• Title/Summary/Keyword: Image Separation

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The Extraction of Fingerprint Corepoint And Region Separation using Labeling for Gate Security (출입 보안을 위한 레이블링을 이용한 영역 분리 및 지문 중심점 추출)

  • Lee, Keon-Ik;Jeon, Young-Cheol;Kim, Kang
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.6
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    • pp.243-251
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    • 2008
  • This study is to suggest the extraction algorithms of fingerprint corepoint and region separation using the labeling for gate security in order that it might be applied to the fingerprint recognition effectively. The gate security technology is entrance control, attendance management, computer security, electronic commerce authentication, information protection and so on. This study is to extract the directional image by dividing the original image in $128{\times}128$ size into the size of $4{\times}4$ pixel. This study is to separate the region of directional smoothing image extracted by each directional by using the labeling, and extract the block that appeared more than three sorts of change in different directions to the corepoint. This researcher is to increase the recognition rate and matching rate by extracting the corepoint through the separation of region by direction using the maximum direction and labeling, not search the zone of feasibility of corepoint or candidate region of corepoint used in the existing method. According to the result of experimenting with 300 fingerprints, the poincare index method is 94.05%, the proposed method is 97.11%.

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On Improving Compression Ratio of JPEG Using AC-Coefficient Separation (교류 계수 분할 압축에 의한 JPEG 정지영상 압축 효율 향상 기법 연구)

  • Ahn, Young-Hoon;Shin, Hyun-Joon;Wee, Young-Cheul
    • Journal of the Korea Computer Graphics Society
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    • v.16 no.1
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    • pp.29-35
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    • 2010
  • In this paper, we introduce a novel entropy coding method to improve the JPEG image compression standard. JPEG is one of the most widely used image compression methods due to its high visual quality for the compression ratio, and especially because of its high efficiency. Based on the observation that the blocks of data fed to the entropy coder usually contain consecutive sequences of numbers with small magnitudes including 0, 1, and -1, we separate those sequences from the data and encode them using a method dedicated to those values. We further improve the compression ratio based on the fact that this separation makes the lengths of blocks much shorter. In our experiment, we show that the proposed method can outperform the JPEG standard preserving its visual characteristics.

Graph Area Separation from A Sea Level Measurement Recording Image (조위관측기록 이미지로부터의 그래프 영역 분리)

  • Yu, Young-Jung;Park, Seong-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.1
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    • pp.175-182
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    • 2013
  • The digitalization of sea level measurement recording which is recorded as analog type is useful for many related oceanology. In this paper, we propose a method which separates the graph area from a sea level measurement recording image. At first, a pixel that is regarded as the pixel which is included in the graph area is selected. Then, many background pixels are separated using the color of the selected pixel. In each vertical line, a pixel is determined as the pixel within the graph area and the graph area is separated from the image using that pixels. Experimental results show that the proposed method in this paper overcome drawbacks of the previous research and can separate the graph area which similar to the graph area of the original image.

The Selection Effect of Native Gold and Magnetite by Microwave-nitric Acid Leaching and Magnetic/hydro Separation (마이크로웨이브-질산용출과자력/수력선별에의한자연금및자철석의선별효과)

  • Lee, Jong-Ju;Park, Cheon-Young
    • Economic and Environmental Geology
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    • v.53 no.2
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    • pp.183-196
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    • 2020
  • This study aimed to recover native gold from the concentrate using microwave-nitric acid leaching and magnetic/hydro separation experiments. The insoluble-residue was filtered from leaching solution through microwave-nitric acid leaching experiment. As a result of the atomic absorption spectrometer(AAS) analysis of the filtered leaching solution, it was discovered that Au content was not eluted at all and it was observed from the back scattered electron(BSE) image that native gold was liberated in the insoluble-residue. When magnetic/hydro separation experiments were applied for the insoluble-residue, magnetic and non magnetic minerals were separtated from insoluble-residue. Magnetite was recovered from the magnetic minerals and as a result of applying the hydro separation experiment again for the non-magnetic mineral, native gold was recovered. The native gold was identified through the X-ray diffraction(XRD) analysis and BSE image.

Comparison of Analysis Performance of Additive Noise Signals by Independent Component Analysis (독립성분분석법에 의한 잡음첨가신호의 분석성능비교)

  • Cho Yong-Hyun;Park Yong-Soo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.3
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    • pp.294-299
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    • 2005
  • This paper presents the separation performance of the linearly mixed image signals with additive noises by using an independent component analyses(ICAs) of the fixed-point(FP) algorithm based on Newton and secant method, respectively. The Newton's FP-ICA uses the slope of objective function, and the secant's FP-ICA also uses the tangent line of objective function. The 2 kinds of ICA have been applied to the 2 dimensional 2-image with $512\times512$ pixels. Then Gaussian noise and Laplacian noise are added to the mixed images, respectively. The experimental results show that the Newton's FP-ICA has better the separation speed than secant FP-ICA and the secant's FP-ICA has also the better separation rate than Newton's FP-ICA. Especially, the Newton and secant method gives relatively larger improvement degree in separation speed and rate as the noise increases.

Simply Separation of Head and Face Region and Extraction of Facial Features for Image Security (영상보안을 위한 머리와 얼굴의 간단한 영역 분리 및 얼굴 특징 추출)

  • Jeon, Young-Cheol;Lee, Keon-Ik;Kim, Kang
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.5
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    • pp.125-133
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    • 2008
  • As society develops, the importance of safety for individuals and facilities in public places is getting higher. Not only the areas such as the existing parking lot, bank and factory which require security or crime prevention but also individual houses as well as general institutions have the trend to increase investment in guard and security. This study suggests face feature extract and the method to simply divide face region and head region that are import for face recognition by using color transform. First of all, it is to divide face region by using color transform of Y image of YIQ image and head image after dividing head region with K image among CMYK image about input image. Then, it is to extract features of face by using labeling after Log calculation to head image. The clearly divided head and face region can easily classify the shape of head and face and simply find features. When the algorism of the suggested method is utilized, it is expected that security related facilities that require importance can use it effectively to guard or recognize people.

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Magnetic separation of Fe contaminated Al-Si cutting chip scraps and evaluation of solidification characteristics (Fe성분이 혼입된 Al-Si 절삭칩 스크랩의 자력선별 및 응고특성 평가)

  • Kim, Bong-Hwan;Kim, Jun-Kyeom;Lee, Sang-Mok
    • Journal of Korea Foundry Society
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    • v.29 no.1
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    • pp.38-44
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    • 2009
  • Magnetic separation of Fe contaminated Al-Si cutting chip scraps was performed for the recyclability assessment. It was also aimed to investigate the casting and solidification characteristics of the cutting chip scraps. The magnetically separated cutting chip scraps were adequately treated for the casting procedure and test specimens were made into a stepped mold inducing different cooling rates. The test specimens were evaluated by the combined analysis of ICP, Spectroscopy, OM-image analyzer, SEM/EDS, etc. Solidification characteristics of cutting chip scraps were examined as functions of Fe content and cooling rate. It is concluded that the magnetic separation process can be utilized to recycle the Fe contaminated Al-Si cutting chip scraps in the high cooling rate foundry process.

THERMALLY INDUCED PHASE SEPARATION IN TERNARY POLYMER SOLUTION

  • Jung, Bum-Suk;Kang, Yong-Soo;Jones, Richard-A.L.
    • Proceedings of the Membrane Society of Korea Conference
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    • 1999.07a
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    • pp.79-82
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    • 1999
  • Using Small Angle Light Scattering (SALS), the effect of quench depth on the kinetics of phase separation for ternary solution blends was investigated. The system was composed of two polymers (polystyrene and polybutadiene) and a solvent (toluene). The analyses of the early stage of phase separation were based of the Cahn-Hilliard theory [1,5]. Apparent diffusion coefficients and the fastest mode of fluctuations were evaluated, when quench depth of the system were varied near the critical composition of polymer. In the late stage of phase separation, the domain growth showed a power law with the 1/3 exponent, i.e. $q_m(t)~t^{-1/3}$. For comparison between real images and scattering profiles with time, the image of phase domains with time were obtained by using Laser Confocal Scanning Microscopy (LSCM).

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Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter

  • Tran, Tuan-Anh;Na, In-Seop;Kim, Soo-Hyung
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.10
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    • pp.4072-4091
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    • 2015
  • A separation of text and non-text elements plays an important role in document layout analysis. A number of approaches have been proposed but the quality of separation result is still limited due to the complex of the document layout. In this paper, we present an efficient method for the classification of text and non-text components in document image. It is the combination of whitespace analysis with multi-layer homogeneous regions which called recursive filter. Firstly, the input binary document is analyzed by connected components analysis and whitespace extraction. Secondly, a heuristic filter is applied to identify non-text components. After that, using statistical method, we implement the recursive filter on multi-layer homogeneous regions to identify all text and non-text elements of the binary image. Finally, all regions will be reshaped and remove noise to get the text document and non-text document. Experimental results on the ICDAR2009 page segmentation competition dataset and other datasets prove the effectiveness and superiority of proposed method.

Evaluating optimal preprocessing method for separation of microalgae colonies into single cells for image quality (미세조류 이미지 품질 성능 향상을 위한 최적 전처리방법 선정 연구)

  • Sang Yeob Kim;Sung Kyu Maeng
    • Journal of Korean Society of Water and Wastewater
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    • v.38 no.2
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    • pp.109-117
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    • 2024
  • In this study, various pre-treatment methods were evaluated for microalgae separation. These methods aimed to facilitate safe, rapid, and cost-effective online imaging for real-time observation and cell counting. As pre-treatment techniques, heating, chemical hydrolysis, heating combined with chemical hydrolysis, and sonication were employed. The effectiveness of these methods was evaluated in the context of online imaging quality through experimentation on cultivated microalgae (Chlorella vulgaris and Scenedesmus quadricauda). The chemical treatment method was found to be inappropriate for improving image acquisition. The heating pre-treatment method exhibited a drawback of prolonged cell dispersion time. Additionally, the heating combined with chemical hydrolysis method was confirmed to have the lowest dispersion effect for Chlorella vulgaris. Conversely, ultrasonication emerged as a promising technique for microalgae separation in terms of repeatability and reproducibility. This study suggests the potential for selecting optimal pre-treatment methods to effectively operate real-time online monitoring devices, paving the way for future research and applications in microalgae cultivation and imaging.