법 확장에 관한 연구 (On Extending JPEG Compression Method Using Line-based Differential Coding)

  • 박대현;안영훈;신현준;위영철
    • 한국컴퓨터그래픽스학회논문지
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    • 제15권3호
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    • pp.11-18
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    • 2009
  • 본 논문은 영상의 손실 압축에 널리 사용되는 JPEG 표준을 확장하여 압축률을 향상시키기 위한 방법을 제안한다. 연속적인 신호를 압축하는데 널리 사용되는 증분 압축 기법을 보다 효과적으로 손실 영상 압축 방법에 적용하기 위하여 행이나 열단위로 예측(prediction)과 이산 코사인 변환을 수행하고 양자화, 엔트로프 부호화 등의 과정을 거쳐 영상을 압축하기 위한 방법을 제안한다. 특히 JPEG 표준과 행/열 단위 압축 방법의 장점을 동시에 갖게 하기 위해 JPEG 표준의 틀에서 선택적으로 블럭에 행/열 단위 압축을 수행함으로써 압축률을 향상시킨다. 실험 결과 본 논문에서 제안하는 압축 방법은 사용자가 압축 시 지정한 화질이 높을 경우 JPEG보다 높은 압축률을 나타내는 것을 확인할 수 있다. 따라서 본 논문에서 제안하는 압축 방법은 간단하게 기존의 JPEG 압축 방식에 추가되어 고화질의 영상을 효율적으로 압축하는데 사용될 수 있다.

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CAPD기법을 이용한 부분방전 현상 해석에 관한 연구 (Analysis of Partial Discharge Phenomena by means of CAPD)

  • 김성홍
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
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    • pp.939-944
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    • 2002
  • PD phenomena can be regarded as a deterministic dynamical process where PD should be occurred if the local electric field be reached to be sufficiently high. And thus, its mathematical model can be described by either difference equations or differential equations using several state variables obtained from the time sequential measured data of PD signals. These variables can provide rich and complex behavior of detectable time series, for which Chaos theory can be employed. In this respect, a new PD pattern recognition method is proposed and named as 'Chaotic Analysis of Partial Discharges (CAPD)' for this work. For this purpose, six types of specimen are designed and made as the models of the possible defects that may cause sudden failures of the underground power transmission cables under service, and partial discharge signals, generated from those samples, are detected and then analyzed by means of CAPD. Throughout the work, qualitative and quantitative properties related to the PD signals from different defects are analyzed by use of attractor in phase space, information dimensions ($D_0$ and D2), Lyapunov exponents and K-S entropy as well. Based on these results, it could be pointed out that the nature of defect seems to be identified more distinctively when the CAPD is combined with traditional statistical method such as PRPDA. Furthermore, the relationship between PD magnitude and the occurrence timing is investigated with a view to simulating PD phenomena.

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Dimesogenic Compounds with Chiral Tails: Synthesis and Liquid Crystalline Properties of a Homologous Series of a, w-Bis[4-(4'-(S)-( -)-2-methylbutoxycarbonylbiphenyl- 4-oxycarbonyl)phenoxy]alkanes

  • 최이준;최봉구;김재훈;진정일
    • Bulletin of the Korean Chemical Society
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    • 제21권1호
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    • pp.110-117
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    • 2000
  • A series of new liquid crystalline dimesogenic compounds with chiral tails was synthesized, and their thermal and liquid crystalline properties were studied. The chain length of the central polymethylene spacers (x) was varied from dimethylene (2) to decamethylene (12). These compounds were characterized by elemental analysis, IR and NMR spectroscopy, differential scanning calorimetry (DSC), and cross-polarizing microscopy. All compounds were found to be enantiotropically liquid crystalline, and the values of melting ($T_m$) and isotropization temperature ($T_i$) as well as enthalpy change (Δ$H_i$) and entropy change for isotropization (Δ$S_i$) decreased in a zig-zag fashion revealing the so-called odd-even effect as x increases. Their mesomorphic properties fall into three categories depending upon x; (a) compounds with x=2 and 4 formed two different mesophases, smectic and cholesteric phases in that order on heating, and vice versa on cooling, (b) compounds with x=3, 7, 8, 10 and 11 reversibly formed only the cholesteric phase, and (c) compounds with x=5, 6, 9 and 12 exhibited only a cholesteric phase on heating, whereas on cooling they formed two different mesophases, cholesteric and smectic phases, sequentially.